how to align sliding window to extract features from multi modal timeseries data?
I have two datasets that are collected at different frequencies at the same time. One is recorded at 128Hz and another one is recorded at 512 Hz. I am trying to extract some features using the moving window technique but I have some problems.
- Frequencies of both datasets are different.
- the timestamp is in unix format and changes in nanoseconds. hence there won't be any match at the start and end of each second or minute.
- one of the datasets is actually a little longer than the other by a few seconds.
is there any way I can align my window properly with respect to timestamp and calculate features? or if there is another way please suggest me.