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A novel threshold optimization for distributed OS-CFAR of multistatic radar systems by using the genetic algorithm

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3 Author(s)
Weixian Liu ; Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore ; Lu, Y. ; Fu, J.S.

Distributed order statistics constant false alarm rate (OS-CFAR) detection techniques are important for nonstationary observation with varying weak narrowband random signals. However, it is very difficult to choose system parameters to obtain optimal threshold values because of the nonlinear property of the distributed OS-CFAR detection system. This paper provides a novel solution based on an effective and flexible genetic algorithm. Using this approach, all system parameters are directly coded in decimal chromosomes and they can be optimized simultaneously. The simulation results show that using the proposed approach one can achieve better performances than the reported methods and results. Furthermore, our method can also be used for more general nonhomogeneous situations with different fusion rules

Published in:

Radar Conference, 2001. Proceedings of the 2001 IEEE

Date of Conference:

2001

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