Overlapping Coalition Formation Game Based Opportunistic Cooperative   Localization Scheme for Wireless Networks

doi:10.1109/TCOMM.2017.2706266

CORC > 北京大学 > 信息科学技术学院

	Overlapping Coalition Formation Game Based Opportunistic Cooperative Localization Scheme for Wireless Networks
	Zhang, Rongqing ; Zhao, Zijun ; Cheng, Xiang ; Yang, Liuqing
刊名	IEEE TRANSACTIONS ON COMMUNICATIONS
	2017
关键词	Cooperative localization overlapping coalition formation (OCF) game opportunistic selection terminating criterion WIDE-BAND LOCALIZATION SENSOR NETWORKS FUNDAMENTAL LIMITS SELF-LOCALIZATION NAVIGATION FRAMEWORK TRACKING MIMO
DOI	10.1109/TCOMM.2017.2706266
英文摘要	Cooperative localization has emerged as a promising technique which can complement or even replace global positioning systems (GPS) in many practical scenarios, such as GPS-denied environments. In this paper, we concentrate on the distributed cooperative localization design. The conventional distributed cooperative localization approaches usually yield high computational complexity and communication overhead, due to the lack of an efficient link selection mechanism. For this purpose, we propose a novel concept named opportunistic cooperative localization, based on which each agent is able to select the most informative links rather than utilize all the possible links in a distributed, self-organized, and self-optimized manner. To achieve effective opportunistic selection, overlapping coalition formation (OCF) game is employed. In addition, we also provide an optimized terminating criterion, based on which the agents will be able to know whether and when they are well localized, and thus can terminate their localization procedure efficiently. Through simulations, we observe that by virtue of the proposed OCF game based opportunistic cooperative localization scheme along with the provided terminating criterion, the limitations of conventional distributed cooperative localization can be alleviated at the cost of negligible performance degradation.; National Science Foundation of China [61622101, 61571020]; Ministry National Key Research and Development [2016YFE0123100]; National Science Foundation [CNS-1343189]; SCI(E); ARTICLE; 8; 3629-3642; 65
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/471653]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Zhang, Rongqing,Zhao, Zijun,Cheng, Xiang,et al. Overlapping Coalition Formation Game Based Opportunistic Cooperative Localization Scheme for Wireless Networks[J]. IEEE TRANSACTIONS ON COMMUNICATIONS,2017.
APA	Zhang, Rongqing,Zhao, Zijun,Cheng, Xiang,&Yang, Liuqing.(2017).Overlapping Coalition Formation Game Based Opportunistic Cooperative Localization Scheme for Wireless Networks.IEEE TRANSACTIONS ON COMMUNICATIONS.
MLA	Zhang, Rongqing,et al."Overlapping Coalition Formation Game Based Opportunistic Cooperative Localization Scheme for Wireless Networks".IEEE TRANSACTIONS ON COMMUNICATIONS (2017).