Measurement preprocessing for nonlinear target tracking

T. C. Wang, P. K. Varshney

Research output: Contribution to journalArticle

3 Scopus citations

Abstract

When measurements are available in the polar or spherical co-ordinate system the tracking algorithm becomes nonlinear. The authors consider the problem of tracking a target moving at a constant velocity in a straight-line trajectory when the measurements are available in polar co-ordinates. A new algorithm involving co-ordinate transformation, linearization and approximation is presented. The transformed measurements are preprocessed and provided to a Kalman filter which yields the final state estimates. Simulation results are presented to demonstrate the superior performance of the new algorithm for the nonlinear problem.

Original languageEnglish (US)
Pages (from-to)316-322
Number of pages7
JournalIEE Proceedings, Part F: Radar and Signal Processing
Volume140
Issue number5
DOIs
StatePublished - Jan 1 1993

ASJC Scopus subject areas

  • Engineering(all)

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