Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

Improved EESCA Algorithm to Reduce Energy Consumption of Wireless Sensor Network

Author : Aarti Jangid 1 Parul Chauhan 2

Date of Publication :16th September 2020

Abstract: A distributed type of network in which there are large numbers of sensor nodes deployed such that the surroundings of the area can be monitored and important information can be gathered is known as wireless sensor network. The sensor nodes present within the network are very small in size and have very less power for processing the tasks.The approach in which the original data is combined into smaller sized data such that only important information can be forwarded to the individual sensors is known as aggregation which is used within EESCA. The algorithm called ant colony optimization is applied for the path establishment from source to destination. The proposed algorithm is implemented in MATLAB and results are analyzed in terms of certain parameters. It is analyzed that in the proposed algorithm number of dead nodes are less, and number of packets transmitted to base station are also high as compared to existing EESCA algorithm.

Reference :

    1. Mohamed Elshrkawey, Samiha M. Elsherif, M. ElsayedWahed, “An Enhancement Approach for Reducing the Energy Consumption in Wireless Sensor Networks”, Journal of King Saud University –Computer and Information Sciences, 2018, volume 45, issue 62, pp492-505
    2. M.A. Matin and M.M. Islam, “Overview of Wireless Sensor Network”, IEEE Sensors Journal, 2012, Vol. 11, Issue 3, pp. 699-710
    3. Jayakumar Loganathan, “Wireless sensor network applications: A study”, International Journal of Pure and Applied Mathematics, 2018, volume 25, issue 81, pp448-455
    4. Varun Prakash Saxena, “Wireless Sensor Networks: Introduction, Advantages, Applications and Research Challenges”, HCTL Open International Journal of Technology Innovations and Research (IJTIR), 2015, volume 61, issue 59, pp- 31-38
    5. RaminYarinezhada, Amir Sarabib, “Reducing delay and energy consumption in wireless sensor networks by making virtual grid infrastructure and using mobile sink”, Int. J. Electron. Commun. (AEÜ), 2018, volume 82, issue 44, pp- 602-609
    6. Walid Abushiba, PrincyJohnson, Saad Alharthi, “An Energy Efficient and Adaptive Clustering for Wireless Sensor Network (CH-leach) using Leach Protocol”, 13th International Computer Engineering Conference (ICENCO), 2017, volume 3, issue 24, pp- 664-672
    7. Jiguo Yu, Li Feng, Lili Jia, Xin Gu and Dongxiao Yu, “A Local Energy Consumption Prediction-Based Clustering Protocol for Wireless Sensor Networks”, Sensors 14, 23017-23040, 2014, volume 73, issue 62, pp3305-3317
    8. Tenzin Jinpa, Dr. B.V.R Reddy, “The Study of the Energy Efficient Protocols”, International Journal of Computer Science & Communication Networks, 2014, Volume 5, Issue 1, pp. 32-38
    9. Hassan Oudani, Salah-DdineKrit, Lahoucine El Maimoun and Jalal Laassiri, “Energy consumption in wireless sensor network: simulation and comparative study of flat and hierarchical routing protocols”, IADIS International Journal on Computer Science and Information Systems, 2017, volume 8, issue 15, pp- 1527- 1535
    10. Nikolaos A. Pantazis, Stefanos A. Nikolidakis and Dimitrios D. Vergados, “Energy-Efficient Routing Protocols in Wireless Sensor Networks: A Survey”, 2013, IEEE Communications Surveys and Tutorials, 2013, Volume 15, Issue 2, pp. 626-634
    11. Pardeep Kaur, Sandeep Kad, “Energy- Efficient Routing Protocols for Wireless Sensor Network: A Review”, International Journal of Scientific and Technology Research, 2017, Volume 6, Issue 12, pp. 572- 579
    12. Jiwan N. Dehankar, Pragati Patil, Girish Agarwal, “Survey on Energy Consumption in Wireless sensor Network”, International Journal of Engineering Research & Technology (IJERT), 2013, Vol. 2 Issue 1, pp. 420-428
    13. Hai-Ying Zhou, Dan-Yan Luo, Yan Gao, De-Cheng Zuo, “Modeling of Node Energy Consumption for Wireless Sensor Networks”, 2011, Wireless Sensor Network, vol. 3, pp. 18-23
    14. Q. Yang, X. H. Chen and J. H. Shi, “Low Power Design of the Terminal Node for Wireless Sensor Network,” 2008, Journal of Xiamen University (Natural Science), Vol. 47, No. 3, pp. 357-358
    15. Mohammed Saad Talib, “Minimizing the Energy Consumption in Wireless Sensor Networks”, 2018, Journal of Babylon University/Pure and Applied Sciences, vol. 26, no. 1, pp. 17-28
    16. Zahra Rezaei and ShimaMobininejad, "Energy Saving in Wireless Sensor Networks", 2012, International Journal of Computer Science & Engineering Survey (IJCSES) Vol. 3, No. 1
    17. Salim El Khediri, NejahNasri, AbdennaceurKachouri, "Fixed Competition-based Clustering Approach Wireless Sensor Network", 2015, International Conference on Advanced Wireless, Information, and Communication Technologies (AWICT 2015)
    18. Rohan Parmar, Dr. R. C. Poonia, "A Literature Survey on Energy Efficient MAC Protocols for WSN", 2014, International Journal of Computer Science and Information Technologies (IJCSIT) Vol. 5 No. 3
    19. Sonam Kamboj and Manvinder Sharma, "Full Coverage Deployment in Wireless Sensor Network", 2016, International Journal of Future Generation Communication and Networking, Vol. 9, No. 5
    20. Liangrui Tang, Zhilin Lu and Bing Fan, “Energy Efficient and Reliable Routing Algorithm for Wireless Sensors Networks”, 2020, Applied Sciences, vol. 10, pp. 1-16
    21. M. Vahabi, M.H.F. Ghazvini, M.F.A. Rasid, R.S. Azmir, R. Abdullah, “Trade-off between energy consumption and target delay for wireless sensor network”, IEEE International Conference on Telecommunications and Malaysia International Conference on Communications, 2007, volume 4, issue 19, pp- 129-137
    22. M. Ramakrishnan, P. Vanaja Ranjan, “Empirical Analysis of Energy Consumption in Wireless Sensor Networks”, International Conference on Advances in Recent Technologies in Communication and Computing, 2009, volume 2, issue 12, pp- 9273-9277
    23. Wan Du, Fabien Mieyeville, David Navarro, “Modeling Energy Consumption of Wireless Sensor Networks by System C”, Fifth International Conference on Systems and Networks Communications, 2010, volume 44, issue 13, pp- 1250-1257
    24. Huan Gong, Jianxin Wang, “Study of energy consumption problem in wireless sensor networks”, International Conference on Mechanic Automation and Control Engineering, 2010, volume 15, issue 3, pp- 192- 198
    25. P. Murali, A. Challa, M.R. Kasyap, ChittaranjanHota, “A Generalized Energy Consumption Model for Wireless Sensor Networks”, International Conference on Computational Intelligence and Communication Networks, 2010, volume 11, issue 17, pp- 923-929
    26. Hao Liu, Qing-Lin Sun, Zeng-Qiang Chen, ZhongXin Liu, “Optimal energy consumption in Wireless sensor networks based on the parallel ant colony algorithm”, Proceedings of the 30th Chinese Control Conference, 2011, volume 22, issue 10, pp. 487-494

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