A time-varying opportunistic approach to lifetime maximization of wireless sensor networks

Kobi Cohen*, Amir Leshem

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

51 Scopus citations

Abstract

In this paper, we examine the advantages of transmission scheduling by medium access control (MAC) protocols for energy-limited wireless sensor networks (WSN) as a means of maximizing network lifetime. We consider transmission scheduling for sensor networks with a mobile access point, where each sensor transmits its measurement directly to an access point through a fading channel. WSN lifetime maximization depends almost exclusively on the channel-state information (CSI) and the residual-energy information (REI) of each sensor in the network. We discuss distributed protocols which exploit local CSI and REI. We present a novel protocol for distributed transmission scheduling, dubbed the time-varying opportunistic protocol (TOP), for maximizing the network lifetime. TOP prioritizes sensors with better channels when the network is young, by exploiting local CSI to reduce transmission energy. However, TOP prefers sensors with higher residual energy when the network is old by exploiting local REI to reduce the wasted energy. We show that the relative performance loss of TOP compared to the optimal centralized protocol in terms of network lifetime decreases as the initial energy stored in the sensors increases. Furthermore, TOP significantly simplifies the implementation of carrier sensing compared to other distributed MAC protocols. We also explore the case of large-scale wireless sensor networks, where the activated sensors are picked randomly and modify the implementation of TOP for such networks. Simulation results show that TOP outperforms other distributed MAC protocols that have been proposed recently.

Original languageAmerican English
Article number5483107
Pages (from-to)5307-5319
Number of pages13
JournalIEEE Transactions on Signal Processing
Volume58
Issue number10
DOIs
StatePublished - Oct 2010
Externally publishedYes

Bibliographical note

Funding Information:
Manuscript received October 21, 2009; accepted May 17, 2010. Date of publication June 10, 2010; date of current version September 15, 2010. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Mark Coates. This research was partially supported by the NWO-STW Vici Project (DTC 5893, 10459). Part of this research was presented at the International Conference on Acoustics, Speech and Signal Processing (ICASSP), Taipei, Taiwan, April 2009.

Keywords

  • Network lifetime
  • opportunistic medium access control
  • wireless sensor networks

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