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Distributed Optimization Based on Utility with Delay Constraints in Wireless Sensor Networks

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成果类型:
期刊论文
作者:
Liao, Shengbin*;Cheng, Wenqing;Liu, Wei;Yang, Zongkai
通讯作者:
Liao, Shengbin
作者机构:
[Liao, Shengbin; Yang, Zongkai] Huazhong Univ Sci & Technol, Elect & Informat Engn Dept, Wuhan, Peoples R China.
[Liao, Shengbin; Yang, Zongkai; Cheng, Wenqing; Liu, Wei] Hua Zhong Normal Univ, Engn & Res Ctr Informat & Technol Educ, Hubei Sheng, Peoples R China.
通讯机构:
[Liao, Shengbin] H
Huazhong Univ Sci & Technol, Elect & Informat Engn Dept, Wuhan, Peoples R China.
语种:
英文
关键词:
sensor network;optimization;network utility maximization;dual decomposition;delay
期刊:
2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8
年:
2009
页码:
3256-+
基金类别:
National Natural Science Foundation of China [60772088, 60602029]
机构署名:
本校为其他机构
院系归属:
教育信息技术学院
摘要:
Delay requirement becomes a key problem for the time sensitive applications in wireless sensor networks besides the power conservation issue. This paper proposes a novel Network Utility Maximization (NUM) model with constrained delay for real-time applications in wireless sensor networks. By using dual decomposition techniques, we present a distributed iterative price and rate adaption algorithm which converges to the global optimal solution. The presented algorithm can jointly control congestion and contention while meeting the delay requirement ...

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