Multi-Sensor Passive Localization Based on Sensor Selection

被引：1

作者：

Ma, Wen ^{[1
]}

Zhu, Hongyan ^{[1
]}

Lin, Yan ^{[1
]}

机构：

[1] Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian 710049, Peoples R China

来源：

2019 22ND INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2019) | 2019年

关键词：

passive localization; sensor selection; CEO (cross entropy optimization); GDOP (geometric dilution of precision); LOCATION; TDOA;

D O I：

10.23919/fusion43075.2019.9011312

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In passive localization applications, the positioning accuracy for an emitter is highly dependent on the geometry between sensors and the target, the site error and measurement noise of sensors. We propose a sensor selection mechanism which aims to choose a subset of sensors to implement the multi-sensor passive localization. An optimization model is established by minimizing the GDOP (geometric dilution of precision), with or without the constraint on the cardinality of the selected sensor subset. The CEO (cross entropy optimization) is employed to solve the resulting complex combinatorial optimization model. Simulation experiments are conducted and simulation results demonstrate the efficiency of the proposed sensor selection scheme for multi-sensor passive localization.

引用

页数：8

共 15 条

[1] Boginski V., 2008, SPRINGER SERIES OPTI
[2] A SIMPLE AND EFFICIENT ESTIMATOR FOR HYPERBOLIC LOCATION
CHAN, YT
HO, KC
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1994, 42 (08) : 1905 - 1915
[3] Hybrid TDOA/AOA mobile user location for wideband CDMA-cellular systems
Cong, L
Zhuang, WH
[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2002, 1 (03) : 439 - 447
[4] PERFORMANCE ANALYSIS OF BEARING-ONLY TARGET LOCATION ALGORITHMS
GAVISH, M
WEISS, AJ
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1992, 28 (03) : 817 - 828
[5] GC Carter, 1981, IEEE T ACOUST SPEECH, P462
[6] An accurate algebraic solution for moving source location using TDOA and FDOA measurements
Ho, KC
Xu, WW
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (09) : 2453 - 2463
[7] Sensor Selection via Convex Optimization
Joshi, Siddharth
Boyd, Stephen
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (02) : 451 - 462
[8] Lin M, 2013, CHIN CONT DECIS CONF, P1874
[9] Naeem M., 2009, 2009 9th International Symposium on Communications and Information Technology. ISCIT 2009, P396, DOI 10.1109/ISCIT.2009.5341219
[10] Position location using wireless communications on highways of the future
Rappaport, TS
Reed, JH
Woerner, BD
[J]. IEEE COMMUNICATIONS MAGAZINE, 1996, 34 (10) : 33 - 41

← 1 2 →