A comparison between centerlized and distributed agent-based evolutionary target tracking system

被引：0
|
作者：
Khalifa, Yaser M. A. [1 ]
Okoene, Ehi [1 ]
Al Murad, Mohamed Basel [2 ]
机构：
[1] SUNY Albany, Dept Elect & Comp Engn, New Paltz, NY 12561 USA
[2] Aston Univ, Dept Comp Sci, Birmingham B4 7ET, W Midlands, England
来源：
2006 13TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS 1-3 | 2006年
关键词：
D O I：
10.1109/ICECS.2006.379644
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper introduces an agent-based target tracking system. A comparison between two communication schemes among these agents and a central processing unit to provide the target tracking task is also provided. The target tracking is done in two stages. In the first stage, Genetic Algorithms is implemented to insure optimum coverage of the available agent-sensors over the target area. Sensors are activated based on need according to the tracking requirement of the moving object. To optimize power usage and hence minimize human intervention for maintenance purpose, unneeded sensors are kept in a low-power stand-by state. In the second stage Sensor-agents can communicate among each other through either a centralized or a distributed communication scheme. Results show that distributed system, in which sensor-agents have direct communication among themselves without the need for a central processing unit, proves to be more efficient.
引用
收藏
页码：1152 / +
页数：2
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