[codyd51]

Hi! Yes, "from scratch" is definitely always a bit of a funny term. I also implemented the receiver in Python, which is quite far from "scratch" =). What I mean by it in this context is that I'm taking a piece of hardware that knows nothing about GPS, and just has the ability to sample the EM field, and building up a receiver from there.

Re. slow TTFF, or time-to-first-(position)-fix on older hardware, this essentially stems from advancements in processing power.

Traditionally, GPS receivers would need to download the ‘almanac’ of all the satellites, which takes a minimum of 12.5 minutes (under certain conditions) due to the GPS data transmission format and speed. With modern processing power, though, receivers (including gypsum) can just ‘brute force’ the search space to find the in-view satellites, instead of using the hints downloaded over the air. This is the technique described at the end of Part 1.

[tialaramex]

The fast TTFF on a typical modern device e.g. your phone is because the device has the Internet, and so it can obtain all the information it needs from the Internet up front, it isn't magically brute forcing everything needed, that's not practical at all.

The 12.5 minutes includes a rough multi-week almanac which you could perhaps brute force given available compute and receive capability (original GPS receivers have a single channel receiver and minute compute capability) but they more importantly include the ephemerides, precise data about exactly where the birds are and the atmospheric conditions, replaced hourly by a ground station. You can't "brute force" these - they're parameters measured by someone with objective truth like "I, a massive NASA satellite ground terminal in Florida, am definitely not moving, therefore this GPS bird #14 is 0.08 metres away from where it should be, I will adjust the data for the next hour accordingly".

[codyd51]

Yes, I forgot to mention downloading the orbital parameters over the network! Thanks for mentioning this as well.

In this case, I was meaning to refer to brute-forcing the Doppler-shifts and PRN phases of each satellite, not the orbital parameters themselves. The project in the OP is able to get a position fix in less than a minute because, if the subframe timings are convenient, you can retrieve the necessary ephemeris parameters from the subframes in that span (and down to as little as 18 seconds in ideal conditions, if my back-of-the-napkin is right).

[makomk]

Yeah, the key reason this enables so much faster time to first fix is that the precise ephemeris parameters are transmitted much more often than the full almanac, but only from the satellite they apply to whereas each satellite broadcasts the entire almanac covering the whole constellation. If I'm understanding the info out there correctly, every transmission of the ephemeris data comes with only 1/25th of the almanac.

Most decent modern-ish receivers tend to have pretty speedy aquisition time without any assistance data. For example, the reasonably ancient GPS running watch I use can usually get a GPS lock in a couple of minutes from cold with no internet access (in a wrist-sized device running on battery!), and even the two decade old SiRFstarIII chipset is specced to have a sub-minute cold start time without assistance and much shorter with - though I think that chipset was pretty advanced for the time.

[michaelt]

You don't need to brute force the almanac - why would you?

But it's very much feasible to 'brute force' your initial signal lock by searching for all gold codes at a range of frequency offsets.

And it doesn't take 12.5 minutes to get the ephemerides - the almanac is sent in paginated form which is why it takes so long, the ephemerides are sent more often - they repeat every 30 seconds, and they're enough for a navigation fix.

Although 30 seconds isn't amazing, so cell phones do use their data connection to shortcut that wait.

[tialaramex]

> You don't need to brute force the almanac - why would you?

I have no idea, but the claim was that you get faster fix with brute force when I know that's not why it's fast in practice.

> But it's very much feasible to 'brute force' your initial signal lock by searching for all gold codes at a range of frequency offsets.

I hadn't even imagined this constituting "brute force". Is my phone using "brute force" to find the WiFi router? At some point it's not really "Brute force" it's "There are a handful of options, try all of them" and GPS seems past that point especially on modern hardware.

This actually reminded me of a (possibly no longer extant) design choice in Encrypted Client Hello - we don't necessarily know if the encryption was done with key F we gave out yesterday afternoon or key G which we just began using an hour ago, do we need a way to signal that in the connection? No, just try all valid keys. If you can't afford to try more than two keys, make sure you only roll them slowly so you won't need to.

[michaelt]

> I hadn't even imagined this constituting "brute force". Is my phone using "brute force" to find the WiFi router?

Early receivers were a lot less advanced than modern receivers - one of the key functions of the almanac is to help receivers figure out what satellites they can expect to see - thus greatly reducing the range of gold codes and time offsets they have to check.

Unlike wifi, GPS signals are below the noise floor until the gold code is applied to despread the signal, and the gold code has to be synchronized with the received signal to detect it.

The gold codes are pseudorandom and designed to stop signals interfering with one another. Unless you know which gold code you're looking for, and find its time offset (accurate to about 2 chips in 1023) you can't tell it apart from noise.

You also don't quite know the frequency you're looking for - partly due to the imprecision of the receiver clock, partly because GPS satellites move very fast and so can have a lot of Doppler shift (depending on where they are in the sky relative to the receiver of course)

Back when receivers had more limited physical hardware, searching through ~30 different satellites, multiplied by ~500 different gold code offsets, multiplied by a few different Doppler shifts could be a slow process. Especially if you'd found a handful of satellites, so some of your receiver channels were tied up with tracking leaving you with fewer for searching!

So ignoring the almanac and brute forcing every satellite, gold code offset and doppler shift is one of the many ways performance has increased since this stuff was developed in the late 1970s.

[myself248]

Small note -- the codes are named after Robert Gold, so being a proper noun, they should be capitalized, just like Gray, Hadamard, or Golay codes.

[error503]

> I hadn't even imagined this constituting "brute force". Is my phone using "brute force" to find the WiFi router? At some point it's not really "Brute force" it's "There are a handful of options, try all of them" and GPS seems past that point especially on modern hardware.

Your phone only needs to listen to the WiFi router on one channel at a time in operation, and the signal parameters are well enough defined that they can be scanned quickly. A GPS receiver requires at least 4 parallel channels to achieve a position solution, and there are up to 32 possible codes the satellites could be at. Scanning 6 channels across 32 codes, and then also sweeping phase and doppler shift to lock them , just to 'discover' if there is a valid signal there takes time, and this is what older receivers had to do. Modern receivers tend to just 'brute force' this by having an entire receive pipeline dedicated to every possible PRN all the time, and possibly even correlate multiple doppler shifts simultaneously as well, so they effectively have 32 (or more) receive channels, despite only ever expecting a maximum of 12 birds being visible. The extra channels are necessary more or less exclusively to reduce acquisition time, so I think it's fair to call them 'brute force'.

[aaronax]

Related: Satellite-based augmentation system (SBAS), of which Wide Area Augmentation System (WAAS) is the USA implementation.

https://en.wikipedia.org/wiki/GNSS_augmentation

[Cyph0n]

As an EE grad, I would still consider what you did to be “from scratch”. Yes, the RF side is complex, but for the purposes of GPS, it is also generic enough to abstract out. Nice work.

[AdamJacobMuller]

Please don't take the "from scratch" bit as criticism. It was just amusing trivia :)

Ah, the almanac part I completely forgot about, that makes a lot of sense, I read that part but forgot how it USED to be done when we couldn't just throw cycles at it.