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
  • [41] Mutation and Memory mechanism for improving Glowworm Swarm Optimization Algorithm
    Bassel, Atheer
    Nordin, Md Jan
    2017 IEEE 7TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE IEEE CCWC-2017, 2017,
  • [42] Discrete Glowworm Swarm Optimization Algorithm With Key Strategy Adjustment
    Li, Jizhen
    Cui, Kunjun
    Du, Xinpeng
    Cheng, Dongshan
    Liu, Zihao
    PROCEEDINGS OF 2019 IEEE 7TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2019), 2019, : 359 - 364
  • [43] A Novel K-means Image Clustering Algorithm Based on Glowworm Swarm Optimization
    Zhou, Yongquan
    Ouyang, Zhe
    Liu, Jiakun
    Sang, Gaoli
    PRZEGLAD ELEKTROTECHNICZNY, 2012, 88 (08): : 266 - 270
  • [44] Ensemble Learning With Tournament Selected Glowworm Swarm Optimization Algorithm for Cyberbullying Detection on Social Media
    Daniel, Ravuri
    Murthy, T. Satyanarayana
    Kumari, Ch. D. V. P.
    Lydia, E. Laxmi
    Ishak, Mohamad Khairi
    Hadjouni, Myriam
    Mostafa, Samih M.
    IEEE ACCESS, 2023, 11 : 123392 - 123400
  • [45] Ridge Regression Based on Glowworm Swarm Optimization Algorithm with t-Distribution Parameters
    Zhang, Shihan
    Nai, Wei
    Qiu, Yujie
    Xu, Wei
    Yang, Zan
    Li, Dan
    Xing, Yidan
    PROCEEDINGS OF 2021 IEEE 11TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC 2021), 2021, : 191 - 194
  • [46] Improved Glowworm Swarm Optimization Algorithm Based on a Sigmoid Function for the Absolute Value Equation
    Wang, Feiran
    Chen, Chen
    Chen, Kai
    Shen, Liang
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [47] Super Resolution Reconstruction of Video Images Based on Improved Glowworm Swarm Optimization Algorithm
    Yu, Wenjing
    Zhang, Mingjun
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC), 2018, : 331 - 335
  • [48] Precise identification of moving vehicular parameters based on improved glowworm swarm optimization algorithm
    Li, H. L.
    Lu, Z. R.
    Liu, J. K.
    Huang, M.
    INVERSE PROBLEMS IN SCIENCE AND ENGINEERING, 2017, 25 (05) : 694 - 709
  • [49] Pattern synthesis of MIMO radar using differential particle swarm optimization algorithm
    Jiang, Yi
    Dong, Jian
    Liu, Fang
    Yue, Yantao
    Shi, Ronghua
    OPTIK, 2015, 126 (24): : 5781 - 5786
  • [50] A Glowworm Swarm Optimization based Multi-constraint Multicast Tree Spanning Algorithm
    Li, Wen
    Wang, Wenbo
    Jing, Xiaojun
    Liu, Jie
    Tian, Yongchun
    Feng, Wei
    2014 5TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2014, : 1166 - 1170
12345