[HN Gopher] Flightradar24's new GPS jamming map
       ___________________________________________________________________
        
       Flightradar24's new GPS jamming map
        
       Author : mjs
       Score  : 565 points
       Date   : 2024-03-20 16:03 UTC (6 hours ago)
        
 (HTM) web link (www.flightradar24.com)
 (TXT) w3m dump (www.flightradar24.com)
        
       | toomuchtodo wrote:
       | https://www.flightradar24.com/data/gps-jamming
       | 
       | Also: https://gpsjam.org/ | https://hn.algolia.com/?q=gpsjam
       | 
       | (am I missing any other GPS jamming mapping or data collection
       | projects?)
        
         | imoverclocked wrote:
         | Not jamming specific but:
         | 
         | https://sapt.faa.gov/outages.php?outageType=129001450&outage...
        
         | H8crilA wrote:
         | Worth adding that gpsjam does the exact same thing with ADS-B
         | data.
        
           | Maxion wrote:
           | This map is basically copied from GPSJAM.org, which started a
           | while back.
        
         | someotherperson wrote:
         | Thanks for linking gpsjam -- flightradar24's map is total trash
         | by comparison (colours, lack of borders).
         | 
         | Does anyone know if a similar service covers things like
         | GLONASS, Galileo or BeiDou?
         | 
         | EDIT: nevermind, these services can't distinguish. From the
         | FAQ:
         | 
         | > The ADS-B data used by this map includes information on the
         | accuracy of the navigation system used by each aircraft, but
         | doesn't specify the type of navigation system. It could be GPS,
         | another global navigation satellite system (GNSS) like GLONASS,
         | or it could be an inertial navigation system (INS). My
         | understanding is that most aircraft are using GPS, so that's
         | probably mostly what the map shows.
        
           | Sakos wrote:
           | Flightradar24's visual representation definitely sucks, but
           | comparing the two, gpsjam has a lot of unexpected missing
           | areas across Africa, South America, and SE Asia that at least
           | have some data on FR24.
           | 
           | I'm not sure if that means FR24 has a better dataset, or
           | they're processing it differently or if they're just
           | extrapolating from few data points when they maybe shouldn't
           | be.
        
       | sodality2 wrote:
       | It would be awesome if they published this data more openly for
       | academic use!
       | 
       | Edit: Looks like they might source their data from commercial
       | ADSB providers. Bummer
        
         | lostfocus wrote:
         | They are the commercial ADSB provider
        
       | KingOfCoders wrote:
       | Hey, I'm living in one of these cells in Germany. Hmm.
        
         | dspillett wrote:
         | They are fairly large cells. I assume the "bad" cells are
         | displaying some maxima-based aggregate rather than implying the
         | whole area (or a large part of it) in them is noticeably
         | jammed.
        
           | ianburrell wrote:
           | Also, the reports are coming from aircraft which have a much
           | larger horizon at altitude. The jamming from Kaliningrad
           | probably doesn't have any effect on the ground at long
           | distances.
        
         | remotefonts wrote:
         | Turn off WiFi location in your phone and see how long it takes
         | for it to get a GPS fix, or if it never gets one.
        
       | weinzierl wrote:
       | Many of the patches are not surprising, but why is a small area
       | between Germany and Sweden jammed?
        
         | tuukkah wrote:
         | A small area between Estonia and Finland likewise.
        
           | bobbob1921 wrote:
           | Any chance the area being referenced in relation to Germany
           | is near the headquarters of a company named aaronia? They
           | manufacture, high-end spectrum rf analyzers, and high-end
           | drone tracking and jamming/drone disabling equipment. (As a
           | result, I would expect them to be testing, and or
           | demonstrating their equipment near their headquarters.)
           | 
           | Just a guess/speculation as I'm familiar with aaronia's
           | products and services (indirectly)
        
         | icegreentea2 wrote:
         | If you click through some different days, it looks like that is
         | just a patch of the larger overall jamming zone around
         | Kaliningrad.
        
       | wyldfire wrote:
       | I wonder why there's some jamming near a small section of the
       | Texas/Mexico border?
        
         | TomBombadildoze wrote:
         | Cartels disrupting law enforcement, and/or vice versa.
        
         | seatac76 wrote:
         | Drug Cartels most likely. That area is frequently jammed.
        
         | hammock wrote:
         | That is Eagle Pass, TX. The infamous, massive border crossing
         | area where suspected criminal border crossers are corraled
         | under the bridge, where Elon visited, etc.
         | 
         | The jamming is done to make crossing the border without going
         | through the checkpoint more difficult
        
           | extraduder_ire wrote:
           | Is there some official source for that? If so, is it just GPS
           | or do other GNSS constellations get jammed too?
        
             | netsharc wrote:
             | Since even phones can receive and understand the other
             | systems' signals, if one wants to jam, one would probably
             | jam them all...
        
           | barryrandall wrote:
           | Do these cartels only operate during normal US workday hours
           | and observe US federal holidays?
        
           | rootusrootus wrote:
           | That's north of Eagle Pass. Laughlin AFB is on the
           | southwestern edge of those two red cells. Eagle Pass is like
           | 50-60 miles south.
        
         | tazu wrote:
         | I'm curious as well. My first thought was cartels, but it's
         | also right over Laughlin AFB.
        
         | barryrandall wrote:
         | You're not the only person:
         | https://web.stanford.edu/group/scpnt/gpslab/pubs/papers/Liu_...
         | 
         | TL;DR: It's weak signal, not jamming. The weak signal reports
         | come from military training aircraft carrying out maneuvers
         | that cause temporary signal loss.
        
           | ukd1 wrote:
           | really? unless they're jamming it, how would that happen?
        
             | barryrandall wrote:
             | Rapidly execute a series of maneuvers (flips, rolls) that
             | cause the radios to lose signal.
        
               | jcrawfordor wrote:
               | So I'm a little skeptical on that front because military
               | aircraft are still not that often broadcasting ADSB even
               | during routine flights, at least in my (also close to the
               | border) region. In theory the Air Force was supposed to
               | have completed ADSB installation on their fleet last year
               | but they blew the deadline pretty bad on even installing
               | transponders, and of course they still reserve the right
               | to disable them during military operations.
               | 
               | Maybe with the data we can figure out what portion of
               | military flights are included?
               | 
               | For the helicopter training flights that I notice most
               | often, it's still rare to see one that broadcasts ADSB,
               | probably <10%. C-130s usually don't either here but it's
               | more often, maybe more like 25%. Perhaps for other
               | categories of aircraft they've installed more
               | transponders. But in the city where I live, even passive
               | mode-C MLAT is probably around 50% success on tracking
               | military flights for ADSB Exchange. FlightAware might
               | have better coverage for mode-C. mode-C can't contribute
               | to this GPS reliability data anyway but it illustrates
               | that even C-130 pattern practice is sometimes "stealth"
               | from a radio perspective due to the low installation
               | rates for ADSB and difficulty of good mode-C coverage.
               | 
               | The paper linked elsewhere (https://web.stanford.edu/grou
               | p/scpnt/gpslab/pubs/papers/Liu_...) mentioned issues with
               | military training flights resulting in spurious low-NIC
               | cases but unfortunately doesn't quantify it. With the way
               | the AF rollout has gone it probably depends on the
               | specific installation, command, and aircraft type.
               | 
               | In the border region specifically we would tend to expect
               | the majority of non-military flights to be civilian CBP
               | aircraft that aren't performing unusual maneuvers. CBP
               | has a somewhat complicated and limited authority to
               | disable ADS-B that I don't know the contours of, I'm not
               | sure how often they do so on their larger (non-sUAS)
               | aircraft. Involvement of the Air National Guard in the
               | Texas area might complicate the analysis though.
        
               | eternauta3k wrote:
               | How does not having ADSB impact air control?
        
               | jcrawfordor wrote:
               | ATC is used to working with military aircraft without
               | ADSB since it's been the status quo (and keep in mind
               | that ADSB is not required on aircraft in general,
               | although the set of airspace situations in which it's
               | required has been expanded over the years to become a de
               | facto near universal mandate). But the FAA doesn't like
               | it, which is why they set the deadline for the Air Force
               | to install ADSB, which the Air Force missed.
               | 
               | Military aircraft on military maneuvers don't deal with
               | FAA ATC, the military has its own controllers. It's
               | mostly an issue when they're operating near civilian
               | airports (or the many, many military facilities that
               | share an airfield with an airport). There are still
               | adverse safety impacts to the lack of ADSB on many
               | military aircraft, in that it defeats things like TCAS.
               | 
               | Actually this topic is slightly complex and I think a lot
               | of people have misconceptions, so let's lay it out. These
               | rules have gotten stricter and stricter in recent years.
               | 
               | 1. ADSB is not required. Meaning, there is no universal
               | requirement that aircraft be equipped with ADSB, and
               | plenty of aircraft still legally operate without.
               | 
               | 2. ADSB _is_ required in class A, B, C, in many cases in
               | class E, and within the  "Mode-C veil" surrounding major
               | airports.
               | 
               | 3. ADSB is required in any case where a transponder is
               | required, for those edge cases that are not included in
               | the above.
               | 
               | 4. The result is that the areas in which you can legally
               | operate without ADS-B are mostly limited to low altitudes
               | in rural areas. Of course, this encompasses a large
               | portion of hobby aviation especially, but not very much
               | commercial flight.
        
               | gol706 wrote:
               | I can say that in San Antonio where I live and also
               | operate a ADSB receiver the dedicated air force flight
               | trainers (T38 Talons and T6 Texans) routinely fly with
               | ADSB on. The C5 cargo plans also fly with ADSB on when
               | doing training but I've seen non-training flights fly
               | overhead with ADSB off.
               | 
               | I can actually receive high flighting planes over Del Rio
               | so it would be interesting to see if they are reporting
               | bad NIC values.
        
           | kube-system wrote:
           | Yep, this map doesn't show jamming. It shows weak signals, of
           | which jamming is one potential cause. An airplane pointing
           | their GPS receiver at the ground will also cause a weak
           | signal.
        
             | lxgr wrote:
             | How does an airplane "point their GPS receiver at the
             | ground" (for an extended period of time since a combined
             | GNSS/INS positioning solution, which is what all airliners
             | use at this point as far as I know, will need an extended
             | signal loss to report decreased accuracy)?
        
               | kube-system wrote:
               | Probably something like this
               | 
               | https://youtu.be/Ynvoriv09Ks?t=105
        
               | lxgr wrote:
               | Ah, is this Ryanair's plan to divest from their all-
               | Boeing fleet? :)
               | 
               | It should be pretty simple for Flightradar24 to exclude
               | non-commercial aircraft from the data through, which
               | would solve that problem.
               | 
               | There's also tons of data available in the ADS-B signal
               | that should help distinguish between aircraft-motion-
               | induced outages and actual jamming: https://mode-s.org/de
               | code/content/ads-b/7-uncertainty.html
        
               | kube-system wrote:
               | From the FAQ, it sounds like they simply presume that
               | anywhere with multiple low NIC values is indicative of
               | interference.
               | 
               | > The GPS interference data is derived from NIC
               | (navigation integrity category) values that we receive as
               | part of the ADS-B protocol. We mark regions as affected
               | if a significant number of flights in that area report
               | lowered NIC values.
        
               | jjwiseman wrote:
               | Unfortunately some of the data that's most directly
               | applicable to determining aircraft attitude, like roll,
               | is optional and rarely sent by aircraft, but yes I'm sure
               | you could do a decent job of inferring maneuvering from
               | change in heading and vertical rate (especially if you're
               | looking at ADS-B data with high temporal resolution vs.,
               | say, every 10-60 seconds.)
        
               | dylan604 wrote:
               | on a pure radar scan, what would return of formation
               | flying like this look like to a radar operator? is it
               | just one large dot, or can they distinguish the number of
               | planes in the formation?
        
               | blitzar wrote:
               | It happens when you are giving the bird.
        
           | jjwiseman wrote:
           | That's a good link (that I should have posted). I suspect
           | that some of the yellow (maybe even red) hexes in the U.S.,
           | and maybe some in Europe too, are due to that effect.
           | 
           | For people doubting that aircraft maneuvering can affect
           | navigation accuracy as reported by ADS-B, I found a fun
           | example. Around 1300 UTC today (0800 Texas time), 4 T-38s
           | took off from Laughlin AFB for what looks like training, with
           | lots of maneuvering. This link shows what it looks like when
           | mapped in 2D: https://globe.adsbexchange.com/?icao=adffc3,adf
           | ff9,adffd2,ae...
           | 
           | Here's a 60 second segment of the track of one of those jets,
           | STEER21, that captures a steep turn and dive: https://globe.a
           | dsbexchange.com/?icao=adfff9&lat=30.067&lon=-...
           | 
           | If you click on the track, you can inspect the ADS-B data at
           | that point in time in the sidebar on the left. If you scroll
           | to the bottom of that sidebar, there's an "ACCURACY" section,
           | that shows the Estimated Position Uncertainty (EPU). You can
           | see it change from better than < 30 meter uncertainty to >
           | 18.5 km(!) uncertainty as it performs the maneuver.
           | 
           | I made a video that shows how to see those values, and also
           | shows the maneuver in a 3D viewer so you can see how steep
           | the dive is (it's steep!):
           | https://www.youtube.com/watch?v=jfHlpnEdHxw
           | 
           | (The viewer uses a generic aircraft model, FYI, don't be
           | distracted by that.)
        
         | ape4 wrote:
         | Can't the US military turn it off in some areas. Law
         | enforcement wouldn't have to jam.
        
       | vlovich123 wrote:
       | Is the data actually interesting? I feel like any place that
       | would have widespread jamming would also see routing away of non-
       | military aircraft meaning you'd never see the jamming taking
       | place except if you happen to get lucky and the jamming zone is
       | larger than the "stay out" zone. This makes sense then why the
       | map is entirely green with some red just at the periphery of
       | Ukraine with the majority of Ukraine having no data since it's a
       | no-fly zone for civilian traffic.
        
         | wongarsu wrote:
         | The jamming over Kaliningrad affecting civil aviation has made
         | the news recently, and the map does provide some interesting
         | insights both how far the effect reaches into Poland and
         | Sweden, and how often it is turned on and off.
        
         | hoffs wrote:
         | If you read the article, jamming is based on uncertainty of the
         | aircraft, just because it's uncertain, doesn't mean that it's
         | dangerous level of uncertainty
        
         | martinky24 wrote:
         | This is a case where nominally, with a solid understanding of
         | geopolitical events, maybe it's not interesting on average.
         | BUT, all of a sudden something might pop up one day. The
         | accessible, "crowdsourced" data is helpful to have in those
         | cases.
        
       | irviss wrote:
       | Why in the world is there so much jamming in Turkey? What's going
       | on?
        
         | nevir wrote:
         | Iran maybe?
        
           | nurgasemetey wrote:
           | Red dots are in the north of Turkey. I don't think that Iran
           | reaches there.
        
         | ianburrell wrote:
         | Turkey has been jamming GPS for years. I can't find a good
         | explanation.
        
         | goodcanadian wrote:
         | To the north is the Black Sea, and the Russia-Ukraine war. To
         | the east is Armenia and Azerbaijan (as well as Iran). To the
         | south is the middle east. Also Cyprus with the frozen conflict,
         | there.
        
           | icegreentea2 wrote:
           | In addition to Armenia/Azerbaijan, Turkey has had a
           | significant internal conflict with the PKK (Kurds) in the
           | East/South East for... a very long time.
           | 
           | Also that whole region is just patchy with flight data - it
           | makes it difficult to really see the true shape of jamming.
        
       | tivert wrote:
       | So how should I interpret this? The map lacks geopolitical
       | boundaries, so it's hard to interpret.
       | 
       | There looks like a big hole of no data over Ukraine, where I'd
       | most expect GPS jamming, but I suppose there are no civilian
       | flights either. Maybe they could setup an GPS observation station
       | on the ground at a surveyed point to get data there.
       | 
       | There's a big red blob over Turkey, is that maybe the southern
       | edge of the reach of Russian jammers in the Black sea?
       | 
       | There's also a big red blob over the eastern Mediterranean. Is
       | that Israel? I'm not so sure though, because it's not centered on
       | Israel and parts of Israel proper are green on the map. I also
       | assume they're heavy users of GPS, so wouldn't want to jam it.
       | 
       | There's a red blob in Southeast Asia, and that looks like
       | Myanmar, where there's a civil war right now.
       | 
       | There's a little red blob over what looks like Kashmir.
        
         | seatac76 wrote:
         | I was curious too. Did some sleuthing, it looks more like
         | Punjab. I think that's to block drone infiltration from
         | Pakistan [1]. It does change going back to 14th March there is
         | no jamming in the region, US and Europe blobs also reduced, so
         | I think this stuff is event driven, wonder what goes on,
         | fascinating stuff.
         | 
         | [1]https://www.thehindu.com/news/national/other-
         | states/over-100...
        
         | muglug wrote:
         | Their data comes from commercial flights. If there are no
         | flights, there's no data. There aren't many commercial flights
         | over Ukraine or Belarus right now, so that whole area's empty.
        
           | mcculley wrote:
           | ADS-B is only commercial flights? I thought many kinds of
           | flights are broadcasting. Does Flightradar24 only track
           | commercial flights?
        
             | mcpherrinm wrote:
             | I doubt there's any private flights over Ukraine too.
             | Military planes generally don't advertise their location in
             | combat zones
        
               | rjsw wrote:
               | > Military planes generally don't advertise their
               | location in combat zones
               | 
               | They might if they are from countries neutral to that
               | conflict, like NATO flights over the Black Sea.
        
             | FireBeyond wrote:
             | It tracks private flights too. I'm only tangentially
             | familiar (though I have an ADS-B receiver reporting to
             | FR24), but my understanding is that it's not required for
             | private flight now, but more and more aircraft are being
             | retrofitted.
             | 
             | Actually, it's more about airspace:
             | 
             | https://www.aopa.org/go-fly/aircraft-and-
             | ownership/ads-b/whe...
             | 
             | "The FAA requires ADS-B Out capability in the continental
             | United States, in the ADS-B rule airspace designated by FAR
             | 91.225:
             | 
             | Class A, B, and C airspace;
             | 
             | Class E airspace at or above 10,000 feet msl, excluding
             | airspace at and below 2,500 feet agl;
             | 
             | Within 30 nautical miles of a Class B primary airport (the
             | Mode C veil);
             | 
             | Above the ceiling and within the lateral boundaries of
             | Class B or Class C airspace up to 10,000 feet;
             | 
             | Class E airspace over the Gulf of Mexico, at and above
             | 3,000 feet msl, within 12 nm of the U.S. coast."
        
         | wongarsu wrote:
         | The hole over Ukraine is definitely the lack of civilian
         | flights.
         | 
         | Another notable spot is Kaliningrad, the Russian exclave. It
         | looks relatively normal on some days, like today, but on others
         | like yesterday it's covered by solid red stretching far into
         | Poland, Sweden and even Germany.
        
           | tivert wrote:
           | > Another notable spot is Kaliningrad, the Russian exclave.
           | It looks relatively normal on some days, like today, but on
           | others like yesterday it's solid red.
           | 
           | Oh yeah, I totally forgot that was a thing, and that explains
           | that spur of red in the Baltic. I'd (probably incorrectly)
           | assumed it was some kind of spillover from jamming in
           | Ukraine.
           | 
           | I didn't realize you could look at it over multiple days. One
           | interesting thing about that blob is the _outline_ of red
           | seems to always be there, in the same shape, but the middle
           | is often green. Maybe that 's some artifact of their
           | agreement algorithm? More overflights around the edges than
           | through?
           | 
           | It also looks like there's some jamming in Estonia? Or maybe
           | that's just the edge of jamming around St Petersburg?
        
             | ardaoweo wrote:
             | Russians do plenty of jamming that expands beyond their
             | borders in the Baltic, either on purpose or just as a
             | spillover as they don't care. Before Finland joined NATO
             | they used to also violate our airspace on frequent basis,
             | but since then that has stopped.
             | 
             | https://yle.fi/a/74-20079715
        
               | wkat4242 wrote:
               | They violated NATO airspace a lot with their "Bear"
               | nuclear-capable bombers until very recently. Not sure if
               | it's still happening. It was so frequent that it didn't
               | make the news every time.
        
               | jajko wrote:
               | The idea that russians are doing these things 'by
               | accident' ain't even funny, just dangerously naive and
               | nobody from intelligence community thinks so. They know
               | damn well what they do and its well planned and even
               | heroic in some childish fashion in their f*cked up
               | mindset.
               | 
               | They are at war with west (more Europe than US though)
               | for solid 2 decades straight, just that they started to
               | use military only in last decade, but were subverting
               | public opinions in usual command & conquer strategy for
               | much longer (riling western and former soviet populations
               | against EU and Nato, supporting ultra-right groups,
               | spreading false rumors ie on covid in us vs them psi-
               | ops).
               | 
               | Whatever politicians on their side say is meaningless or
               | diversion and definitely just wasted time, just look at
               | actions alone.
        
         | whalesalad wrote:
         | hole = no measurement
        
         | nolongerthere wrote:
         | Yea, oddly, if you go back to like august, there's still a
         | bunch of red over the Mediterranean, parts of Israel, Jordan,
         | Lebanon, etc. so it's not totally clear what that is. I've
         | heard anecdotally that gps has gotten unusable in Israel in
         | recent weeks but it's not clear why that's changed based on the
         | mapping information we're seeing here.
        
           | underdeserver wrote:
           | Northern Israel is completely jammed. There's talk of
           | Israelis getting matched on Tinder with women from Beirut.
        
         | javier_e06 wrote:
         | I see 2 red cells on the US/Mexico border right about
         | Texas/Coahuila region. Navigating that dessert region without
         | GPS or with GPS for that matter can be deadly.
        
           | bradgessler wrote:
           | That's the most curious jamming I see on the map--anybody
           | know why jamming is present there? Is there a military base
           | in that region?
        
             | just_steve_h wrote:
             | U.S. military has some Very Secret Stuff happening in
             | certain desert areas.
        
             | frakt0x90 wrote:
             | Laughlin air force base is there.
        
           | analyte123 wrote:
           | Organized crime in Mexico would probably do it to prevent
           | other people from using migration routes they control and
           | reduce police efficacy. Of course, slightly rogue Mexican
           | police or even US vigilantes also have an incentive.
        
           | frakt0x90 wrote:
           | If you line it up with that big lake, you can see there's an
           | Air Force base right nearby
           | 
           | https://www.google.com/maps/@29.3385589,-100.8055747,12.72z?.
           | ..
        
       | gregmac wrote:
       | It's kind of neat how this works:
       | 
       | > As part of the ADS-B messages we receive from each aircraft,
       | the Navigation integrity category (NIC) encodes the quality and
       | consistency of navigational data received by the aircraft. The
       | NIC value informs how certain the aircraft is of its position by
       | providing a radius of uncertainty.
       | 
       | > Poor NIC values alone might indicate a problem with an
       | aircraft's equipment or unfavorable positioning. However, when
       | observed in multiple aircraft in close proximity during the same
       | time frame, it suggests the presence of a radio signal
       | interfering with normal GNSS operation.
       | 
       | A single observer can't really say for certain that jamming is
       | happening; you need a distributed sample from multiple different
       | sensors over a period of time to have reasonably high confidence.
        
         | toomuchtodo wrote:
         | > A single observer can't really say for certain that jamming
         | is happening; you need a distributed sample from multiple
         | different sensors over a period of time to have reasonably high
         | confidence.
         | 
         | Could you use RTLSDR triangulation to hone in on granular lat
         | long of jamming sources?
         | 
         | https://www.rtl-sdr.com/detecting-gps-jammers-in-augmented-r...
         | 
         | https://www.rtl-sdr.com/kiwisdr-tdoa-direction-finding-now-f...
        
           | pierat wrote:
           | You can get rough areas with a GPS and a RTLSDR and a bunch
           | of samples (either over time OR with lots of people with the
           | same device)
           | 
           | But to get fine granular data, you need a timestamping SDR.
           | (each parcel of signal data for a quantum of data needs an
           | exact time down to 6-8 significant figures, basically GPS
           | timebase).
           | 
           | Most your cheaper SDRs cant do that.
           | 
           | Stuff like the BladeRF and higher do provide timestamped
           | data.
        
           | mNovak wrote:
           | With synchronized receivers you could do some rudimentary
           | direction finding. Note that synchronizing SDRs is much more
           | achievable if they're physically nearby (e.g. can run a cable
           | between them for a common clock) vs if they're physically
           | distant observers (can't exactly use GPS time for
           | synchronization if you're measuring GPS interference)
        
             | toomuchtodo wrote:
             | Very helpful (as well as sibling comment by pierat). Thank
             | you both. I will need to do some research with regards to
             | pairing SDRs with local disciplined clock that can tolerate
             | temporary loss of remote (stratum-0,1) time precision.
             | 
             | https://en.wikipedia.org/wiki/GPS_disciplined_oscillator
        
             | XMPPwocky wrote:
             | > can't exactly use GPS time for synchronization if you're
             | measuring GPS interference
             | 
             | Can other GNSSes (Galileo/BeiDou/GLONASS/etc) give usable
             | timestamps? Seems like it'd be tricky for a jammer to
             | target all of them simultaneously. (Of course, since they'd
             | be on a different band, unless your SDR is wideband enough
             | you'd need two RX heads which gives you potential issues
             | with phase drift between the tuning VCOs even if your
             | _sampling_ is coherent).
             | 
             | Perhaps a sufficiently directional antenna/phased array
             | (for getting an actual satellite signal) as well as an
             | omnidirectional one (for picking up the jamming signal)
             | could get you somewhere...
             | 
             | Or perhaps one could look at computing AoA at each receiver
             | site (using MIMO-y techniques, e.g. Kraken/KerberosSDR) and
             | triangulating based on angles instead, which wouldn't
             | require synchronizing physically-distant sites at all...
             | 
             | The problem definitely seems soluble, though I don't have
             | the technical background to know how realistic that is.
        
           | CogniDizz wrote:
           | KrakenSDR would do a good job of this, they combine five
           | RTLSDR into a coherent array. The top end of their tuning
           | range is 1766 MHz which would include the 1575 MHz of the GPS
           | L1 signal.
           | 
           | The little five antenna array can even attach on the roof of
           | a car for a handy ground plane. Prob not a good idea to drive
           | with it out there tho.
        
           | pgorczak wrote:
           | You could also use a single receiver with a small antenna
           | array (GPS wavelength is around 20 cm) to estimate the angle
           | of arrival of the incoming signals.
        
         | adolph wrote:
         | Do aircraft systems really only use GPS and not the full
         | constellation of navigational satellite systems?
         | 
         |  _Besides GPS, the GNSS currently includes other satellite
         | navigation systems, such as the Russian GLONASS, and may soon
         | include others such as the European Union's Galileo and China's
         | Beidou._
         | 
         | https://www.terrisgps.com/gnss-gps-differences-explained/
        
           | ptaipale wrote:
           | The linked page already says that it reports on the
           | constellation, not just GPS:
           | 
           | "The map uses are color coded overlay to indicate low (green)
           | to high (red) levels of interference with global navigation
           | satellite systems (GNSS). Often just referred to as GPS,
           | there are actually multiple systems beside the US GPS
           | constellation, such as Russia's GLONASS, Europe's Galileo,
           | China's BeiDou, and others."
        
             | blauditore wrote:
             | Just came here to wonder who came up with the beautiful
             | name of CLOWNASS... er, I mean GLONASS.
        
           | mNovak wrote:
           | Like the article states, many people use GPS as a shorthand
           | for GNSS generally. In any case, they're all at similar
           | frequencies, so typically they'll all go out together if
           | there's significant interference.
        
           | kube-system wrote:
           | It doesn't matter too much, aircraft don't rely solely on any
           | GNSS for navigation, because they're all susceptible to
           | similar availability issues. Magnetic, inertial, barometric,
           | and land-based radio systems are also used. One or more of
           | those other systems are used as a fallback when GNSS fails.
        
           | runjake wrote:
           | They use full constellation, in addition to Inertial Nav
           | (INS) -- at least in the US military.
        
           | Reason077 wrote:
           | Modern phones use all the available navigation
           | constellations, and have done so for years.
           | 
           | But aviation is much more conservative due to its safety-
           | critical nature. Galileo was only just recently (2023)
           | certified for use in aircraft systems by ICAO:
           | 
           | https://www.esa.int/Applications/Navigation/Galileo/Galileo_.
           | ..
        
             | michaelt wrote:
             | In the specific case of jamming, it seems unlikely anyone
             | would jam GPS and not _also_ jam the other public GNSS
             | services.
             | 
             | The redundancy of multiple independent GNSS systems is a
             | fine thing for dealing with unintentional failures, of
             | course.
        
       | tdudhhu wrote:
       | Is interference the same as jamming?
       | 
       | I am absolutely no expert in this but I can imagine that even
       | natural occurrences can interfere with the GPS.
        
         | imoverclocked wrote:
         | There are things that will naturally interfere with GPS and
         | they are fairly well known. The FAA provides an expected outage
         | map [1] (a forecast, if you will) for pilots that may need that
         | info. Jamming is an act by humans to _intentionally_ disrupt
         | the GPS signal.
         | 
         | [1]
         | https://sapt.faa.gov/outages.php?outageType=129001450&outage...
        
           | kube-system wrote:
           | And I think the above commenter's point is that ADS-B data
           | does not indicate intentionality.
        
             | imoverclocked wrote:
             | Could be. I was directly answering "what's the difference?"
             | 
             | It's hard to know intentionality without also knowing where
             | there is expected+natural interference. Of course, when a
             | region is surrounded by persistent GNSS issues and is a
             | known war-zone with large actors, intentionality is fairly
             | reasonably assumed.
        
       | krzyk wrote:
       | Poland has some big issues with this jamming.
       | 
       | I wonder, how does it influence navigation in mobiles/cars?
        
         | machinekob wrote:
         | Most of the time it is not that strong but few weeks ago my
         | family living north have problems with mobile internet and
         | phones (gps was almost fully dead) for like two days cause of
         | interference from r*ssia.
        
       | throw0101d wrote:
       | See also perhaps:
       | 
       | * https://gpsjam.org
        
         | mjs wrote:
         | The FAQ on that site is useful too: https://gpsjam.org/faq/
        
           | tuukkah wrote:
           | That link would have been a better submission than the blog.
        
       | photonbucket wrote:
       | What's going on in that part of western australia? It's a very
       | empty area
        
         | traceroute66 wrote:
         | > What's going on in that part of western australia? It's a
         | very empty area
         | 
         | You answered your own question. Put 2+2 together.
         | 
         | Hint... https://www.flightradar24.com/apply-for-receiver/
        
           | photonbucket wrote:
           | I don't live in that country though
        
             | traceroute66 wrote:
             | > I don't live in that country though
             | 
             | Exactly.
             | 
             | You don't live there.
             | 
             | Not many people live in the Australian desert.
             | 
             | Conclusion: No data or very limited data
        
               | lxgr wrote:
               | "No data" cells are grey on that map, but western
               | Australia has a couple of red ("high interference")
               | cells.
        
               | traceroute66 wrote:
               | > but western Australia has a couple of red ("high
               | interference") cells.
               | 
               | Erm mate, have you tried looking at different days ?
               | Those cells you find so suspicious in Australia are not
               | there on other days !
               | 
               | Seriously, given the largely community-based nature of
               | FR24 data I would not expect too much in term of
               | accuracy.
        
               | lxgr wrote:
               | > Erm mate, have you tried looking at different days ?
               | Those cells you find so suspicious in Australia are not
               | there on other days !
               | 
               | That kind of disproves the "no data" hypothesis though,
               | no?
               | 
               | One explanation could be they have a simplistic algorithm
               | like "if uncertainty > (something indicating more than 5
               | minutes of GNSS-to-INS fallback) on more than 50% of all
               | flights of a day", and there's only one flight per day in
               | that region.
               | 
               | > Seriously, given the largely community-based nature of
               | FR24 data I would not expect too much in term of
               | accuracy.
               | 
               | Flightradar24 data is accurate enough for some commercial
               | entities to rely on it. Also, in case of a lack of ADS-B
               | receiver data we'd also expect a grey square, not a red
               | one, right?
        
               | trollian wrote:
               | I thought it might have been Square Kilometer Array
               | interference but that's to the north of those spots.
        
               | Nition wrote:
               | If green or "no data" areas randomly turn red sometimes,
               | I'd expect to see them elsewhere in the world sometimes
               | on different days as well. But I've checked every day
               | that's available and I never see them appear in e.g. that
               | big empty space in eastern Russia.
               | 
               | I don't really see any other evidence that low data areas
               | can turn into red areas when there's no actual
               | interference.
        
               | Fripplebubby wrote:
               | Ok, but let's acknowledge the difference between no data
               | (depicted as no colored cell in the map) and data which
               | reports high interference (depicted as a red cell). In
               | remote western Aus we see a few red cells to the west of
               | a large area of empty cells. So they do have ADS-B
               | receivers there, and at least some of them are reporting
               | a troublesome NIC, and there are enough reports for FR24
               | to place a colored cell there rather than an empty cell.
               | Why exactly do you think that a red cell comes from no
               | data or very limited data, when the article does not
               | indicate that no data / limited data results in a red
               | cell?
        
         | tuukkah wrote:
         | Grey areas: Few people live there and none have set up a public
         | ADS receiver. And/or no planes flying in the area.
         | https://gpsjam.org/faq/#why-arent-there-red-or-green
         | 
         | Red areas: Military experiments and exercises, probably.
         | https://gpsjam.org/faq/#what-can-cause-aircraft-to-report-lo...
        
       | seatac76 wrote:
       | The choice of cells as a fundamental unit is interesting, I guess
       | it's better than a color coded gradient map. But this will still
       | suffer from centroid issues.
        
         | dr_kiszonka wrote:
         | I remember reading about geohexes (H3).
        
       | AdamH12113 wrote:
       | The data is taken from aircraft [EDIT: not airlines; see
       | traceroute66's comment], so it doesn't give full coverage of the
       | world, but it does include other satellite navigation systems
       | aside from just GPS. Looks like the jammed/interfered areas are:
       | 
       | * A large part of Eastern Europe around Ukraine is missing data,
       | and there are many jammed/interfered areas around it, including
       | the southern coast of the Black Sea and parts of Poland and the
       | Baltic. Part of the Baltic Sea off the coast of Kaliningrad are
       | also jammed/interfered.
       | 
       | * Part of Germany near Berlin, possibly part of the Ukraine-
       | related jamming/interference?
       | 
       | * A large part of the eastern Mediterranean and some of the
       | Middle East around Gaza.
       | 
       | * A small area on the India-Pakistan border near Punjab and
       | Lahore.
       | 
       | * Two medium-sized areas in western Myanmar.
       | 
       | * Two small areas in New Guinea with a gap in the data between
       | them, spanning the Indonesia-Papua New Guinea border.
       | 
       | * Two small areas in western Australia.
       | 
       | * A small area on the US-Mexico border.
       | 
       | * A dot in southern China with some gaps in the data around it
       | near the border with Vietnam.
       | 
       | Ukraine, Gaza, and Myanmar all have major conflicts going on.
       | Other comments have suggested that the US-Mexico interference
       | might be related to drug cartels. The India-Pakistan border is a
       | longstanding point of tension. Not sure what (if anything) is
       | going on in New Guinea and Australia.
       | 
       | The jamming/interference in India-Pakistan, US-Mexico, and China
       | all went away in the last 6 hours -- they're only visible in the
       | 24-hour data.
        
         | traceroute66 wrote:
         | > The data is taken from airlines
         | 
         | No. It is not.
         | 
         | The data is ADS-B data which is broadcast by aircraft.
         | 
         | FR24 (and other similar services) obtain the data via a
         | community[1], you can take part too[2].
         | 
         | For certain parts of the world, they may have the option to
         | augment the data via commercial services, but that is highly
         | unlikely to be on a global basis.
         | 
         | Conclusion: Missing coverage means no community coverage in
         | that area and no commercial augmentation.
         | 
         | [1] https://www.flightradar24.com/blog/how-we-track-flights-
         | with... [2] https://www.flightradar24.com/apply-for-receiver/
        
           | toomuchtodo wrote:
           | Could you use weather balloons transmitting ADS-B where there
           | are gaps?
        
           | AdamH12113 wrote:
           | I corrected my comment. Thanks!
        
         | ben_w wrote:
         | > Part of Germany near Berlin, possibly part of the Ukraine-
         | related jamming/interference?
         | 
         | Of the four tiles in that area (for March 19th at least), one
         | is entirely in Poland, one is covering the Polish-German
         | border, one is a bit of the German coast around Rugen but
         | mostly the Baltic Sea, and the other is Bornholm (island in the
         | Baltic Sea) and a bit of the Swedish coast.
         | 
         | My guess is, this is part of a larger system to limit Russian
         | military use of the Baltic, and possibly also a single layer of
         | defence against Russian aircraft and missiles targeting Berlin
         | and Copenhagen. Likewise, I would guess that the strip of
         | interference from St Petersburg in the direction of Moscow is a
         | similar single-layer of defence by Russia.
         | 
         | At this resolution, it also looks like the west is interfering
         | with access to St Petersburg and _someone_ (could reasonably be
         | either side) is worried about Kaliningrad, but that image is
         | also also making me think  "WTF?" about the Gulf of Riga.
         | 
         | The single tile near Kandalaksha (Russia) suggests _something_
         | interesting is going on there, but I have no idea what that
         | might be, and there 's a non-zero possibility that it's a
         | deliberate red-herring to make western analysts waste time --
         | as an analogy, imagine a troll releasing three greased pigs
         | with the numbers "1", "2", and "4" painted on the side.
        
       | verandaguy wrote:
       | This is suspiciously similar to `gpsjam.org`. It's useful, for
       | sure, and it does use readily-available ADS-B data that FR24 (and
       | ADSBExchange) uses anyway, but the data viz is just eerily
       | similar.
       | 
       | Then again, I'm not very GIS/geodesy minded, so maybe hexagons
       | are the best shape that'll tessellate over a sphere easily.
       | 
       | Was this work in any meaningful way inspired by GPSjam? If yes,
       | it'd be nice to have an acknowledgement in there.
        
         | Spacemolte wrote:
         | I can't say if it's inspired by the site you link, but basing
         | your suspicion on the hexagonal shape is very weak, at best.
         | Also, the data seems to be in different resolutions, and the
         | actual jamming data is quite different just looking at both
         | sites.
         | 
         | I've seen hexagons used for maps and boardgames for years.
        
         | y04nn wrote:
         | > Then again, I'm not very GIS/geodesy minded, so maybe
         | hexagons are the best shape that'll tessellate over a sphere
         | easily.
         | 
         | This is Uber H3 for spacial indexing: https://h3geo.org/
         | 
         | This was a good read:
         | 
         | https://klioba.com/how-to-use-postgresql-for-military-geoana...
         | 
         | HN comments: https://news.ycombinator.com/item?id=39662246
        
       | croemer wrote:
       | If line of sight to the jamming antenna is required to be jammed,
       | why do aircraft not have a downwards shield so that they only
       | receive GPS signal from the sky (satellites) and not from jammers
       | (coming from the bottom hemisphere)? Or is the jamming signal so
       | many orders of magnitudes stronger than the satellites that
       | there's always going to be some gain no matter how good the
       | shield is?
       | 
       | Ok it exists, but shielding is (only) about 20dB looking
       | downwards, which may not be enough: https://safran-navigation-
       | timing.com/product/8230aj-gps-gnss...
        
         | 0cf8612b2e1e wrote:
         | I thought GPS signals from space were incredibly weak. Limited
         | power budget + 100km in the sky. Seems trivial for a ground
         | based system to crank up the watts to whatever arbitrary limit
         | they desire.
        
           | croemer wrote:
           | True, signal per satellite is only around 150-160dBW on earth
           | despite them radiating at 25W. Satellites are ~20000km away.
           | If a jammer is 100 times closer (200km), they need to use
           | only 1/10,000 (1/100^2) the power, so it's very easy to jam
           | sadly.
        
         | morcheeba wrote:
         | Two issues to consider:
         | 
         | - GPS positioning is more accurate if the satellites it sees
         | come from a variety of angles (GDOP), so the satellites near
         | the horizon are valuable.
         | 
         | - Aircraft pitch and roll, so a fixed antenna like this would
         | lose precision as it turns to make an approach - just about the
         | worst possible time.
         | 
         | It's difficult to make an antenna with a sharp cutoff to limit
         | the ground vs. above-ground. So, most anti-jammers will use
         | beamforming to cancel out interference in one or more specific
         | directions. So, the null in the antenna moves to follow the
         | interference.
         | 
         | GDOP:
         | https://en.wikipedia.org/wiki/Dilution_of_precision_(navigat...
        
       | gusfoo wrote:
       | It would be a lot more useful if country contours were drawn too
       | like https://gpsjam.org/ does.
        
       | icegreentea2 wrote:
       | Does anyone know if the how the ADS-B uncertainty measurements
       | interact with GPS spoofing? Often when you look at these maps you
       | see a donut around Kaliningrad - could it be that there's wide
       | area jamming, and then localized spoofing more directly around
       | Kaliningrad?
        
       | topynate wrote:
       | I'm a little surprised that Shenzhen doesn't seem to be churning
       | out ITAR-busting anti-jamming systems. The tech is pretty old by
       | now and the market is there.
        
       | dghughes wrote:
       | I'm disappointed in Jamaica I thought they'd be jammin for sure.
        
         | dv35z wrote:
         | Well played.
        
       | hoherd wrote:
       | I love this feature, especially how they were able to create it
       | from data that they were already getting, but personally my
       | excitement about it is overshadowed by how colorblind unfriendly
       | it is. Considering how many people are colorblind, ~4% of the
       | global population, or roughly 1 out of 25 people, it's remarkable
       | how often designers get this detail wrong.
        
         | umpalumpaaa wrote:
         | macOS and iOS have systemwide settings for color blind people.
         | You can remap colors.
        
       | dfworks wrote:
       | If anyone found the above interesting, I wrote a short article
       | mapping plane activity on FlightRadar's 'blocked' list (i.e
       | FlightRadar had agreed to remove the ADBS data from their dataset
       | following probable legal pressure).
       | 
       | https://dfworks.xyz/blog/hnwi-osint-private-jet/
       | 
       | Slightly tangential so feel free to remove if irrelevant
        
         | araes wrote:
         | The article was interesting alone, simply for the Google Dork
         | technique explanation. Have not heard the "unusual, yet
         | specifically frequent" search technique described that way
         | previously. Very similar to what's necessary for searching
         | StackExchange and similar, such as
         | "site:https://aviation.stackexchange.com/ tracking private
         | planes"
         | 
         | The Bombardier Global Express 6000 GLT6 result is interesting,
         | as it's a plane with a known large number of military
         | conversions.
         | https://en.wikipedia.org/wiki/Bombardier_Global_Express#Mili...
         | 
         | Known Conversions: GlobalEye, Project Dolphin, Raytheon
         | Sentinel, Saab Swordfish, PAL Aerospace P-6, E-11A, HALOE,
         | PEGASUS, Hava SOJ, CAEW, HADES.
         | 
         | Actually has a tie-in with the article, since the Hava SOJ is
         | an air stand-off jammer configuration for the Turkish region.
         | 
         | Otherwise, if I still worked for the government contracting,
         | I'd probably offer you a job, although you're apparently
         | British, so there might have been citizenship issues.
        
         | flyinghamster wrote:
         | That's LADD (Limited Aircraft Data Displayed), which requires
         | that aircraft marked as such in the FAA's database to be
         | removed from the official data feeds used by the commercial
         | flight radar sites.
         | 
         | Crowdsourced data isn't subject to LADD, so adsbexchange and
         | other such sites can and do display such aircraft.
         | 
         | For flights within the US, there's also a private address
         | program that allows an ADS-B equipped plane to broadcast an
         | alternate address.
         | 
         | https://www.faa.gov/air_traffic/technology/equipadsb/privacy
        
       | silvestrov wrote:
       | OBS: Does not seem to work in Safari on Mac. Chrome and Firefox
       | works.
       | 
       | Might be use of WebGL which Mac-Safari doesn't support.
        
         | can16358p wrote:
         | I'm on Safari/macOS, and it works perfectly here.
        
         | callalex wrote:
         | Did you disable WebGL in the Developer menu and forget about
         | it?
        
       | hk1337 wrote:
       | A lot of jamming going in Easter Europe. I wonder who's doing
       | that?
        
         | stracer wrote:
         | Russians? However, isn't Russians jamming common signals in
         | other states' territory an act of war?
        
       | throwaway4good wrote:
       | Curious about the other areas than near Russia where jamming
       | seems to occur: Myanmar and Kashmir(?)
        
       | lifeisstillgood wrote:
       | Is that Perth with a great big red blob as well?
       | 
       | I don't think I am misreading the map - what on earth is that?
       | Are the sheep rebelling and have some decent anti-aircraft tech?
        
         | e_i_pi_2 wrote:
         | I was thinking that could be the CIA base in Pine Gap, but that
         | seems like it's more in the center of the country
        
       | wkat4242 wrote:
       | What if this Russian jamming crap causes another major loss of
       | life like MH17? We really have to do something about this.
        
         | Maxion wrote:
         | Airplanes don't need GPS to fly. Jamming GPS won't cause any
         | crashes.
        
         | e_i_pi_2 wrote:
         | The US has laws against interfering with GPS, but I don't think
         | there's any global laws about GPS jamming, you'd need something
         | from the UN but it doesn't seem like most countries would want
         | to give up that ability - we can't even get people to stop
         | making nukes and they have a much higher danger
        
       | consumer451 wrote:
       | I find it interesting how far into Poland Russia can jam GPS. I
       | assume this is done from Belarus?
       | 
       | What is the max range I wonder? Probably same as radar? How much
       | power does it take?
        
         | asdfgjkl wrote:
         | More likely it is from around Kaliningrad
        
       | terryf wrote:
       | Interesting - as I'm in the middle of one of the red blobs on the
       | map and just used my phone with google maps to drive around. It
       | worked fine. All the local services that rely on positioning via
       | phones seemed to work fine as well.
       | 
       | I wonder how the jamming works - is it just for higher altitudes
       | or maybe it only affects GPS and my phone also uses GLONASS or
       | something?
        
         | jcfrei wrote:
         | On your phone the GPS is just one input to determine its
         | position. It's most likely also triangulating cell phone
         | towers. Get an app that only shows GPS data and check if you
         | see coordinates jumping around.
        
         | themoonisachees wrote:
         | Google maps (and your phone's location services) seldom rely
         | only on GPS.
         | 
         | For one, accelerometer-based location has become pretty good.
         | You can usually get by for a few kilometers on the average
         | road.
         | 
         | For two, Google maps is aware that you are driving, and this it
         | sticks to roads, especially ones that are on your itinerary,
         | because of your GPS registers as the middle of a field, it's
         | more likely that you're experiencing GPS issues rather than you
         | driving at 130km/h in a potato field.
         | 
         | Finally, location services are amplified by nearby wifi
         | signals, mapped by google with street view. Your phone can say
         | "here is the Mac address of every wifi network I can see and a
         | rough estimate of my position" and Google's services can very
         | accurately triangulate where you are.
        
           | cft wrote:
           | Does accelerometer-based location algorithm integrate the
           | acceleration readings to get the phone displacement? Is it a
           | part of the phone operating systems ?
        
         | tjohns wrote:
         | Aircraft fly higher, which means they pick up ground radio
         | signals from much further away - both good (ATC communication,
         | ground-based navigation beacons) and bad (intentional jamming).
         | 
         | On the ground, the radio horizon is about 20-40 miles. In the
         | air, the radio horizon is about 200-400 miles.
        
       | Reason077 wrote:
       | Most of these GPS-jammed zones are, obviously, near areas of
       | active conflicts (Ukraine, Myanmar, Isreal/Palestine, Kashmir,
       | etc).
       | 
       | But what's going on in Western Australia? And South-west Texas?
        
         | zsims wrote:
         | Western Australia could be the ongoing emu war -
         | https://en.wikipedia.org/wiki/Emu_War
        
         | jjwiseman wrote:
         | That spot in western Australia is interesting, I was looking at
         | that earlier. My map doesn't show any indication of
         | interference there, in fact from what I can tell there's plenty
         | of evidence of _no_ interference. Eh, there are sometimes
         | analysis or other artifacts, and it can be tricky to try to
         | infer too much from one hex.
        
         | lhoff wrote:
         | I crosschecked with google Maps and I belive the Jindalee
         | Operational Radar Network in Laverton is stationed there. Maybe
         | that has something to with the interference. A 560kw
         | transmitter is no joke.
         | 
         | I guess south-west Texas is most likely also military. E.g. the
         | Naval Air Station Kingsville is not far away.
        
           | Arrath wrote:
           | Huh I had no idea Australia had a big OTH radar network. TIL!
        
         | barryrandall wrote:
         | According to this study (https://web.stanford.edu/group/scpnt/g
         | pslab/pubs/papers/Liu_...), the Texas spot is the US Military
         | doing aerobatics training, causing the training aircraft to
         | repeatedly report signal loss.
         | 
         | My guess is that the spots in Western Australia are the same
         | thing, given the nearby RAAF training bases.
        
       | jjwiseman wrote:
       | I've been working on mapping GPS jamming using ADS-B data for a
       | couple years, and I'll try to address questions and points
       | brought up here based on what I know.
       | 
       | Relevant previous posts on HN:
       | 
       | 2022: https://news.ycombinator.com/item?id=32245346
       | 
       | 2023: https://news.ycombinator.com/item?id=37868106
       | 
       | (From my comment on that 2023 post: "Why haven't FlightRadar24,
       | FlightAware, or any of the other flight trackers done this?")
       | 
       | "A single observer can't really say for certain that jamming is
       | happening; you need a distributed sample from multiple different
       | sensors over a period of time to have reasonably high
       | confidence."
       | 
       | There are heuristics you can use that allow you to make a pretty
       | good guess about whether jamming is happening based on signals
       | from just one or two aircraft, and have worked well on GPSJAM for
       | the past couple years.
       | 
       | With regard to localization of GPS jammers, yes you can do
       | direction finding of the emitted signal directly, but that's easy
       | mode. For a fun challenge, do it based just on observations of
       | the ADS-B data from affected (and unaffected aircraft). Here's
       | one approach from researchers at the GPS laboratory at Stanford,
       | "GNSS Interference Source Localization Using ADS-B data":
       | https://web.stanford.edu/group/scpnt/gpslab/pubs/papers/Liu_...
       | 
       | I have some other ideas about how to do that localization.
       | 
       | https://twitter.com/lemonodor/status/1764054377982308484
       | 
       | "Do aircraft systems really only use GPS and not the full
       | constellation of navigational satellite systems?"
       | 
       | ADS-B doesn't tell you what navigation system is, but my
       | understanding is that most aircraft are still using GPS. Maybe
       | someone who works on aircraft avionics will chime in. A few years
       | ago I did see data that distinguished between different GNSS, and
       | GPS was experiencing more jamming than the others. I assume as
       | multi-network systems become more and more common jammers will
       | just target all of them, if they're not already.
       | 
       | "There looks like a big hole of no data over Ukraine, where I'd
       | most expect GPS jamming, but I suppose there are no civilian
       | flights either. Maybe they could setup an GPS observation station
       | on the ground at a surveyed point to get data there."
       | 
       | That's right, no (or few) flights over Ukraine with ADS-B
       | transponders means no data. I actually first started mapping GPS
       | jamming on Feb. 14, 2022 (https://gpsjam.org/?lat=45.00000&lon=35
       | .00000&z=3.0&date=202...), because I thought it might give me an
       | early warning of the expected Russian invasion of Ukraine. It
       | didn't work out that way--there was no indication of interference
       | right up until Feb 24., and then all civil aviation stopped and
       | there was no more data for that region (https://gpsjam.org/?lat=4
       | 9.18928&lon=33.51687&z=3.9&date=202...).
       | 
       | As some of you have noticed, GPS jamming is highly correlated
       | with conflict zones. Some conflicts are higher intensity than
       | others--for example, I think the airspace around Cyprus has been
       | jammed for years (since 2018 maybe?), and I get the feeling it's
       | more harrassment than anything else (maybe someone more
       | geopolitically savvy than me knows more).
       | 
       | "I see 2 red cells on the US/Mexico border right about
       | Texas/Coahuila region". Someone always says it's cartels, and the
       | evidence is that it's much more likely to be U.S. military
       | testing and training. First, the interference is always in the
       | Laughlin and Randolph military operating areas (MOAs)
       | (https://imgur.com/vieGhgN). Second, the interference usually
       | runs during the week and takes weekends off--which I doubt
       | cartels do, but that's the typical pattern seen for military
       | exercises.
       | 
       | "am I missing any other GPS jamming mapping or data collection
       | projects?"
       | 
       | From 2/24/2022 until 3/19/2024, gpsjam.org was the only site with
       | regularly updated GPS jamming maps. On Twitter, @auonsson
       | (https://twitter.com/auonsson) and @rundradion
       | (https://twitter.com/rundradion) have been posting geospatial and
       | other analysis of similar data for the past several months at
       | least, and @x00live (https://twitter.com/x00live) has looked at
       | ADS-B and GPS interference for a while too. (I'm not even going
       | to try to catalog academic or government efforts, though I will
       | mention HawkEye 360's satellite based GPS interference mapping:
       | https://spacenews.com/hawkeye-360-gps-ukr/)
       | 
       | "If line of sight to the jamming antenna is required to be
       | jammed, why do aircraft not have a downwards shield so that they
       | only receive GPS signal from the sky (satellites) and not from
       | jammers (coming from the bottom hemisphere)? Or is the jamming
       | signal so many orders of magnitudes stronger than the satellites
       | that there's always going to be some gain no matter how good the
       | shield is?"
       | 
       | Yes, GPS signals are so weak (below the noise floor!) that it's
       | just super easy to overpower them with terrestrial (or airborne)
       | jammers. But there are special antennas and other techniques for
       | building jam-resistant systems, e.g. "controlled reception
       | pattern antennas" (CRPA): https://www.gpsworld.com/anti-jam-
       | technology-demystifying-th... But I think the main reason most
       | civilian aircraft systems aren't jam resistant is because they
       | didn't need to be--For the past several decades GPS jamming has
       | been a much smaller issue than it is now, and I don't think there
       | was sufficient reason to spend time and money on what would have
       | been an over-engineered, mostly unnecessary system. But the
       | situation is changing, and I expect anti-jamming to become a more
       | significant concern by equipment manufacturers and aviation
       | authorities.
       | 
       | [Edited to add:]
       | 
       | "I'm in the middle of one of the red blobs on the map and just
       | used my phone with google maps to drive around. It worked fine."
       | 
       | From the GPSJAM FAQ: ""I live in one of the red zones and my GPS
       | was fine?"" (https://gpsjam.org/faq/#i-live-in-one-of-the-red-
       | zones). Yeah, the answer is, as you mentioned, aircraft fly at
       | higher altitudes, so they get much longer line of sight to the
       | jammer.
       | 
       | On the general idea of using ADS-B to map GPS interference, when
       | I thought of this idea I was pretty excited. I realized that if
       | you had access to worldwide ADS-B data, which ADS-B Exchange
       | graciously gave me as part of my Advisory Circular project
       | (https://news.ycombinator.com/item?id=24188661), you could also
       | make a worldwide map of GPS jamming, and I hadn't seen anyone do
       | that before (later I found some researchers who realized you
       | could get GPS jamming information from ADS-B, but they only
       | looked at a couple aircraft).
       | 
       | I just think it's pretty neat that even though there were
       | multiple companies devoted to processing, analyzing, and selling
       | ADS-B data, and ADS-B data is not all that complicated, none of
       | those companies had realized this new way of using it. Sometimes
       | there's gold left even in data that you think must have been
       | completely mined out.
       | 
       | Even specifically looking at ADS-B data as it relates to GPS
       | interference, there's still lots to be done! FR24 is mapping
       | jamming, but I don't think anyone else has made worldwide maps of
       | spoofing (yet!):
       | https://twitter.com/lemonodor/status/1770515361739493488
       | 
       | [Edited to add more:]
       | 
       | With respect to safety issues, yes, aircraft have redundant
       | navigation systems. But GPS is one of the important layers that
       | add safety to aviation, and it is not at all normal for entire
       | countries or even larger regions to lsoe GPS while still
       | maintaining passenger flights. This Eurocontrol presentation,
       | "GNSS Interference and Civil Aviation", has lots of details:
       | https://rntfnd.org/wp-content/uploads/Aviation-GNSS-interfer...
       | 
       | From the presentation:                 Aviation Safety is built
       | on two main principles:         * Trust your instruments
       | * Follow standard operating procedure       GNSS RFI causes
       | pilots to have to question both principles!
       | 
       | There have been close calls due to lack of GPS. It increases
       | workload for both pilots and controllers, which is a safety issue
       | by itself. Despite a lot of airlines and government aviation
       | agencies saying everything is fine, they're not really prepared
       | for a world with frequent GPS denial, and everything is not fine.
       | Industry and government are organizing emergency meetings about
       | how to handle this in a less ad hoc way than they have been so
       | far (commercial aviation is kind of the opposite of ad hoc).
        
         | jjwiseman wrote:
         | I'm not a NATO strategist or anything, so I'm adding this as a
         | child comment, but I think the big story in the GPS/aviation
         | world these days is probably Russia's near-constant frequent
         | jamming of GPS over Poland, Finland, Sweden, Estonia, and
         | Lithuania. Degrading and even neutralizing strategic
         | infrastructure in EU and NATO countries, significantly
         | affecting commercial aviation at the least, is a big deal.
         | There's some reluctance to say it's Russia doing the jamming,
         | though that seems to be the consensus among experts. I assume
         | governments know with 100% confidence who it is.
        
           | tommymanstrom wrote:
           | OSINT by Markus Jonsson
           | (https://x.com/auonsson?s=21&t=L_vyKMe6Kz1tXjeWTeGk3g) has
           | been tracking this for some time now.
        
         | dzhiurgis wrote:
         | Who is jamming around Tallinn area? Also is GPSIII just as
         | susceptible to jamming?
         | 
         | Hawkeye + SAR data would be pretty interesting for ship
         | tracking. I think I've seen some papers here before, but
         | nothing interactive like your site. I think open SAR data is
         | not quite realtime yet, but hope soon is.
        
           | MOARDONGZPLZ wrote:
           | Search and Rescue data? How does that help here? And is there
           | a repository of SAR rescues somewhere?
        
             | icegreentea2 wrote:
             | Think it's Synthetic Aperture RADAR.
        
         | keithflower wrote:
         | John, I've been following your work for years (including back
         | in the old lemonodor years). I just wanted to say thank you
         | here, for sharing your expertise for all on this topic, and for
         | all the other tremendous work you've done. What an inspiration.
        
         | tamimio wrote:
         | > but my understanding is that most aircraft are still using
         | GPS.
         | 
         | GNSS, GPS plus other constellations depends on the receiver.
         | Even drones or consumer ones support that these days, some
         | bigger drones even support L5 bands.
        
       | CSDude wrote:
       | When I wait for relatives/friends to land in Turkey, I always get
       | a mini heart attack because either plane drifts like Fast and
       | Furious or disappears completely from map and ask myself, is this
       | real this time? Sometimes I have nightmares about it, I see the
       | planes just falling down from the sky spontaneously because of
       | the stress that GPS jamming induced to me over the years.
        
       | poorman wrote:
       | Need to get some more Helium hotspots proving location with proof
       | of coverage and then people wouldn't have to rely on government
       | controlled GPS.
        
       | Havoc wrote:
       | What's the deal with a large chunk of Turkey's northern coast
       | being jammed?
        
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