吉林大学学报(工学版) ›› 2014, Vol. 44 ›› Issue (5): 1460-1465.doi: 10.7964/jdxbgxb201405038

Previous Articles     Next Articles

Joint parameter estimation based on uniform linear array of double-base MIMO radar

KANG Xiao-tao1,CHAO Wen-lan1,WANG Hao2,SHI Yao-wu1   

  1. 1.College of Communication Engineering, Jilin University, Changchun 130022, China;
    2.Academy of Fine Arts Experimental Center of Northeast Normal University, Changchun 130117,China
  • Received:2014-04-27 Online:2014-09-01 Published:2014-09-01

RICH HTML

0   

PDF (PC)

515

Abstract: A minimum norm algorithm is proposed to implement the joint estimation of direction of departure and direction of arrive under the background of Gaussian color noise. The minimum norm algorithm is based on the higher order cumulant aimed at the Uniform Linear Array (ULA) double-based MIMO radar. By utilizing the orthogonality between joint steering vector matrix and the noise subspace, a minimum norm vector is obtained from the all noise singular vectors. So the calculation complexity is reduced and the parameter estimation accuracy is improved. The simulation results show that the performance of the proposed minimum norm algorithm is better when SNR is low.

Key words: information processing, MIMO radar, minimum norm algorithm, angle estimation, uniform linear array

CLC Number: 

  • TN911.7
[1] 张明友, 汪学刚. 雷达系统[M]. 2版.北京: 电子工业出版社, 2006:375-391.
[2] Yan Hai-dong, Li Jun, Liao Gui-sheng. Multitarget identification and localization using bistatic MIMO radar systems[J].Eurasip Journal on Advances in Signal Processing, 2008, 8(2):1-8.
[3] Chen Duo-fang, Chen Bai-xiao, Qin Guo-dong. Angle estimation using ESPRIT in MIMO radar[J]. Electronics Letters, 2008, 44(12):770-771.
[4] 刘帅. MIMO雷达多目标参数估计[D]. 南京:南京航空航天大学自动化学院,2010.Liu Shuai. Multiple-targets parameter estimation for MIMO radar[D]. Nanjing: College of Automation Engineering,Nanjing University of Aeronautics and Astronautics, 2010.
[5] 洪振清,张剑云,郑志东. 基于四阶累积量的双基地MIMO雷达收发角度估计[J].火力与指挥控制,2012,37(6):119-123.Hong Zhen-qing, Zhang Jian-yun, Zheng Zhi-dong. Joint DOD-DOA estimation for bistatic MIMO radar based on fourth order cumulants[J]. Fire Control & Command Control, 2012, 37(6):119-123.
[6] 梁浩,李小波,王劲松. 色噪声环境下MIMO雷达角度估计算法[J]. 电子信息对抗技术,2012, 27(4):26-30.Liang Hao, Li Xiao-bo, Wang Jin-song. Angle estimation of MIMO radar in the presence of colored noise[J]. Electronic Information Warfare Technology, 2012, 27(4):26-30.
[7] 徐定杰,李沫璇,王咸鹏,等. 色噪声环境下双基地MIMO雷达收发角度估计[J]. 哈尔滨工程大学学报,2013,34(5):623-627.Xu Ding-jie, Li Mo-xuan, Wang Xian-peng, et al. Joint DOD and DOA estimation for bistatic MIMO radar in colored noise[J].Journal of Harbin Engineering University, 2013, 34(5):623-627.
[8] Li Jun, Long Li-bing, Liao Gui-sheng, et al. Multiple targets three-dimensional localization for bistatic MIMO radar using transmit circular array[C]∥Radar Systems,Glasgow, UK,2012:1-4.
[9] 王亮. MIMO雷达的波达方向估计[D]. 长春:吉林大学通信工程学院,2011.Wang Liang. Direction of arrival estimation based on MIMO radar[D].Changchun: College of Communication Engineering,Jilin University, 2011.
[10] 石屹然. 有色噪声背景下极化阵列信号参数估计方法研究[D]. 兰州:兰州理工大学电气工程信息工程学院,2010.Shi Yi-ran. Study on methods of parameter estimation of polarization sensitive array signal in colored noise[D]. Lanzhou: College of Electrical and Information Engineering,Lanzhou University of Technology, 2010.
[11] 成玲. MIMO 雷达参数估计研究[D]. 南京: 南京航空航天大学电子信息工程学院,2010.Cheng Ling. Study on parameter estimation for MIMO radar[D]. Nanjing: College of Electronic and Information Engineering,Nanjing University of Aeronautics and Astronautics, 2010.
[1] YING Huan,LIU Song-hua,TANG Bo-wen,HAN Li-fang,ZHOU Liang. Efficient deterministic replay technique based on adaptive release strategy [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1917-1924.
[2] LIU Zhong-min,WANG Yang,LI Zhan-ming,HU Wen-jin. Image segmentation algorithm based on SLIC and fast nearest neighbor region merging [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1931-1937.
[3] SHAN Ze-biao,LIU Xiao-song,SHI Hong-wei,WANG Chun-yang,SHI Yao-wu. DOA tracking algorithm using dynamic compressed sensing [J]. Journal of Jilin University(Engineering and Technology Edition), 2018, 48(6): 1938-1944.
[4] YAO Hai-yang, WANG Hai-yan, ZHANG Zhi-chen, SHEN Xiao-hong. Reverse-joint signal detection model with double Duffing oscillator [J]. 吉林大学学报(工学版), 2018, 48(4): 1282-1290.
[5] QUAN Wei, HAO Xiao-ming, SUN Ya-dong, BAI Bao-hua, WANG Yu-ting. Development of individual objective lens for head-mounted projective display based on optical system of actual human eye [J]. 吉林大学学报(工学版), 2018, 48(4): 1291-1297.
[6] CHEN Mian-shu, SU Yue, SANG Ai-jun, LI Pei-peng. Image classification methods based on space vector model [J]. 吉林大学学报(工学版), 2018, 48(3): 943-951.
[7] CHEN Tao, CUI Yue-han, GUO Li-min. Improved algorithm of multiple signal classification for single snapshot [J]. 吉林大学学报(工学版), 2018, 48(3): 952-956.
[8] MENG Guang-wei, LI Rong-jia, WANG Xin, ZHOU Li-ming, GU Shuai. Analysis of intensity factors of interface crack in piezoelectric bimaterials [J]. 吉林大学学报(工学版), 2018, 48(2): 500-506.
[9] LIN Jin-hua, WANG Yan-jie, SUN Hong-hai. Improved feature-adaptive subdivision for Catmull-Clark surface model [J]. 吉林大学学报(工学版), 2018, 48(2): 625-632.
[10] WANG Ke, LIU Fu, KANG Bing, HUO Tong-tong, ZHOU Qiu-zhan. Bionic hypocenter localization method inspired by sand scorpion in locating preys [J]. 吉林大学学报(工学版), 2018, 48(2): 633-639.
[11] YU Hua-nan, DU Yao, GUO Shu-xu. High-precision synchronous phasor measurement based on compressed sensing [J]. 吉林大学学报(工学版), 2018, 48(1): 312-318.
[12] WANG Fang-shi, WANG Jian, LI Bing, WANG Bo. Deep attribute learning based traffic sign detection [J]. 吉林大学学报(工学版), 2018, 48(1): 319-329.
[13] LIU Dong-liang, WANG Qiu-shuang. Instantaneous velocity extraction method on NGSLM data [J]. 吉林大学学报(工学版), 2018, 48(1): 330-335.
[14] TANG Kun, SHI Rong-hua. Detection of wireless sensor network failure area based on butterfly effect signal [J]. 吉林大学学报(工学版), 2017, 47(6): 1939-1948.
[15] LI Juan, MENG Ke-xin, LI Yue, LIU Hui-li. Seismic signal noise suppression based on similarity matched Wiener filtering [J]. 吉林大学学报(工学版), 2017, 47(6): 1964-1968.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright © Journal of Jilin University(Engineering and Technology Edition), All Rights Reserved.
Tel: +86-431-85095297　Fax: +86-431-85094074　E-mail: xbgxb@jlu.edu.cn
Powered by Beijing Magtech Co. Ltd