nasa / OnAIR

The On-board Artificial Intelligence Research (OnAIR) Platform is a framework that enables AI algorithms written in Python to interact with NASA's cFS. It is intended to explore research concepts in autonomous operations in a simulated environment.
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Update sliding window approach of Kalman filter implementation #145

Open goodwilj opened 1 month ago

goodwilj commented 1 month ago

The existing Kalman filter has an inefficient approach in which is slides a Kalman filter over the window and averages the predictions. Only one Kalman filter should be used on the entire window for the prediction.