Error resilient image transport in wireless sensor networks

  • Authors:

  • Huaming Wu;Alhussein A. Abouzeid

  • Affiliations:

  • Department of Electrical, Computer and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY;Department of Electrical, Computer and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY

  • Venue:
  • Computer Networks: The International Journal of Computer and Telecommunications Networking
  • Year:
  • 2006

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Abstract

In this paper, we propose an "in-network" diversity combining scheme for image transport over wireless sensor networks. We consider a wireless sensor network with both wireless link impairments and node failures. We analyze two performance metrics of the proposed image transport scheme: energy consumption and received image quality distortion. Our analysis models key aspects of the network including forward error correction, path diversity, and the multi-hop nature of ad-hoc networks. The channel model used is a two-state Markov model describing errors on the bit level. We also use a two-state Markov model of node transitions between an "on" and "off" state. Reed--Solomon coding is used for forward error correction. Theoretical and simulation results show the robustness improvement. This work also helps in understanding the tradeoffs between image quality distortion and energy consumption as a function of various network parameters such as the number of hops between the source and the destination, the average channel error rate, and the average node failure rate.