R-adaptive kalman filtering approach to estimate head orientation for driving simulator

Abstract

Kalman filters are used to overcome system latency by predicting head orientation using AC magnetic tracker. To achieve optimum performance from the Kalman filter, the process and measurement covariance must be accurately set to tune the filter in the intelligent environment, i.e. driver assistive service. This paper discusses two adaptive Kalman filters… (More)

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