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Yes. I was director of Research and Innovation in a company that produces equipment for people to do VTS and VTMIS, which is the maritime equivalent of Air Tra
by ColinWright 3y ago
Yes. I was director of Research and Innovation in a company that produces equipment for people to do VTS and VTMIS, which is the maritime equivalent of Air Traffic Control.
We track targets (mostly ships, mostly maritime, but not always) and we use Kalman Filters (and variants) extensively.
https://en.wikipedia.org/wiki/Kalman_filter#Nonlinear_filters https://en.wikipedia.org/wiki/Kalman_filter#Nonlinear_filter...
Contrary to your experience, there was a time when we were ridiculed for not using Kalman Filters, but in the limited niche we inhabited then, our internally developed algorithms out-performed Kalman.
But mostly, these days, yes, we use Kalman Filters of various types.
- Randor 3y ago>> our internally developed algorithms out-performed Kalman Could you tell me more about this? What other algorithms are used for position tracking and motion estimation. I have seen various ML models... RNN/DNN used. I'm guessing with VTMIS you are doing time-series predictions?
- ColinWright 3y agoRegrets, but no. Developed internally and commercial secrets. 8-(