The Application of Particle Filter Algorithm in Multi-target Tracking

2011 ◽  
pp. 419-424
Author(s):  
Jiaomin Liu ◽  
Junying Meng ◽  
Juan Wang ◽  
Ming Han
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Multi Target Tracking ◽  
Particle Filter Algorithm

Multi-Target Tracking Based on Optimized Particle Filter Algorithm

2012 ◽  
Vol 11 (1) ◽  
pp. 630-633
Author(s):  
Junying Meng ◽  
Jiaomin Liu ◽  
Juan Wang ◽  
Ming Han
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Multi Target Tracking ◽  
Particle Filter Algorithm

A Fuzzy Spectral Clustering and Particle Filter Algorithm for Multi-Target Tracking

2012 ◽  
Vol 7 (17) ◽  
pp. 468-474
Author(s):  
Zhou Wang ◽  
Jing Li ◽  
Min Liu ◽  
Yu Xue ◽  
Yi Zhuang
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Spectral Clustering ◽  
Multi Target Tracking ◽  
Particle Filter Algorithm

The Particle Filter Algorithm Research for Target Tracking Based on Information Fusion

2012 ◽  
Vol 628 ◽  
pp. 440-444 ◽  
Author(s):  
Juan Li ◽  
Hui Juan Hao ◽  
Mao Li Wang
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Information Fusion ◽  
Particle Filtering ◽  
Tracking System ◽  
Distributed Sensor ◽  
Multi Target Tracking ◽  
Particle Filter Algorithm ◽  
Gaussian System ◽  
Non Gaussian

This paper researches the particle filters Algorithms for target tracking based on Information Fusion, it combines the traditional Kalman filter with the particle filter. For multi-sensor and multi-target tracking system with complex application background, which is nonlinear and non-gaussian system, the paper proposes an effective particle filtering algorithm based on information fusion for distributed sensor, this algorithm contributes to the solution of particle degradation problems and the phenomenon of particle lack, and achieve high precision for target tracking.

scholarly journals Study on Multi-Target Tracking Based on Particle Filter Algorithm

2013 ◽  
Vol 5 (2) ◽  
pp. 427-432
Author(s):  
Junying Meng ◽  
Jiaomin Liu ◽  
Yongzheng Li ◽  
Juan Wang
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Multi Target Tracking ◽  
Particle Filter Algorithm

scholarly journals Research on underwater target tracking based on Gaussian Hermitian Kalman Particle filter algorithm

2021 ◽  
Vol 1748 ◽  
pp. 032037
Author(s):  
Chengzhen Zhang ◽  
Yang Yang ◽  
Yuanming Ding
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Particle Filter Algorithm ◽  
Underwater Target

Target Tracking Based on Optimized Particle Filter Algorithm

2013 ◽  
Vol 8 (5) ◽  
Author(s):  
Junying Meng ◽  
Jiaomin Liu ◽  
Juan Wang ◽  
Ming Han
Keyword(s):  
Particle Filter ◽  
Target Tracking ◽  
Particle Filter Algorithm
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