Collaborative processing in Mote-based sensor/actuator networks for environment control application

被引：14

作者：

Nakamura, Masayuki ^{[1
]}

Sakurai, Atsushi ^{[1
]}

Furubo, Shizuo ^{[1
]}

Ban, Hiroshi ^{[1
]}

机构：

[1] NTT Corp, NTT, Energy & Environm Syst Labs, Atsugi, Kanagawa, Japan

来源：

SIGNAL PROCESSING | 2008年 / 88卷 / 07期

关键词：

sensor network; Mote; collaborative information processing; optimal control; decentralized system;

D O I：

10.1016/j.sigpro.2008.01.025

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper describes in the framework of optimization a collaborative sensing and actuation system for environment control. In the collaborative sensing, the sensor network topology is self-configured according to the sensing information to optimize a sensing utility. Experimental results using Motes show that the algorithm provides the sensor network topology allocating resources to sensing nodes. The server can robustly gather the sensing data from all sensor nodes using the collaborative sensing algorithm, and calculate the control signals for actuators to balance the energy saving against the quality of the control signals. In addition to a centralized approach, a decentralized algorithm is also proposed to calculate the control signals. Simulations reveal that the decentralized algorithm can provide the same performance as the centralized approach. We also demonstrate its accuracy and efficiency performance using the Motes and compare it with the simulation. (c) 2008 Elsevier B.V. All rights reserved.

引用

页码：1827 / 1838

页数：12

共 19 条

[11]

RABAEY JM, 2005, LOW POWER SENSOR NET

[12]

Rabbat M, 2004, IPSN '04: THIRD INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING IN SENSOR NETWORKS, P20

[13]

SANDHU JS, 2004, AAAI 04 SENS NETW WO, P88

[14]

Singhvi V., 2005, P 3 INT C EMB NETW S, P218

[15]

TAYLOR K, 2004, 29 ANN IEEE INT C LO, P463

[16]

Varga RS., 1962, Iterative analysis

[17] Medium access control with coordinated adaptive sleeping for wireless sensor networks [J].

Ye, W ;

Heidemann, J ;

Estrin, D .

IEEE-ACM TRANSACTIONS ON NETWORKING, 2004, 12 (03) :493-506

[18] Estimation in virtual sensor-actuator arrays using reduced-order physical models [J].

Zhang, HT ;

Krogh, B ;

Moura, JAF ;

Zhang, W .

2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, :3792-3797

[19]

Zhao F, 2004, WIRELESS SENSOR NETW

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