期刊
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
卷 5, 期 4, 页码 649-664出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSTSP.2011.2125943
关键词
Adaptive networks; cognitive networks; diffusion adaptation; mobility; self-organization
资金
- National Science Foundation [CCF-1011918, CCF-0942936, ECS-0725441]
- Division of Computing and Communication Foundations
- Direct For Computer & Info Scie & Enginr [0942936, 1011918] Funding Source: National Science Foundation
In this paper, we investigate the self-organization and cognitive abilities of adaptive networks when the individual agents are allowed to move in pursuit of a target. The nodes act as adaptive entities with localized processing and are able to respond to stimuli in real-time. We apply adaptive diffusion techniques to guide the self-organization process, including harmonious motion and collision avoidance. We also provide stability and mean-square performance analysis of the proposed strategies, together with computer simulation to illustrate results.
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