An adaptive energy-efficient and low-latency MAC for tree-based data gathering in sensor networks: Research Articles

  • Authors:

  • Gang Lu;Bhaskar Krishnamachari;Cauligi S. Raghavendra

  • Affiliations:

  • Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089, U.S.A.;Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089, U.S.A.;Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089, U.S.A.

  • Venue:
  • Wireless Communications & Mobile Computing - Advances in Resource-Constrained Device Networking
  • Year:
  • 2007

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Abstract

A specific characteristic of sensor network applications is that the major traffic consists of data collection from various sensor source nodes to a sink via a unidirectional tree. In this paper, we propose DMAC, an energy efficient and low latency MAC that is designed and optimized for such data gathering trees in wireless sensor networks. We first show that previously proposed MAC protocols for sensor networks that utilize activation/sleep duty cycles suffer from a data forwarding interruption problem, whereby not all nodes on a multihop path to the sink can be notified of data delivery in progress, resulting in significant sleep delay. DMAC is designed to solve the interruption problem, by giving the active/sleep schedule of a node an offset that depends upon its depth on the tree. This scheme allows continuous packet forwarding because all nodes on the multihop path can be notified of the data delivery in progress. DMAC also adjusts node duty cycles adaptively according to the traffic load in the network by varying the number of active slots in an schedule interval. We further propose a data prediction mechanism and the use of more to send (MTS) packets in order to alleviate problems pertaining to channel contention and collisions. Our simulation results as well as experimental results with the Mote platform show that by exploiting the application-specific structure of data gathering trees in sensor networks, DMAC provides significant energy savings and latency reduction while ensuring high data reliability. Copyright © 2007 John Wiley & Sons, Ltd.