Communication structure planning for multisensor detection systems

被引:26
作者
Kasetkasem, T [1 ]
Varshney, PK [1 ]
机构
[1] Syracuse Univ, Dept Elect Engn & Comp Sci, Syracuse, NY 13244 USA
关键词
D O I
10.1049/ip-rsn:20010146
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The authors address the problem of communication structure planning in multisensor detection systems under communication constraints and also under a generalised cost formulation. The communication constraint is specified in terms of the amount of communication allowed in the system, while the generalised cost functions measure the efficiency of communication used. System optimisation algorithms are del eloped for both criteria. Examples for both Bayesian and Neyman-Pearson formulations are presented for illustration. A variety of scenarios are considered to study their effect on system performance.
引用
收藏
页码:2 / 8
页数:7
相关论文
共 13 条
[1]   Distributed detection with multiple sensors .2. Advanced topics [J].
Blum, RS ;
Kassam, SA ;
Poor, HV .
PROCEEDINGS OF THE IEEE, 1997, 85 (01) :64-79
[2]   LINEAR DIVERSITY COMBINING TECHNIQUES [J].
BRENNAN, DG .
PROCEEDINGS OF THE INSTITUTE OF RADIO ENGINEERS, 1959, 47 (06) :1075-1102
[3]  
Fox B., 1966, Manag Sci, V13, P210, DOI [DOI 10.1287/MNSC.13.3.210, 10.1287/mnsc.13.3.210]
[4]  
KASETKASEM T, 1999, THESIS SYRACUSE U NY
[5]  
PAPASTAVROU JD, 1986, P 25 C DEC CONTR
[6]  
PENNY DE, 1998, P FUS 98 LAS VEG JUL
[7]   Censoring sensors: A low-communication-rate scheme for distributed detection [J].
Rago, C ;
Willett, P ;
BarShalom, Y .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1996, 32 (02) :554-568
[8]  
RAPPOPORT TD, 1996, WIRELESS COMMUNICATI
[9]  
van Trees H. L., 2002, Detection, estimation, and modulation theory, part I: detection, estimation, and linear modulation theory
[10]  
Varshney P. K., 1997, Distributed Detection and Data Fusion