Comment on TimesFM: Time Series Foundation Model for time-series forecastingComments−aantix2yWould this be useful in predicting lat/long coordinates along a path? To mitigate issues with GPS drift.If not, what would be a useful model?−smokel2yMap matching to a road network might be helpful here. For example, a Hidden Markov Model gives good results. See for instance this paper:"Hidden Markov map matching through noise and sparseness" (2009)https://www.microsoft.com/en-us/research/wp-content/uploads/...−bbstats2yKalman filter
Comments
Would this be useful in predicting lat/long coordinates along a path? To mitigate issues with GPS drift.
If not, what would be a useful model?
Map matching to a road network might be helpful here. For example, a Hidden Markov Model gives good results. See for instance this paper:
"Hidden Markov map matching through noise and sparseness" (2009)
https://www.microsoft.com/en-us/research/wp-content/uploads/...
Kalman filter