scholarly journals Comparative study of Kalman filter-based target motion analysis by incorporating Doppler frequency measurements

2021 ◽  
Vol 14 (1) ◽  
pp. 1-12
Author(s):  
Ehsan Ul Haq ◽  
Hassan Arshad Nasir ◽  
Asif Iqbal ◽  
Muhammad Ali Qadir
Keyword(s):  
Kalman Filter ◽  
Comparative Study ◽  
Motion Analysis ◽  
Doppler Frequency ◽  
Target Motion ◽  
Frequency Measurements ◽  
Target Motion Analysis

A New Method for Target Motion Analysis

2013 ◽  
Vol 336-338 ◽  
pp. 2354-2358
Author(s):  
Chao Ma ◽  
Chun Jie Qiao ◽  
Yue Ke Wang ◽  
Shen Zhao
Keyword(s):  
Kalman Filter ◽  
Motion Analysis ◽  
Relative Error ◽  
Target Motion ◽  
New Method ◽  
Range Estimation ◽  
Target Motion Analysis

The paper proposes a new method for a targets trajectory, assumed to be linear and uniform, based on the observation of its speed and bearings. After introducing the new method based on assumed model, the paper analyzes the relative error of range estimation caused by speed and bearings estimations relative error; The results of target motion analysis (TMA) is optimized by linearizing the model and using kalman filter. Pond test shows that relative error of range estimation calculated by this method is less than 10-1.

scholarly journals Robust target motion analysis using the possibility particle filter

2019 ◽  
Vol 13 (1) ◽  
pp. 18-22 ◽  
Author(s):  
Branko Ristic ◽  
Jeremie Houssineau ◽  
Sanjeev Arulampalam
Keyword(s):  
Particle Filter ◽  
Motion Analysis ◽  
Target Motion ◽  
Target Motion Analysis
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