Android GPS Location Speed Unreliable

I have worked on GPS hardware for more than 7 years now. The accuracy reading is also not 100% accurate.
Manufacturers state accuracy along with the system used for measuring it.
CEP, RMS, 2DRMS, and R95 are some of the systems.
Read this article for more information:

The accuracy figure does not include outliers. For example, if stated accuracy 5 meters then readings taken in good signal conditions will have maximum error of 5 meters, 95% of the time. Nothing can be said about the remaining 5% readings or about readings taken in bad signal contions. Protection against these outliers is the special sauce that makes a good location based app stand out from the rest.

Some things you can do are:

  1. Filter out insanely high speeds. Make use of altitude as hint for being in a airplane.
  2. Correlate information from motion sensors and see if they agree with
    GPS. Motion sensor signatures will be very different in steady state
    and in motion.
  3. The typical size of a GSM/3G cell is under a kilometer in urban
    areas and 5-10 kilometers in sparsely populated areas. If the
    vehicle is moving at high speed for some time and the cell tower
    information is still the same, you know something is wrong.
  4. Does the GPS fix read north one moment and south the next that too
    at a high speed? If yes, it is most likely a GPS error.
  5. Check the number of Satellites used in GPS calculation. 12 is outstanding, 9 is healthy, 5 or less is poor, 4 is bare minimum for lat,lon + altitude
    calculation, 3 is bare minimum for lat,lon calculation. Anything less than 3 is not a valid reading. You can be much more confident about the validity of data if number of satellites is high.

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