Sigma-Point Kalman Filter Based Sensor Integration, Estimation and System Identification
for Enhanced UAV Situational Awareness & Control


A project under the ONR Autonomous Operations Future Naval Capability - UAV Autonomy Program
(Contract No.: N0014-02-C-0248)


Eric A. Wan , Rudolph van der Merwe , Alexander Bogdanov

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GOAL: Develop and demonstrate a machine learning framework for probabilistic vehicle state and model parameter inference aiding the sensor integration and processing for the autonomous control of UAVs.





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