Signal and Information Processing

Optimization of MIMO Radar Arrays in Near Field

Expand
  • School of Electronic and Optical Engineering, Nanjing University of Science and Technology,Nanjing 210094,China

Received date: 2012-04-01

  Revised date: 2012-09-14

  Online published: 2012-09-14

Abstract

This paper optimizes MIMO radar arrays in the near field using the genetic algorithm (GA). GA determines which elements are turned on in the two periodic arrays (transmitting and receiving arrays) to yield the lowest maximum relative sidelobe level. A fitness function of GA for MIMO radar near field pattern is
constructed, and a fast method based FFT is given to calculate the function. A pair crossover strategy is used to make a constant thinned ratio. Simulations are performed to compare the optimization of MIMO radar with symmetric and asymmetric arrays. Analysis shows that, by optimizing the MIMO radar with symmetric arrays and when focusing on a point in the detecting region, they can yield arrays that can maintain the performance when scanning other points in the same range and with a smaller angle.

Cite this article

CHEN Gang, GU Hong, SU Wei-min, WU Hao . Optimization of MIMO Radar Arrays in Near Field[J]. Journal of Applied Sciences, 2013 , 31(4) : 387 -393 . DOI: 10.3969/j.issn.0255-8297.2013.04.009

References

[1] LI J, STOICA P. MIMO radar with colocated antennas [J]. IEEE Signal Processing Magazine, 2007, 24(5): 106-14.

[2] XU L, LI J, STOICA P. Adaptive techniques for MIMO radar [C]//Fourth IEEE Workshop on Sensor Array and Multichannel Processing, July 12-14, 2006: 258-262.

[3] LEHMANN N H, HAIMOVICH A M, BLUM R S, CIMINI L. High resolution capabilities of MIMO radar [C]//ACSSC '06 Fortieth Asilomar Conference on Signals, Systems and Computers, Oct. 29 - Nov. 1, 2006: 25-30.

[4] HAIMOVICH A M, BLUM R S, CIMINI L J, Jr.. MIMO radar with widely separated antennas [J]. IEEE Signal Processing Magazine, 2008, 25(1): 116-29.

[5] MOFFET A. Minimum-redundancy linear arrays [J]. IEEE Transactions on Antennas and Propagation, 1968, 16(2): 172-5.

[6] 姚昆,杨万麟. 最佳稀布直线阵列的分区动态规划法[J]. 电子学报,1994, 22(12): 87-90.

YAO Kun, YANG Wanlin. Partioned dynamic programming applied to optimum thinning of linear arrays [J]. Acta Electronica Sinica, 1994, 22(12): 87-90. (in Chinese).

[7] HAUPT R L. Thinned arrays using genetic algorithms [J]. Antennas and Propagation, IEEE Transactions on, 1994, 42(7): 993-9.

[8] TRUCCO A, MURINO V. Stochastic optimization of linear sparse arrays [J]. Oceanic Engineering, IEEE Journal of, 1999, 24(3): 291-9.

[9] SU Yi, ZHU Yutao, YU Wenxian, XU HongBo, LEI WenTai. Multi-channel radar array design method and algorithm [J]. Science China(Information Sciences), 2010, 53(7): 1470-80.

[10] HE Q, BLUM R S, GODRICH H, HAIMOVICH A M. Target Velocity Estimation and Antenna Placement for MIMO Radar With Widely Separated Antennas [J]. Selected Topics in Signal Processing, IEEE Journal of, 2010, 4(1): 79-100.

[11] 张娟,张林让,刘楠. 阵元利用率最高的MIMO雷达阵列结构优化算法 [J]. 西安电子科技大学学报,2010, 37(1): 86-90.

ZHANG Juan, ZHANG Linrang, LIU Nan. Array optimization algorithm for MIMO radar  with a maximum physical sensors efficiency [J]. Journal of Xidian University, 2010, 37(1): 86-90. (in Chinese).

[12] ZHANG Zhaoyang, ZHAO Yongbo, HUANG Jingfang. Array Optimization for MIMO Radar by Genetic Algorithms; Image and Signal Processing, 2009 CISP '09 2nd International Congress on[C], 17-19 Oct., 2009.

[13] 何学辉,朱凯然,吴顺君. 基于整数编码遗传算法的稀疏阵列综合 [J]. 电子与信息学报,2010, 32(9): 2277-2281.

HE Xuehui, ZHU Kairan, WU Shunjun. Thinned array synthesis based on integer coded genetic algorithm [J]. Journal of Electronics and Information Technology, 2010, 32(9), 2277-2281. (in Chinese).

[14] SKOLNIK M I. Radar handbook [M]. 3rd ed. New York: McGraw-Hill, 2008.

[15] 唐海红. 稀疏线阵优化设计及共形阵性能分析 [D]. 成都:电子科技大学, 2008.

TANG Haihong. Optimization of thinned linear arrays and analysis on performance of the conformal arrays [D]. Chengdu: Univercity of Electronic Science and Technology of China, 2008. (in Chinese).

[16] OPPENHEIM A V, SCHAFER R W, BUCK J R. Discrete-time signal processing [M]. 2nd ed. Upper Saddle River, NJ: Prentice Hall, 1999.
Outlines

/