Farmers ‘crippled’ by satellite failure as GPS-guided tractors grind to a halt
smh.com.au
smh.com.au
The GPS signal has a digital signal (with a wavelength of ~300m) modulated with a sine wave (with a wavelength of ~20cm) - you can measure the 20cm signal much more precisely than the 300m signal, but it's 'ambiguous' because it repeats every 20cm and you don't know how many waves of the sine have passed.
If you can receive two frequencies, giving you two slightly different sine waves, you can multiply them together and get a sine wave with a longer period, which (together with some clever maths) lets you bridge the gap between the unambiguous-but-imprecise digital signal and the precise-but-ambiguous sine wave.
You also need a fixed base station at a known location - or access to a commercial network of such stations.
I may be wrong, but I don't know of any system for cell-tower derived corrections being redistributed out as GNSS corrections. Could you clarify the specific system you described?
AGPS is used when satellite coverage is poor, like urban canyons in a city, also a situation where there are a lot of cell towers and triangulation is somewhat useful
I think what you're referring to with cell tower triangulation (and also WiFi location, etc.) is generally referred to as "hybrid location service" and is usually done at a higher level (ie - in software) using AGPS as one input to a sensor fusion algorithm.
Once this is available, the receiver can then focus on the signals that are expected and will then be able to provide a 3D fix as soon as it receives something from 4 satellites, which would be in a few seconds.
Differential GPS, by contrast, transmits the difference between the surveyed location of a base station and the GPS-derived position of the same station. That offset can be used locally to correct other nearby GPS receivers.
Phones also use trilateration on the cell tower signals to get an approximate solution before trying to solve 3d+time on the GPS signal.
Easily maybe.
I can’t see any reason someone can’t take a stationary GPS enabled device and use that to broadcast the differential between received location and actual location. Probably could do it for less than $20 in equipment. Add multiple units and get triangulation for free.
That is enough movement that it can throw off purely GPS solutions.
https://www.australiangeographic.com.au/topics/science-envir...
> ...
> But two important things have happened since then. Australia has moved about 1.6 metres northeast, effectively moving the location of mapped features and their associated GDA94 coordinates.
> At the same time, positioning technology has evolved considerably. By 2020, Australia will have moved by 1.8 metres and many of us will own devices that could pinpoint locations with accuracy as small as, well, a smartphone. With real-time access to precise satellite positioning at our fingertips, we’ll notice discrepancies with GDA94-mapped features.
> Imagine the confusion if a driverless car can determine its coordinates with (say) decimetre accuracy, in the GNSS datum, but the stored map features were referenced to our old datum GDA94 and and were nearly two metres different. That’s probably not even in the same lane.
SparkFun has some kits in this space, but you can easily pay up to $10k or more for a more commercialized system that is designed for surveying, or other related purposes.
If that's really true then what the was even the point of building Galileo HAS then? I swear these things could not be more confusing.
Trouble is, that (and Galileo HAS) assumes you have internet access. Maybe you're so far out in the middle of nowhere (This is Australia we're talking about in TFA) that the internet isn't available, or reliable.
So maybe you think satellite-based corrections are the way to go, but I concur, a local RTK reference would also work. (But 99.9% of the time, the satellite service is gonna be less hassle.)
As other have said can do a local install. A pair of RTK receivers is only $500. But you need a connection between the base station and the tractor. These farms are pretty flat so perhaps perhaps technically it's not so difficult with LORA. But these are farmers, not hackers, and perhaps it has to talk to the tractor, and perhaps the tractor is made by John Deer. It all gets very hard very quickly.
In the mean time SBAS was a off the shelf solution the dealer could sell to everyone because it worked everywhere in the country. Until it didn't.
Precision enables a lot of savings.
The bigger problem is that computer vision is hard and expensive, while doing differential GPS is less expensive and much easier. I made our robot fully autonomous for development using only differential GPS, and we are working now on adding a vision system. A couple of GPS receivers and some very simple code is just easier to manage.
- - - -
edit to add: I just saw your comment https://news.ycombinator.com/item?id=35637541 and yeah we are on the same page. Let's do this thing.
The land I just got is for a mutual-benefit non-profit corp I started (Ariadne Systems) to do pretty much exactly what you describe!
> ...you can ensure that everyone gets fed etc without paying for it by building an economy where everyone is part owner of the productive machinery they depend upon. Then no one is poor. Creating an economy where a preponderance of the firms are cooperatives is a good start. So this can be done in a traditionally libertarian way, without high taxes or strong government intervention.
The corp I started is just such a cooperative firm (well, it will be once I find some people to cooperate with, eh?) to co-own the productive machinery and ecologically-harmoniously agriculturally-productive farm land, and provide goods and services (and eventually homes) to the members.
https://community.twistedfields.com/t/join-the-solar-farming...
My desire is to get productive on the land (as in make some money) ASAP. Ideally it can pay for itself starting now.
Before I go off on a big ol' stream of consciousness brain dump, let me ask you, what about a scenario where you provide me with one of your kits (free or at cost maybe?) and I agree to give you, say, 15% of gross sales of produce raised with your machine? You would retain ownership of the machine, I would be responsible for maintenance and repair. Something like that? It just occurred to me so I haven't thought it through yet. (I can raise the question on your forums if you like? I just joined.)
Anyway, like I said, I want to make money on this land. I very much want it to pay for itself, I really want to avoid getting another programming job (now that the machines can talk and program themselves my heart isn't in it anymore.) And it would be fantastic if I can make enough money to fund all my grand ideas (including robots.)
I'm developing a plan (the purchase was kind of sudden) in roughly three phases:
I) collect and sell stuff laying around. Rocks, wood, etc. I am jealous of that matériel but it's a quick and easy way to make a few grand to fund the next stage.
II) SPIN (Small Plot INtensive) market gardens. ( https://spinfarming.com/ ) If i give over an acre or two to SPIN plots and figure out how to reach markets I should be able to make $50k-$100k per year easily.
Neither of the above are regenerative. The whole point is to fund:
III) Food forest. I figure you're hip to that already, but I want to share a video I just saw last night "From a Dry Field to a Lush Food Forest in 18 Months" https://www.youtube.com/watch?v=icJx01VuV6I So there it is: if you have the resources you can do that in 18 months. (I have many of the species he mentions already in my seed box! Now I have room to germinate them! Que mad scientist laugh. I have about four hundred species of seeds ready to go.)
Food forests not only produce, uh, produce, they also grow the seeds and cuttings etc. to make more food forest. (I've had people ask if regenerative ag is scalable. Yes, it is scalable. Life scales. That's like it's whole deal. That and being gorgeous!)
Long-term I want to have a botanical garden, a tropical conservatory, ponds and water systems etc... It's gonna be great!
I would love that thank you so much!
This is all great stuff to post on the forum! It is hard for me to engage with everyone about the project because I am doing so much stuff, but I also want other people to see the enthusiasm our project generates.
> what about a scenario where you provide me with one of your kits (free or at cost maybe?) and I agree to give you, say, 15% of gross sales of produce raised with your machine?
Thank you for the suggestion. Our project is moving slowly. It will be some time before we are able to ship kits, and even when we do the plan is to ship them without tools. Its going to be a long but worthwhile road to profitable farming with these machines.
I love everything you're saying tho. Welcome to the community!
It's been that kind of a wekk.
In an agricultural setting Western Australian grain fields are hundreds of acres in size across relatively flat landscapes .. it's a sea of waving grain to the horizon in all directions from tractor height.
While there are locations that have distinct visual features it's no universal panecea and won't offer the cm accuracy desired.
Can your visual navigation system figure out where those pipes are each year to within 2 cm? visual geographic features are going to change a lot over the years - the local ground is smoothed out every year, trees (if any) will grow or die, fence posts will be replaced...
https://www.ga.gov.au/scientific-topics/positioning-navigati...
For details: https://www.ga.gov.au/__data/assets/pdf_file/0011/123320/SBA...
All that went out the window when the Inmarsat-41 satellite signal failed.
Can somebody who actually knows what happened fill us in? Because saying you depended on one satellite for GPS makes no sense. Based on the article as-written, this is headline is wildly misleading. The tractor failure has fuck-all to do with GPS. It sounds like their satellite data link failed and the tractors shut down without a control signal.
I have no real knowledge of this, but maybe they were relying on that satellite to transmit DGPS corrections for their region or something, to improve accuracy.
Edit: Found this while replying to a now-deleted comment:
Even if it's not exactly DGPS, it seems like it's some kind of accuracy-improvement service:
https://www.abc.net.au/news/rural/2023-04-18/inmarsat-i-4f1-...:
> He has got a workaround for now, using the old free-to-air GPS that is a lot less accurate, but he said he was disappointed with the lack of information on the outage.
IIRC, regular GPS positions have an error of at least a few meters, which is not good enough if you're trying to plant crops.
Edit2: Just digging around, I found this: https://en.wikipedia.org/wiki/GNSS_augmentation#Satellite-ba...
> The Australian SBAS [Satellite-based augmentation system] using Inmarsat 41, which famously suffered a failure in April 2023.[6][7]
It's not free; there's a substantial subscription charge. Here's one that works in the US.[1] We used Novatel's for the DARPA Grand Challenge 20 years ago.
[1] https://novatel.com/products/gps-gnss-correction-services/te...
Also, the subscription is probably considerably cheaper than buying the equipment to replicate it.
There are more components for big farms. There are repeaters to re-broadcast the correction signal, which in the US is in the 900MHz ISM band. Some Deere dealers have their own stations throughout a farming community. There's a fee to use that.
It's like having your own server instead of using "the cloud". Works fine, takes more attention.
"To put together a one-inch accurate RTK system for John Deere tractors, you start with an Autotrac automatic steering kit, which is $5,040 plus installation costs of $1,200. Then you add a monitor. John Deere offers three monitors: the basic Greenstar display for $1,700, Model 1800 colour display for $2,250, and Model 2600 touchscreen display for $6,294."
"The standard receiver with StarFire 1 capability is $3,144. That gets you accurate to within eight inches either side of the desired path. To move up to StarFire 2 and its sub-four-inch accuracy, you need software upgrades: $5,040 for the Autotrac software upgrade and $2,500 for the receiver software upgrade."
"To go from SF2 to RTK, you need a receiver that includes a radio to communicate with the RTK base station and with the satellites. This costs $1,695. You also need RTK activation, which costs $3,780."
"Add it up. From square one, with the top-end monitor, you’re looking at around $30,000 to equip the tractor for RTK. But wait. You need a base station. A two-channel base station will cost another $15,000 or so."
Call me a luddite; but if we're at the point that one needs bloody GPS to remain competitive, I'm beginning to question the resilience of our food production system as integrated with the global market.
Everyone needs food. Period. If you can't get that food from where you grow to somewhere that needs it, that sounds more like the problem that needs solving.
Then again, I think practically every problem reduces to logistics problem if you dig deep enough.
https://www.deere.com/en/technology-products/precision-ag-te...
With DGPS corrections, like you get with the satellite that failed, you get about 10 cm positional accuracy. For dryland crop farming, that's often good enough. It is more accurate than what most human operators can achieve and reduces operator fatigue. So many ag GPS systems are setup to use it out of the box.
There are other solutions, in addition to RTK. Trimble has "CenterPoint". There are Omnistar corrections (different sats, better accuracy than DGPS). Novatel has "GLIDE" but I've never seen it in use.
$100 ublox module + accoutrement https://github.com/taroz/TouchRTKStation
10's of millions of people are wandering around with absolutely no conception of where their food comes from, and whether there is anything they need to do to keep it that way.
I see this as a bug, not a feature.
Providing a high-resolution GPS-like service at affordable scale is not simple.
Reading other comments here, it seems that these exist, in tandem with GPS, to get absolute positioning. But I don't see why absolute positioning would be needed; relative positioning should suffice.
Most technology give you 20+ cm resolution[1], the one farmer are using are at ~4cm resolution .
[1] https://link.springer.com/article/10.1007/s11277-021-08209-5
Edit: I say don't need a driver, or whether they always needed a driver who now just needs to drive, but that to me doesn't constitute 'crippled'
We aren't going back to mediaeval times just because satnav stopped working.
Reminds me how we technologied all of the fish out of the water and pretended we got more fish that way.
On the other tab I just learn that trusted publishers are a mechanism. Plants are mechanisms too! If you let them struggle without helping them they will figure out a way. Even if you help them you (the human) are not growing the plant. If you open the curtain you are not rising the sun. The plant grows the plant. We've done a great job making it dependent on our nm technology. It's now pampered, weak, lazy and addicted to convenience. We've made food in our own image. If it could talk it would disagree with me and praise socialism.
Well, what if I told you that, if GPS failed, many other (stationary!) operations would be impacted? Including financial.
We rely on space computers for more than position, we also rely on them for accurate timekeeping. If you are connected to the internet you can get time corrections that way, but there's plenty of devices that are gathering time data from space.
Now, the issue here is not so much that they are using satellites, is that they are _only_ using satellites (and, it would seem, they are using them for the entire time they are operating). Land-based stations around the field to provide location information could definitely be used instead. Or other mechanisms.
I don't know if tractors have inertial navigation units but, if not, maybe they should. That would at least allow them to operate after the initial fix was established (which doesn't even require GPS, just a well-known starting point). Basically, the same thing that airliners already do.
EDIT: found this - https://www.digikey.com/en/articles/use-inertial-measurement...
If the rubber factory takes a day off, the truck in the field can still drive.
etc, etc.
Can't talk to a specific single space computer with no fallback? truck in the field might as well be a potato.
...All of which seems a little silly in comparison to setting up some solar powered, battery backuped wireless radios/beacons, and establishing a localized coordinate grid, no extraterrestrial equipment required.
Or is cutting out a tractors width of field around all beacons enough to render a farmer uncompetitive as well?
I just resent the implication that just because we have GPS satellites, that those are the only form factor such a solution can take. I always saw satellite GPS as A) a quick global win for the public and B) sort of an incentive to keep iterating on rocketry in parallel with establishing similar terrestrial nav gridding.
I don't think it is wise to just not establish terrestrial nav grids because GPS. Always, always, always build redundancies.
"SouthPAN services in Australia and New Zealand are back online and available to users, as the service outage affecting SouthPAN users via Inmarsat I-4F1 Satellite has now been rectified."
Also at top of SouthPAN page https://www.ga.gov.au/scientific-topics/positioning-navigati...
As a keen OpenStreetmapper I'm always interested in improvement to accuracy. However its a two edge sword as I found out when I got a L1/L5 mouse receiver. A whole bunch of street centrelines locally are out by 1-2m which is seriously annoying when you know about it.
It's gotten incredibly affordable.
> Inmarsat’s aircraft safety and other L-band satcom services for the Asia-Pacific region are operable again, following an outage of the firm’s I-4 F1 satellite which forced operators to switch to high frequency (HF) radio. The news comes as a relief to operators, pilots, aviation enthusiasts and tech-savvy flyers.
> London-based Inmarsat explains in a fresh update today that the L-band satellite “suffered a partial loss of power” which invoked automatic procedures on the satellite that led to the suspension of services for East Asia and the Pacific region starting at 21.14 UTC on Sunday 16 April.
https://runwaygirlnetwork.com/2023/04/inmarsat-safety-servic...
> The British satellite Inmarsat I-4 F1, which provides services for East Asia and the Pacific regions, is back in operation after an outage on Sunday.
> The incident is prompting farmers and industry groups to examine their backup systems for the technology they are using.
Questions raised about reliance of satellite technology for farming after Inmarsat I-4 F1 outage https://www.abc.net.au/news/rural/2023-04-19/inmarsat-i-4-f1...
PSA: if you want to learn about corrected GNSS, stop reading this thread now. I started replying to some comments then gave up, most here are more wrong than right.
I get really annoyed by how in nearly any physics or cosmology post, half the comments are a bunch of people smugly declaring that dark matter is just an imaginary fudge factor added by lazy dishonest scientists.
Get a ublox F9P board and antenna. Couple hundred dollars.
Set it up to do RTK using public CORS base stations (will give you 2cm apx accuracy). You will get a kick out of it.
Then next level is grab the latest rtklib, and do PPP processing.
The RTK step is simple and will boost your motivation to learn more. PPP is also easy to setup, but there are many things you can take to make it more accurate. Each one you will learn about something new. Satellite clock corrections, position corrections, ionosphere and troposphere modelling, receiver dynamics, tidal loading, wind up, etc. List goes on a lot
Once you've done that you'll have a 'feel' for it. From there you'll find your own resources based on what most interests you
And yea, it is fascinating. I'm not bored of it after all this time. New stuff keeps coming out. SSR is super interesting right now
I worry there's a serious misconception in the discussion of this article on the current utility of these GPS systems. It's not like Interstellar, where farm equipment can run unattended--you still need a worker in the tractor to perform the turns at each corner and monitor any deficiencies in the seeder/sprayer. I grew up on a farm growing the crops listed in this article. We didn't get GPS guidance on any of our tractors until the early 2010's--GPS is a convenience, not a dependency. If GPS systems were malfunctioning, we would revert to the way we had planted for decades: drive in a straight line towards the next n'th fence post over at each turn.
We've built a very complex distributed system that lacks resiliency in some very serious ways.
The systems that have failed are those using GPS with differential corrections, which achieve ~2cm accuracy for 'precision agriculture' (tractor auto-steer, making efficient use of chemicals by only spraying them precisely on the plant, etc)
The degradation is they now only have normal GPS which is accurate to within a few meters - but that's useless for precision agriculture.
I've very unclear why they are using this one specifically rather then GPS or GNSS. Or even a combo if the Inmarsat has uniquely good properties?
There are agricultural versions. Deere sells some.[1] They call this "RTK".
[1] https://www.deere.com/en/technology-products/precision-ag-te...