Analyses on Target Tracking under Quantized Communication

Huan Xin Peng; Wen Kai Wang; Bin Liu

doi:10.4028/www.scientific.net/AMR.889-890.658

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 889-890Analyses on Target Tracking under Quantized...

Analyses on Target Tracking under Quantized Communication

Abstract:

In the paper, we address the problem of target tracking with quantized communication. While the probabilistic distributed function of the measurement is unknown, in order to simplify the calculations of target tracking system and improve the accuracy of estimation, we propose a Kalman filter under uniformly probabilistic quantization, and analyze the performance of the probabilistic quantization Kalman filter. Simulations results are provided to verify the performance of the target tracking system under uniformly probabilistic quantization.

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Periodical:

Advanced Materials Research (Volumes 889-890)

Pages:

658-661

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.889-890.658

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Online since:

February 2014

Authors:

Huan Xin Peng*, Wen Kai Wang, Bin Liu

Keywords:

Kalman Filter, Probabilistic Quantization, Quantized Communication, Target Tracking

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