Location tracking in a wireless sensor network by mobile agents and its data fusion strategies

被引:75
作者
Tseng, YC [1 ]
Kuo, SP [1 ]
Lee, HW [1 ]
Huang, CF [1 ]
机构
[1] Natl Chiao Tung Univ, Dept Comp Sci & Informat Engn, Hsinchu 30050, Taiwan
关键词
D O I
10.1093/comjnl/47.4.448
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The wireless sensor network is an emerging technology that may greatly aid humans by providing ubiquitous sensing, computing and communication capabilities, through which people can more closely interact with the environment wherever they go. To be context-aware, one of the central issues in sensor networks is location tracking, whose goal is to monitor the roaming path of a moving object. While similar to the location-update problem in PCS networks, this problem is more challenging in two senses: (1) there is neither a central control mechanism nor a backbone network in such an environment and (2) the wireless communication bandwidth is very limited. In this paper, we propose a novel protocol based on the mobile agent paradigm. Once a new object is detected, a mobile agent will be initiated to track the roaming path of the object. The agent is mobile since it will choose the sensor closest to the object to stay. The agent may invite some nearby slave sensors to cooperatively position the object and inhibit other irrelevant (i.e. farther) sensors from tracking the object. As a result, the communication and sensing overheads are greatly reduced. Our prototyping of the location-tracking mobile agent based on IEEE 802.11b NICs and our experimental experiences are also reported.
引用
收藏
页码:448 / 460
页数:13
相关论文
共 21 条
[1]  
AURENHAMMER F, 1991, COMPUT SURV, V23, P345, DOI 10.1145/116873.116880
[2]  
Bahl P., 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064), P775, DOI 10.1109/INFCOM.2000.832252
[3]   GPS-less low-cost outdoor localization for very small devices [J].
Bulusu, N ;
Heidemann, J ;
Estrin, D .
IEEE PERSONAL COMMUNICATIONS, 2000, 7 (05) :28-34
[4]   Coding theory framework for target location in distributed sensor networks [J].
Chakrabarty, K ;
Iyengar, SS ;
Qi, HO ;
Cho, EC .
INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS, 2001, :130-134
[5]   Special issue on Global Positioning System [J].
Enge, P ;
Misra, P .
PROCEEDINGS OF THE IEEE, 1999, 87 (01) :3-15
[6]  
Estrin D., 1999, P MOBICOM, DOI DOI 10.1145/313451.313556
[7]  
Fang Q., 2003, P 4 ACM INT S MOBILE, P165
[8]  
Horling B., 2001, Proceedings of the Fifth International Conference on Autonomous Agents, P417, DOI 10.1145/375735.376399
[9]  
HUANG B, 2001, STUDY SPATIAL STRUCT
[10]  
Intanagonwiwat C., 2000, P ACM MOBICOM, P56, DOI DOI 10.1145/345910.345920