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Lifetime expansion in WSNs using mobile data collector: A learning automata approach - 2020

Lifetime expansion in WSNs using mobile data collector: A learning automata approach

Research Area:  Wireless Sensor Networks


Traditionally Wireless Sensor Networks (WSNs) were established at environment with a stationary Base Station (BS) and a large number of sensor nodes. BS performs data gathering of sensor nodes at regular time intervals or after each event occurrence. Sensor nodes closer to the BS have the more energy consumption than other sensor nodes due to their additional contribution in the gathering operation. This paper uses a mobile data collector which moves freely at environment and acts as an interface between a BS and sensor nodes. The proposed method divides a WSN into four logical partitions and leads the mobile data collector toward the center of each logical partition at a regular time interval. The mobile data collector exploits a learning automata to move either to the center of each logical partitions or to the center of the network. The learning automaton updates its actions probability vector based on logical partitions information to select the best logical partition at each interval. Simulation results with NS-2 simulator show that the proposed method improves the network lifetime as well as energy efficiency in the network. The proposed method increases the network coverage-efficiency and it balances number of sensor nodes in each logical partition.


Author(s) Name:  Meisam Kamarei,Ahmad Patooghy,Zohreh Shahsavari,Mohammad Javad Salehi

Journal name:  Journal of King Saud University - Computer and Information Sciences

Conferrence name:  

Publisher name:  Elsevier

DOI:  10.1016/j.jksuci.2018.03.006

Volume Information:   Volume 32, Issue 1, January 2020, Pages 65-72