System Error Registration Algorithm for Radar Network Using PSO

System error registration is the chief issue for target tracking in radar network. in this paper, the theory for system error registration is analyzed, and optimizing function is proposed by the principle that the true position of different radar should be the same. then a heuristic technique based on a PSO (Particle Swarm Optimization) algorithm is imported to solve the optimizing function, each module in the algorithm is designed and illuminated. Finally simulation is presented to demonstrate the capability and effectiveness of the algorithm.

[1]  Henry Leung,et al.  An exact maximum likelihood registration algorithm for data fusion , 1997, IEEE Trans. Signal Process..

[2]  Cesare Alippi,et al.  Genetic-algorithm programming environments , 1994, Computer.

[3]  Lu Xiang-jun A Method of Registration Errors in Radars Netting System , 2001 .

[4]  B. Ristic,et al.  Maximum likelihood registration for multiple dissimilar sensors , 2003 .

[5]  Xu Hong A Method for System Error Correction and Precision Analysis in Radar Network System , 2008 .

[6]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[7]  F. L. Ferreras,et al.  Maximum Position Alignment Method for Noisy High-Resolution Radar Target Classification , 2008, IEEE Signal Processing Letters.

[8]  James Kennedy,et al.  Particle swarm optimization , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

[9]  Ujjwal Maulik,et al.  Genetic algorithm-based clustering technique , 2000, Pattern Recognit..

[10]  Yuhui Shi,et al.  Particle swarm optimization: developments, applications and resources , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[11]  Russell C. Eberhart,et al.  Comparison between Genetic Algorithms and Particle Swarm Optimization , 1998, Evolutionary Programming.