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On design of sequential sensor fusion system

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2 Author(s)
Emura, S. ; NTT Human Interface Labs., Tokyo, Japan ; Tachi, S.

Most algorithms currently proposed for sensor integration implicitly assume that the signals from all sensors are synchronized, but this does not hold in real situations. The paper proposes to handle time-variant sensor combination systems by a sequence, and formulates a method to verify that the designed sequence is stable, together with a method to predict theoretically the performance of the designed sequence based on the mutual information rate. This enables a sequence of sensor combinations to be designed rationally

Published in:

Robotics and Automation, 1998. Proceedings. 1998 IEEE International Conference on  (Volume:4 )

Date of Conference:

16-20 May 1998