How to properly triangulate GSM cell towers to get a location?
First of all, I am trying to do all this disaster in c# (.net 4) so if you come up with some code to help me that would be appreciated but really anything would help at this point.
I have a situation where I have a device that can only get GSM Cell information (incidentally via the AT+KCELL command) so I have a collection of values about cell towers (each has LAC, MCC, MNC, Cell ID, Signal Strength and the first Timing Advance). I think, therefore, I am in a good place to be able to come up with some sort of longitude and latitude coordinate (albeit inaccurate, but, well meh). This is where I am reaching out for help because now my little brain is confused...
I can see various services that provide cell code resolution (Google, Open Cell ID, etc) and they take LAC,MCC etc as arguments and return a coordinate. I figure that what they return would, therefore, be the coordinate of the given tower I pass in. So in my case I could send off all the LACs etc that I have and get back a collection of longitude and latitudes. Brilliant, but that is not where my device is. Now I think I need to do some kind of triangulation and this is where my lack of knowledge is hurting me.
So am I right so far? Assuming I am, how do I perform this calculation (is there something out there that will tell me what to do with all these numbers or, even better, some open source library I can reference and feed all this stuff into to get something sensible)?
I'm assuming that I would need to use the timing advance to work out some approximate distance from a cell tower (maybe using the signal strength somehow) but what do I have to do? As you can tell - I am way out of my depth here!
For example, this is something I might get back from the aforementioned AT command:
5,74,33,32f210,157e,8101,50,0,79,3,32f210,157e,80f7,37,64,5,32f210,157e,810b,37,55,32,32f210,157e,9d3,27,41,33,32f210,157e,edf8,15
breaking it up and parsing it I would get (I hope I parse this right - there is a chance there is a bug in my parsing routine of course but it looks reasonable):
Number of cells: 5
Cell 1
LAC: 5502
MNC: 1
MCC: 232
Cell ID: 33025
Signal: 80
ARFCN: 74
BSIC: 33
Timing advance: 0
Longitude: 14.2565389
Latitude: 48.2248439
Cell 2
LAC: 5502
MNC: 1
MCC: 232
Cell ID: 33015
Signal: 55
ARFCN: 79
BSIC: 3
Longitude: 14.2637736
Latitude: 48.2331576
Cell 3
LAC: 5502
MNC: 1
MCC: 232
Cell ID: 33035
Signal: 55
ARFCN: 64
BSIC: 5
Longitude: 14.2488966
Latitude: 48.232513
Cell 4
LAC: 5502
MNC: 1
MCC: 232
Cell ID: 2515
Signal: 39
ARFCN: 55
BSIC: 32
Longitude: 14.2488163
Latitude: 48.2277972
Cell 5
LAC: 5502
MNC: 1
MCC: 232
Cell ID: 60920
Signal: 21
ARFCN: 41
BSIC: 33
Longitude: 14.2647612
Latitude: 48.2299558
So with all that information how do I find, in the most accurate way, where I actually am?
Answer
I can help you with a bit of the theory.
Triangulation is basically finding the intersection point of 3 circles.
Each mobile tower is the center of a circle. The size of the circle is relative to the signal strength of that tower.
The place where the 3 circles overlap is where the user is.
You can do some very basic triangulation as follows:
3 Towers at tx1,ty1 tx2,ty2 tx3,ty3 With signal strengths s1, s2, s3 We calculate the weight of each signal. Essentially a number from 0 to 1 for each tower where the sum of the weights adds up to 1. Weighted signal w1, w2, w3 where: w1 = s1/(s1+s2+s3) w2 = s2/(s1+s2+s3) w3 = s3/(s1+s2+s3) User will be at x: (w1 * tx1 + w2 * tx2+ w3 * tx3) y: (w1 * ty1 + w2 * ty2+ w3 * ty3)
Here is a working example using the values from your question:
s1 = 80 s2 = 55 s3 = 55 s4 = 55 s5 = 21 w1 = 80 / ( 80 + 55 + 55 + 55 + 21 ) w2 = 55 / ( 80 + 55 + 55 + 55 + 21 ) w3 = 55 / ( 80 + 55 + 55 + 55 + 21 ) w4 = 55 / ( 80 + 55 + 55 + 55 + 21 ) w5 = 21 / ( 80 + 55 + 55 + 55 + 21 ) w1 = 0.3007519 w2 = 0.2067669 w3 = 0.2067669 w4 = 0.2067669 w5 = 0.0789474 1. Longitude: 14.2565389 1. Latitude: 48.2248439 2. Longitude: 14.2637736 2. Latitude: 48.2331576 3. Longitude: 14.2488966 3. Latitude: 48.232513 4. Longitude: 14.2488163 4. Latitude: 48.2277972 5. Longitude: 14.2647612 5. Latitude: 48.2299558 Location Longitude = 14.2565389 * 0.3007519 + 14.2637736 * 0.2067669 + 14.2488966 * 0.2067669 + 14.2488163 * 0.2067669 + 14.2647612 * 0.0789474 Location Latitude: = 48.2248439 * 0.3007519 + 48.2331576 * 0.2067669 + 48.232513 * 0.2067669 + 48.2277972 * 0.2067669 + 48.2299558 * 0.0789474 Result Longitude: 14.255507 Result Latitude: 48.2291628