Energy-balanced data Gathering algorithm based on ant colony optimization

	Energy-balanced data Gathering algorithm based on ant colony optimization
	Huang, Jian 1; Wang, Haiyuan 1; Shi, Weiren 1; Tang, Yunjian 1; Xu, Lei2
	2010-08-01
发表期刊	Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument
ISSN	0254-3087
卷号	31 期号:8 SUPPL.页码:42-46
摘要	In wireless sensor network data collection process, the energy of some nodes consume excessively because of the uneven distribution of network data flow, which shorten the network lifetime. In order to improve the energy efficiency of network, the energy-balanced data gathering based on ant colony optimization (Energy-balanced Data Gathering algorithm based on ACO, EDG-ACO) algorithm was presented. The algorithm gives consideration to the node's residual energy, the distance to the neighbor nodes, the distance between neighbor nodes and the base and so on, with the aim to avoid selecting the low power node as the transmit node by updating the strategy through pheromone. Simulation results show that, EDG-ACO algorithm can improve the network level of energy balance effectively, compared with the related data collection algorithms, it can balance the node energy consumption and prolong the network lifetime better.
关键词	Data acquisition Energy balance Energy efficiency Energy utilization Sensor nodes Wireless sensor networks ACO algorithms Ant Colony Optimization (ACO) Data collection Data gathering Energy-balanced Network lifetime Residual energy Wireless sensor
收录类别	EI
语种	中文
出版者	Science Press
EI入藏号	20111113746620
EI分类号	525.2 Energy Conservation ; 525.3 Energy Utilization ; 722 Computer Systems and Equipment ; 722.3 Data Communication, Equipment and Techniques ; 723.2 Data Processing and Image Processing ; 921.5 Optimization Techniques ; 931 Classical Physics ; Quantum Theory ; Relativity
原始文献类型	Journal article (JA)
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/2996
专题	科研与社会服务处
作者单位	1.College of Automation, Chongqing University, Chongqing 400044, China; 2.Chongqing College of Electronic Engineering, Chongqing 401331, China
推荐引用方式 GB/T 7714	Huang, Jian,Wang, Haiyuan,Shi, Weiren,et al. Energy-balanced data Gathering algorithm based on ant colony optimization[J]. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument,2010,31(8 SUPPL.):42-46.
APA	Huang, Jian,Wang, Haiyuan,Shi, Weiren,Tang, Yunjian,&Xu, Lei.(2010).Energy-balanced data Gathering algorithm based on ant colony optimization.Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument,31(8 SUPPL.),42-46.
MLA	Huang, Jian,et al."Energy-balanced data Gathering algorithm based on ant colony optimization".Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument 31.8 SUPPL.(2010):42-46.