Design of ESS-based Adaptive Particle Filter for Real-time Tracking

Author:

Xie Mingzhu1,Wu Zhilin1,Li Xiang1,Liu Shuanglong1

Affiliation:

1. Hunan Normal University,Key Laboratory of Low-Dimensional Quantum Structures and Quantum Control,Changsha,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference14 articles.

1. Performance and complexity analysis of adaptive particle filtering for tracking applications;bolic;Conference Record of the Thirty-Sixth Asilomar Conference on Signals Systems and Computers,2002

2. Using learning for approximation in stochastic processes;koller;ICML,1998

3. Effective sample size for importance sampling based on discrepancy measures

4. Adapting the Sample Size in Particle Filters Through KLD-Sampling

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