Approaches to multisensor data fusion in target tracking: A survey

被引：243

作者：

Smith, Duncan ^{[1
]}

Singh, Sameer

机构：

[1] Loughborough Univ Technol, Res Sch Informat, Loughborough LE11 3TU, Leics, England

[2] QinetiQ, Winfrith Technol Ctr, Dorchester DT2 8XJ, Dorset, England

[3] Loughborough Univ Technol, Res Sch Informat, Loughborough LE11 3TU, Leics, England

来源：

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING | 2006年 / 18卷 / 12期

关键词：

distributed sensors; tracking; information fusion; data fusion;

D O I：

10.1109/TKDE.2006.183

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The tracking of objects using distributed multiple sensors is an important field of work in the application areas of autonomous robotics, military applications, and mobile systems. In this survey, we review a number of computationally intelligent methods that are used for developing robust tracking schemes through sensor data fusion. The survey discusses the application of the various algorithms at different layers of the JDL model and highlights the weaknesses and strengths of the approaches in the context of different applications.

引用

页码：1696 / 1710

页数：15

共 196 条

[61] Vehicle classification in distributed sensor networks [J].

Duarte, MF ;

Hu, YH .

JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2004, 64 (07) :826-838

[62]

ERRINGTON I, 1989, P IEE C STAT EST AER

[63]

Escamilla-Ambrosio PJ, 2002, PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL II, P1542, DOI 10.1109/ICIF.2002.1021000

[64]

ESCAMILLAAMBROS.PJ, 2003, P 42 IEEE C DEC CONT

[65]

FAN T, 2000, P IEEE INT RAD C

[66]

FARIAN A, 2002, IEE P RAD SON NAV, V149

[67]

FITZGERALD RJ, 1989, MULTITARGET MULTISEN

[68] COMBINING SONAR AND INFRARED-SENSORS FOR MOBILE ROBOT NAVIGATION [J].

FLYNN, AM .

INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1988, 7 (06) :5-14

[69] Dynamic agent classification and tracking using an ad hoc mobile acoustic sensor network [J].

Friedlander, D ;

Griffin, C ;

Jacobson, N ;

Phoha, S ;

Brooks, RR .

EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2003, 2003 (04) :371-377

[70]

Gad A, 2002, PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL I, P448, DOI 10.1109/ICIF.2002.1021189

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