DocumentCode :
191038
Title :
Cognitive Radar Tracking method in Multipath Scenarios Based on Waveform Parameters Design
Author :
Jun Yang ; Chang-zhou Fan ; Hui Wang ; Ying Luo ; Guo-zheng Wang
Author_Institution :
Inf. & Navig. Coll., Air Force Eng. Univ., Xi´an, China
fYear :
2014
fDate :
5-8 Aug. 2014
Firstpage :
738
Lastpage :
742
Abstract :
This paper presents a target tracking method based on cognitive waveform parameters design. Firstly, the state model and the measurement model are constructed with the moving state and the parameters of transmit waveform. Then, the particle swarm optimization particle filter is used to track the target which has a good performance on reducing the number of particles and degeneracy. On the basis, the radar waveform parameters are further cognitively designed using Posterior Cramer-Rao bounds method. Simulation results show that the proposed method can accomplish the tracking better compared with traditional method.
Keywords :
cognitive radio; multipath channels; particle filtering (numerical methods); particle swarm optimisation; radar signal processing; target tracking; cognitive radar tracking method; cognitive waveform parameters design; measurement model; multipath scenarios; particle swarm optimization particle filter; posterior Cramer-Rao bounds method; state model; target tracking method; Educational institutions; Scattering; Cognitive Radar; Particle Filter; Target Tracking; Waeform Design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, Communications and Computing (ICSPCC), 2014 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4799-5272-4
Type :
conf
DOI :
10.1109/ICSPCC.2014.6986294
Filename :
6986294
Link To Document :
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