POLARIMETRIC MIMO RADAR TARGET DETECTION BASED ON GLOWWORM SWARM OPTIMIZATION ALGORITHM

被引：0
|
作者：
Jiang, Hong [1 ]
Tang, Xiaohui [1 ]
机构：
[1] Jilin Univ, Coll Commun Engn, Changchun 130012, Peoples R China
来源：
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) | 2014年
关键词：
Polarimetric MIMO radar; target detection; glowworm swarm optimization; polarization waveform design;
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
Arbitrary transmit polarization waveforms are permitted to match the scattering properties of the target for polarimetric multiple-input multiple-output (MIMO) radar systems in order to improve the detection performance. In this paper, a polarization optimization method based on glowworm swarm optimization (GSO) algorithm is proposed to select the polarization waveforms of the transmit array to maximize detection probability. The signal model of polarimetric MIMO radar is described. A Neyman-Pearson criterion based detector is designed, and the closed expression of false alarm probability and detection probability in Gaussian clutter is elicited. Then, polarization waveform design based on GSO algorithm is presented. The algorithm performance is analyzed by simulation, and the detection probability for the solution of GSO is compared with other several transmit polarization schemes.
引用
收藏
页数：5
相关论文
共 50 条
  • [21] GLRT-based Detection Algorithm for Polarimetric MIMO Radar Against SIRV Clutter
    Cui, Guolong
    Kong, Lingjiang
    Yang, Xiaobo
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2012, 31 (03) : 1033 - 1048
  • [22] GLRT-based Detection Algorithm for Polarimetric MIMO Radar Against SIRV Clutter
    Guolong Cui
    Lingjiang Kong
    Xiaobo Yang
    Circuits, Systems, and Signal Processing, 2012, 31 : 1033 - 1048
  • [23] A New Glowworm Swarm Optimization Based Clustering Algorithm for Multimedia Documents
    Pushpalatha, K.
    Ananthanarayana, V. S.
    2015 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 2015, : 262 - 265
  • [24] A novel hybrid optimization algorithm based on glowworm swarm and fish school
    Liu, Hongxia
    Zhou, Yongquan
    Yang, Yan
    Gong, Qiaoqiao
    Huang, Zhengxin
    Journal of Computational Information Systems, 2010, 6 (13): : 4533 - 4542
  • [25] MIMO system multiuser detection - Based on particle swarm optimization algorithm
    Guo, Zhenqing
    Xiao, Yang
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 2305 - +
  • [26] A Novel Chaos Glowworm Swarm Optimization Algorithm for Optimization Functions
    Huang, Kai
    Zhou, Yong Quan
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 426 - 434
  • [27] Glowworm swarm optimization algorithm with improved movement pattern
    He, Lifang
    Tong, Xiong
    Huang, Songwei
    Wang, Qingping
    2013 6TH INTERNATIONAL CONFERENCE ON INTELLIGENT NETWORKS AND INTELLIGENT SYSTEMS (ICINIS), 2013, : 43 - 46
  • [28] Using glowworm swarm optimization algorithm for clustering analysis
    Huang Z.
    Zhou Y.
    Journal of Convergence Information Technology, 2011, 6 (02) : 78 - 85
  • [29] Glowworm Swarm Optimization Algorithm for Solving Numerical Integral
    Yang, Yan
    Zhou, Yongquan
    INTELLIGENT COMPUTING AND INFORMATION SCIENCE, PT I, 2011, 134 (0I): : 389 - 394
  • [30] Research on Glowworm Swarm Optimization Localization Algorithm Based on Wireless Sensor Network
    Zeng, Ting
    Hua, Yu
    Zhao, Xian
    Liu, Tao
    2016 IEEE INTERNATIONAL FREQUENCY CONTROL SYMPOSIUM (IFCS), 2016, : 77 - 81
12345