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An Exhaustive Survey on Nature Inspired Metaheuristic Algorithms for Energy Optimization in Wireless Sensor Network


Affiliations
1 Department of Computer Science and Engineering, Sathyabama University, India
2 Department of Electronics and Control Engineering, Sathyabama University, India
3 Department of Computer Engineering, KJ College of Engineering and Management Research, India
4 Dr. D.Y. Patil School of Engineering, India
     

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Todays engineering research is highly motivated towards the nature inspired metaheuristic computational algorithm as they have the capability to give better results as compared to the conventional methods. Wireless Sensor Networks(WSNs) have become increasingly popular due to their extensive array of applications. Desing of energy efficient routing algorithms is an important issue in the designing of WSNs applications as the lifetime of the sensor node is based on the limited battery powered devices. Therefore to maximize the lifetime of sensor node a comprehensive survey of energy efficient routing algorithms based on natural science have been addressed in this paper. The paper will take the readers into the detailed survey of existing energy optimized routing algorithms considering the natural science (metaheuristic) as the base and considering parameters related to energy efficiency as the core objective. The final part of the paper discusses the limitations of various algorithms that has been addressed in this paper and suggestions to overcome them.

Keywords

Nature Inspired Computing, WSN, Energy Optimization, Optimized Routing, Metaheuristics.
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  • An Exhaustive Survey on Nature Inspired Metaheuristic Algorithms for Energy Optimization in Wireless Sensor Network

Abstract Views: 275  |  PDF Views: 0

Authors

Soumitra Das
Department of Computer Science and Engineering, Sathyabama University, India
S. Barani
Department of Electronics and Control Engineering, Sathyabama University, India
Sanjeev Wagh
Department of Computer Engineering, KJ College of Engineering and Management Research, India
S. S. Sonavane
Dr. D.Y. Patil School of Engineering, India

Abstract


Todays engineering research is highly motivated towards the nature inspired metaheuristic computational algorithm as they have the capability to give better results as compared to the conventional methods. Wireless Sensor Networks(WSNs) have become increasingly popular due to their extensive array of applications. Desing of energy efficient routing algorithms is an important issue in the designing of WSNs applications as the lifetime of the sensor node is based on the limited battery powered devices. Therefore to maximize the lifetime of sensor node a comprehensive survey of energy efficient routing algorithms based on natural science have been addressed in this paper. The paper will take the readers into the detailed survey of existing energy optimized routing algorithms considering the natural science (metaheuristic) as the base and considering parameters related to energy efficiency as the core objective. The final part of the paper discusses the limitations of various algorithms that has been addressed in this paper and suggestions to overcome them.

Keywords


Nature Inspired Computing, WSN, Energy Optimization, Optimized Routing, Metaheuristics.