Conference
Improved Particle Filtering Schemes for Target Tracking
Abstract
In this paper, we propose two improved particle filtering schemes for target tracking, one based on gradient proposal and the other based on Turbo principle. We present the basic ideas and derivations and show detailed results of three tracking applications. Favorable experimental findings have shown the efficiency of our proposed schemes and their potential in other tracking scenarios.
Authors
Chen Z; Kirubarajan T; Morelande MR
Volume
4
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 1, 2005
DOI
10.1109/icassp.2005.1415966
Name of conference
Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.