Title :
Prolonging the lifetime of wireless sensor networks using prediction based data reduction scheme
Author :
Singh, Dhirendra Pratap ; Bhateja, Vikrant ; Soni, Surender Kumar
Author_Institution :
Dept. of Electron. & Commun. Eng., SRMGPC, Lucknow, India
Abstract :
Wireless Sensor Networks (WSNs) are becoming popular for continuous monitoring of physical phenomena in diverse applications. These networks use sensors having batteries with limited power storage. Hence, it is desired to reduce energy consumption for prolonging the network lifetime in order to provide uninterrupted services. An efficient routing scheme is therefore devised in combination with energy saving techniques to enhance the lifetime of WSNs. This paper proposes a methodology which applies prediction based data reduction scheme for designing an energy efficient routing protocol. From simulation results, it can be inferred that the proposed protocol is exhibiting better performance in comparison to LEACH protocol; thus increasing the overall lifetime of WSNs.
Keywords :
energy conservation; energy consumption; routing protocols; telecommunication power management; wireless sensor networks; LEACH protocol; batteries; energy consumption; energy saving techniques; physical phenomena continuous monitoring; power storage; prediction based data reduction scheme; routing protocol; wireless sensor networks; Computational modeling; Energy consumption; Mathematical model; Routing; Sensors; Signal processing; Wireless sensor networks; Low Energy Adaptive Cluster-head Election Approach (LEACH); Prediction based Data Reduction Scheme; Wireless Sensor Networks (WSNs);
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
DOI :
10.1109/SPIN.2014.6776990