Partially Observable Markov Decision Process for Transmitter Power Control in Wireless Sensor Networks

  • Authors:
  • Adrian Udenze;Klaus McDonald-Maier

  • Affiliations:
  • -;-

  • Venue:
  • BLISS '08 Proceedings of the 2008 Bio-inspired, Learning and Intelligent Systems for Security
  • Year:
  • 2008

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Abstract

An agent based technique for controlling the transmission times and power of a Wireless Sensor Network node is presented. The technique optimises the agent's action in a non deterministic environment as is the case of a network node transmitting in the presence of interference from nearby nodes and obstacles in the environment. The formulated analysis is treated as discrete time and guarantees optimal results in a stationary partially observable environment.