Performance-Energy Tradeoffs for Decentralized Estimation in a Multihop Sensor Network

被引：15

作者：

Chen, Hongbin ^{[1
]}

机构：

[1] Guilin Univ Elect Technol, Sch Informat & Commun, Guilin 541004, Peoples R China

来源：

IEEE SENSORS JOURNAL | 2010年 / 10卷 / 08期

关键词：

Decentralized parameter estimation; energy efficiency; lifetime; multihop network; wireless sensor networks; LIFETIME MAXIMIZATION; DISTRIBUTED DETECTION; TRACKING; DESIGN;

D O I：

10.1109/JSEN.2009.2039350

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：

The performance-energy tradeoffs for decentralized estimation in a multihop sensor network are studied. The sensor network consists of multiple heterogeneous branches. The leaf node on each branch observes a parameter corrupted by noise. Each leaf node quantizes its observation and sends the quantized data to the fusion center hop by hop. The parameter is estimated at the fusion center by using the best linear unbiased estimator. The performance is evaluated by adopting the MSE criterion. The total energy consumption in the sensor network is calculated. Network lifetime is defined and analyzed under per-sensor energy constraint. The tradeoff between performance and energy consumption as well as tradeoff between performance and network lifetime are investigated simultaneously. Optimization problems are formulated regarding both tradeoffs, and the conditions for optimization are identified for specific and generic sensor network deployments. The results demonstrate that both tradeoffs exist under given conditions.

引用

页码：1304 / 1310

页数：7

共 50 条

[21] ALGORITHMS FOR ENERGY EFFICIENT RECONSTRUCTION OF A PROCESS WITH A MULTIHOP WIRELESS SENSOR NETWORK
Henriques, Felipe da Rocha
Lovisolo, Lisandro
Rubinstein, Marcelo Goncalves
2013 IEEE 4TH LATIN AMERICAN SYMPOSIUM ON CIRCUITS AND SYSTEMS (LASCAS), 2013,
[22] Analysis of the performance of decentralized sensor network with correlated observations
Gnanapandithan, Nithya
Natarajan, Balasubrarnaniam
2007 2ND INTERNATIONAL SYMPOSIUM ON WIRELESS PERVASIVE COMPUTING, VOLS 1 AND 2, 2007, : 622 - +
[23] Energy Minimization using Nanomac Protocols in Multihop Wireless Sensor Network
Vidhya, J.
Kalpana, G.
Dananjayan, P.
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, COMMUNICATION AND ENERGY CONSERVATION INCACEC 2009 VOL 1, 2009, : 31 - +
[24] Performance of parallel decentralized sensor network with decision feedback
Kopparthi, Sunitha
Natarajan, Balasubramaniam
2007 2ND INTERNATIONAL SYMPOSIUM ON WIRELESS PERVASIVE COMPUTING, VOLS 1 AND 2, 2007, : 632 - +
[25] Optimal linear decentralized estimation in a bandwidth constrained sensor network
Luo, ZQ
Giannakis, GB
Zhang, S
2005 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), VOLS 1 AND 2, 2005, : 1441 - 1445
[26] Performance-energy trade-off exploration in dynamic data types for network applications
Bartzas, A
Pouiklis, G
Mamagkakis, S
Catthoor, F
Soudris, D
Thanailakis, A
2005 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), VOLS 1 AND 2, 2005, : 88 - 93
[27] Performance-Energy Tradeoff Models for Distributed Computing
Luntovskyy, Andriy
Globa, Larysa
Stepurin, Oleksandr
2016 13TH INTERNATIONAL CONFERENCE ON MODERN PROBLEMS OF RADIO ENGINEERING, TELECOMMUNICATIONS AND COMPUTER SCIENCE (TCSET), 2016, : 613 - 617
[28] Energy-Efficient Optimal Sensor Scheduling for State Estimation Over Multihop Sensor Networks
Li, Yao
Zhu, Shanying
Chen, Cailian
Guan, Xinping
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (01) : 197 - 210
[29] Energy Efficiency of Universal Decentralized Estimation in Random Sensor Networks
Noori, Moslem
Ardakani, Masoud
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2011, 10 (12) : 4023 - 4028
[30] Energy-efficient clustering scheme for multihop wireless sensor network (ECMS)
Amin, Farhan
Zubair, Muhammad
17TH IEEE INTERNATIONAL MULTI TOPIC CONFERENCE 2014, 2014, : 131 - 136

← 1 2 3 4 5 →