Modified LEACH algorithm for wireless sensor networks in agricultural field

Rabin Regmi; P. W.C. Prasad; Abeer Alsadoon; A. Elchouemi; Sasikumaran Sreedharan

doi:10.1109/ICPCSI.2017.8392296

Modified LEACH algorithm for wireless sensor networks in agricultural field

Rabin Regmi, P. W.C. Prasad, Abeer Alsadoon, A. Elchouemi, Sasikumaran Sreedharan

Research output: Book chapter/Published conference paper › Conference paper › peer-review

3 Citations (Scopus)

Abstract

With the implementation of sensors technology, the existence of a Wireless Sensors Network (WSN) of great benefit in the agricultural field. Numerous sensor nodes can be deployed to cover large monitoring fields with enough density at low cost. However, the WSN has strict constraints in weight, size and energy. This paper introduces a clustering algorithm that reduces energy dissipation from sensors during data transmission, based on a Low Energy Adaptive Clustering Hierarchy (LEACH) protocol. LEACH protocol has been modified to increase lifetime of the sensor network. This modified LEACH algorithm reduces the consumption of energy at every step in WSN. Comparatively, the modified LEACH protocol balances the energy in the network and decreases energy consumption by 10% when compared with other protocols.

Original language	English
Title of host publication	IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	3100-3104
Number of pages	5
ISBN (Electronic)	9781538608135
DOIs	https://doi.org/10.1109/ICPCSI.2017.8392296
Publication status	Published - 20 Jun 2018
Event	2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017 - Saveetha Engineering College , Chennai, India Duration: 21 Sep 2017 → 22 Sep 2017 http://toc.proceedings.com/39832webtoc.pdf (Conference proceedings table of contents) https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8392357 (President's message)

Conference

Conference	2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017
Country/Territory	India
City	Chennai
Period	21/09/17 → 22/09/17
Other	I welcome you to participate in the IEEE based International Conference on Power, Control , Signals and Instrumentation Engineering ICPCSI'17, organized by Department of Electrical and Electronics Engineering, Saveetha Engineering College, which will be a cornerstone of the achievements of this Institute. This Conference is just the beginning of an ongoing initiative where industry and academia can collaborate to develop research and development initiatives. ICPCSI'17 offers an energetic environment for the exchange of information with emphasis on new developments, services and applications by bringing together Researchers, Scientists, Professionals, Academicians, Corporate & Industry Professionals, Students and Entrepreneurs from various organizations allover the world under one roof. This Conference aims at facilitating the participants to exhibit and exchange their innovative work s on their appropriate topics of interest in Advanced Engineering Research.
Internet address	http://toc.proceedings.com/39832webtoc.pdf (Conference proceedings table of contents) https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8392357 (President's message)

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/ICPCSI.2017.8392296

Cite this

Regmi, R., Prasad, P. W. C., Alsadoon, A., Elchouemi, A., & Sreedharan, S. (2018). Modified LEACH algorithm for wireless sensor networks in agricultural field. In IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017 (pp. 3100-3104). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICPCSI.2017.8392296

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title = "Modified LEACH algorithm for wireless sensor networks in agricultural field",

abstract = "With the implementation of sensors technology, the existence of a Wireless Sensors Network (WSN) of great benefit in the agricultural field. Numerous sensor nodes can be deployed to cover large monitoring fields with enough density at low cost. However, the WSN has strict constraints in weight, size and energy. This paper introduces a clustering algorithm that reduces energy dissipation from sensors during data transmission, based on a Low Energy Adaptive Clustering Hierarchy (LEACH) protocol. LEACH protocol has been modified to increase lifetime of the sensor network. This modified LEACH algorithm reduces the consumption of energy at every step in WSN. Comparatively, the modified LEACH protocol balances the energy in the network and decreases energy consumption by 10% when compared with other protocols.",

keywords = "Agricultural field, LEACH algorithm, Wireless Sensor",

author = "Rabin Regmi and Prasad, {P. W.C.} and Abeer Alsadoon and A. Elchouemi and Sasikumaran Sreedharan",

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note = "2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017 ; Conference date: 21-09-2017 Through 22-09-2017",

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Regmi, R, Prasad, PWC , Alsadoon, A, Elchouemi, A & Sreedharan, S 2018, Modified LEACH algorithm for wireless sensor networks in agricultural field. in IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017. IEEE, Institute of Electrical and Electronics Engineers, pp. 3100-3104, 2017 IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017, Chennai, India, 21/09/17. https://doi.org/10.1109/ICPCSI.2017.8392296

Modified LEACH algorithm for wireless sensor networks in agricultural field. / Regmi, Rabin; Prasad, P. W.C.; Alsadoon, Abeer et al.

IEEE International Conference on Power, Control, Signals and Instrumentation Engineering, ICPCSI 2017. IEEE, Institute of Electrical and Electronics Engineers, 2018. p. 3100-3104.

Research output: Book chapter/Published conference paper › Conference paper › peer-review

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AU - Regmi, Rabin

AU - Prasad, P. W.C.

AU - Alsadoon, Abeer

AU - Elchouemi, A.

AU - Sreedharan, Sasikumaran

PY - 2018/6/20

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N2 - With the implementation of sensors technology, the existence of a Wireless Sensors Network (WSN) of great benefit in the agricultural field. Numerous sensor nodes can be deployed to cover large monitoring fields with enough density at low cost. However, the WSN has strict constraints in weight, size and energy. This paper introduces a clustering algorithm that reduces energy dissipation from sensors during data transmission, based on a Low Energy Adaptive Clustering Hierarchy (LEACH) protocol. LEACH protocol has been modified to increase lifetime of the sensor network. This modified LEACH algorithm reduces the consumption of energy at every step in WSN. Comparatively, the modified LEACH protocol balances the energy in the network and decreases energy consumption by 10% when compared with other protocols.

AB - With the implementation of sensors technology, the existence of a Wireless Sensors Network (WSN) of great benefit in the agricultural field. Numerous sensor nodes can be deployed to cover large monitoring fields with enough density at low cost. However, the WSN has strict constraints in weight, size and energy. This paper introduces a clustering algorithm that reduces energy dissipation from sensors during data transmission, based on a Low Energy Adaptive Clustering Hierarchy (LEACH) protocol. LEACH protocol has been modified to increase lifetime of the sensor network. This modified LEACH algorithm reduces the consumption of energy at every step in WSN. Comparatively, the modified LEACH protocol balances the energy in the network and decreases energy consumption by 10% when compared with other protocols.

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KW - LEACH algorithm

KW - Wireless Sensor

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Modified LEACH algorithm for wireless sensor networks in agricultural field

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UN SDGs

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