Title :
Dynamic power control with energy constraint for Multimedia Wireless Sensor Networks
Author :
Kobbane, A. ; Koulali, M. -A ; Tembine, H. ; Koutbi, M.E. ; Ben-othman, J.
Author_Institution :
SIME, Mohammed V-Souissi Univ., Rabat, Morocco
Abstract :
In recent years, many approaches and techniques have been explored for the optimization of energy usage in Wireless Sensor Networks (WSN). It is well recognized that a proper energy consumption model is the foundation for developing and evaluating a power management scheme in WSN. In this paper, we propose a new complete information Markov Decision Process (MDP) model to characterize sensors energy levels. We also propose and compare several centralized power control policies to select the more efficient policy that optimizes throughput and energy consumption.
Keywords :
Markov processes; centralised control; decision theory; multimedia communication; optimisation; power control; telecommunication control; wireless sensor networks; MDP model; WSN; centralized power control policy; dynamic power control; energy constraint; energy consumption model; energy usage optimization; information Markov decision process model; multimedia wireless sensor networks; power management scheme; sensor energy levels; Base stations; Batteries; Multimedia communication; Power control; Throughput; Wireless communication; Wireless sensor networks; Centralized Dynamic Power Control; Markov decision process; Monotone policies; Multimedia Wireless Sensor Networks;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6363971