Optimizing Energy-Efficient Reconstruction of Mobile Point Source in Sensor Networks

被引:1
作者
Chen, Zhi-Gang [1 ]
Zhao, Ming [1 ]
Guo, Ying [1 ]
Deng, Xiao-Heng [1 ]
机构
[1] Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Energy Efficient; Reconstruction Distortion; Point Source; Mobility; Sensor Networks; MEDIUM ACCESS-CONTROL; RETRIEVAL;
D O I
10.1080/15501320802581391
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To obtain accurate information about the interested physical phenomenon, many nodes should be deployed and collaborated to extract data about the event source. This article proposes a Low Power Self Scheduling protocol for mobile point source reconstruction. The motivation is clear, to provide high level QoS (reconstruction distortion) and reduce energy consumption. This article first obtains a distance to the event source, in which all sensing reports are collected to minimize the reconstruction distortion. This distance is relatively constant under different network densities. Then the mobility of the event source is considered. Sensor nodes are self-scheduled to join or leave the representative nodes group, which guarantee that those appropriate nodes will always be the group member. Simulation validates the effectiveness of the presented scheme.
引用
收藏
页码:645 / 659
页数:15
相关论文
共 19 条
[1]  
[Anonymous], 2007, INT J SENSOR NETWORK
[2]  
BANDYOPADHYAY S, 2004, P 23 IEEE INFOCOM
[3]  
CRISTESCU R, 2004, P 23 IEEE INFOCOM
[4]  
CRISTESCU R, 2005, P 4 INT S INF PROC S
[5]   Impact of data retrieval pattern on homogeneous signal field reconstruction in dense sensor networks [J].
Dong, Min ;
Tong, Lang ;
Sadler, Brian M. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2006, 54 (11) :4352-4364
[6]   Power, spatio-temporal bandwidth, and distortion in large sensor networks [J].
Gastpar, M ;
Vetterli, M .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2005, 23 (04) :745-754
[7]  
HE GH, 2005, P IEEE INT C NETW PR
[8]  
Jamieson K., 2006, P 3 EUR WORKSH WIR S
[9]  
Ruzzelli A. G., 2007, P 5 ACM C EMB NETW S
[10]   Asymptotic locally optimal detector for large-scale sensor networks under the Poisson regime [J].
Sung, Y ;
Tong, L ;
Swami, A .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (06) :2005-2017