Joint Multi-station Target Association and Positioning Based on Divide-and-conquer and Greedy Thoughts
WANG Guanqun1,2, ZHANG Chunhua1,2,3, ZHANG Shuran4
(1.Institute of Acoustics, Chinese Academy of Sciences,Beijing 100190,China;2.Key Laboratory of Science and Technology on Advanced Underwater Acoustic Signal Processing,Chinese Academy of Sciences,Beijing 100190,China;3.University of Chinese Academy of Sciences,Beijing 100049,China;4.Systems Engineering Research Institute,China State Shipbuilding Corporation,Beijing 100036,China)
WANG Guanqun, ZHANG Chunhua, ZHANG Shuran. Joint Multi-station Target Association and Positioning Based on Divide-and-conquer and Greedy Thoughts[J]. Acta Armamentarii, 2021, 42(12): 2700-2709.
[1] 王冠群.水下传感器网络关键技术研究[D].北京:中国科学院大学,2020. WANG G Q.Research on key technologies of underwater sensor networks[D].Beijing:University of Chinese Academy of Sciences,2020. (in Chinese) [2] 王冠群,张春华,尹力,等.联合多站阵元域数据的水下目标检测与跟踪[J].声学学报,2019,44(4):491-502. WANG G Q,ZHANG C H,YIN L,et al. Underwater target detection and tracking based on array element domain data from multi-arrays[J].Acta Acoustics,2019,44(4):491-502. (in Chinese) [3] CARROLL P,MAHMOOD K,ZHOU S L,et al.On-demand asynchronous localization for underwater sensor networks[J]. Signal Processing,2014,62(13):3337-3348. [4] 张冲,夏建磊.海量杂波数据目标点关联定位算法仿真研究[J].计算机仿真,2020,37(5):412-415,472. ZHANG C,XIA J L.Simulation research on target point correlation algorithm for massive clutter data[J].Computer Simulation,2020,37(5):412-415,472.(in Chinese) [5] 蒋维特,杨露菁,杨亚桥.测向交叉定位中消除虚假点的二次聚类算法[J].兵工自动化,2007,26(11):53-55. JIANG W T,YANG L J,YANG Y Q.Quadratic clustering algorithm for eliminating false intersection points in DOA location[J].Ordnance Industry Automation,2007,26(11):53-55. (in Chinese) [6] 孙鹏,熊伟.测向交叉定位系统中的K-means聚类融合算法[J].电光与控制,2016,23(10):36-40. SUN P,XIONG W. K-means cluster and fusion algorithm for passive bearing-crossing localization system[J].Electronics Optics & Control,2016,23(10):36-40. (in Chinese) [7] 宗军君,崔逊学.多站测向交叉定位的加权最大似然估计算法及其精度分析[J].电光与控制,2015,22(11):11-13,47. ZONG J J,CUI X X.Algorithm of weighted maximum likelihood estimation in multi-station DF crossing localization and its accuracy analysis[J].Electronics Optics & Control,2015,22(11):11-13,47. (in Chinese) [8] 田晗.多站测向交叉定位中的非线性改进最小二乘法[J].科技通报,2018,34(5):112-116. TIAN H.The improved nonlinear least squares for cross location of multi-station direction[J].Bulletin of Science and Technology,2018,34(5):112-116. (in Chinese) [9] 李学敏,黄海宁,李宇,等.采用条件波数谱密度函数的宽带高分辨方位谱估计算法[J].声学学报,2019,44(4):585-594. LI X M,HUANG H N,LI Y,et al. Broad-band high-resolution direction-of-arrival estimation of a conditional wavenumber-spectral-density based approach[J].Acta Acoustics,2019,44(4):585-594. (in Chinese) [10] YANG T C.Deconvolved conventional beamforming for a horizontal line array[J].Journal of Oceanic Engineering,2018,43(1):160-172. [11] DAS A,SEJNOWSKI T J.Narrowband and wideband off-grid direction-of-arrival estimation via sparse Bayesian learning[J].IEEE Journal of Oceanic Engineering,2018,43(1):108-118. [12] 夏忠婷,张振华,王益乐.水声被动交叉定位算法应用研究[J].舰船电子工程,2015,35(11):49-51,75. XIA Z T,ZHANG Z H,WANG Y L.Application of passive sonar bearing cross location algorithm[J].Ship Electronic Engineering,2015,35(11):49-51,75.(in Chinese) [13] WANG Z,LUO J A,ZHANG X P.A novel location-penalized maximum likelihood estimator for bearing-only target localization[J].IEEE Transactions on Signal Processing,2012,60(12): 6166-6181. [14] 徐济仁,薛磊.最小二乘方法用于多站测向定位的算法[J]. 电波科学学报,2001,16(2):227-230. XU J R,XUE L.LS algorithm used in DF and locatation[J]. Chinese Journal of Radio Science,2001,16(2):227-230. (in Chinese) [15] GARDNER W A,BROWN W A,CHEN C K.Spectral correlation of modulated signals: part Ⅱ-digital modulation[J].IEEE Transactions on Communications,1987,35(6):595-601. [16] 李立萍,孟静,陈天麒.一种排除无源交叉定位虚假交点的新方法[J].系统工程与电子技术,1999,21(4):20-23. LI L P,MENG J,CHEN T Q.A new method for eliminating false intersection points in passive cross location[J].Systems Engineering and Electronics,1999,21(4):20-23. (in Chinese) [17] 姜亦武,王明宇,陈锋莉.基于距离门限判决的交叉定位假点剔除算法[J].现代雷达,2008,30(8):46-48. JIANG Y W,WANG M Y,CHEN F L.Algorithm of false location elimination based on range threshold judgment in cross localization[J].Modern Radar,2008,30(8):46-48. (in Chinese) [18] 蒋维特,杨露菁,杨亚桥.测向交叉定位中基于最小距离的二次聚类算法[J].火力与指挥控制,2009,31(10):25-28. JIANG W T,YANG L J,YANG Y Q.Quadratic clustering algorithm based on least distance in DOA location[J].Fire Control & Command Control,2009,31(10):25-28.(in Chinese) [19] 窦丽华,刘航,陈杰,等.无源定位系统的多目标数据关联算法[J].兵工学报,2008,29(2):217-220. DOU L H,LIU H,CHEN J,et al.Data association algorithm for multi-target in passive location system[J].Acta Armamentarii,2008,29(2):217-220. (in Chinese) [20] 李猛,王智,李元实,等.角度传感器网络多目标定位的数据关联算法[J].电子学报,2014,42(10):1887-1893. LI M,WANG Z,LI Y S,et al. Data association in multi-target localization using bearing-only sensor networks[J]. Acta Electronica Sinica,2014,42(10):1887-1893.(in Chinese) [21] 曲长文,冯奇,李廷军.基于分治-贪心算法的高斯混合多观测站CPHD滤波器[J].电子学报,2018,46(10):2472-2479. QU C W,FENG Q,LI T J.Multisensor CPHD filter with Gaussian mixture implementation based on divide-conquer and greedy algorithm[J].Acta Electronica Sinica,2018,46(10):2472-2479. (in Chinese)