CRCWSN: Presenting a Routing Algorithm by using Re-clustering to Reduce Energy Consumption in WSN

Arash Ghorbannia Delavar, Amir Abbas Baradaran

Abstract


In this paper, we have presented an algorithm, based on genetics and re-clustering, to reduce energy consumption in Wireless Sensor Networks. Algorithm CRCWSN could be best used by selected chromosomes in different states. In this algorithm, a new technique of selecting cluster head(CH) has been initially used by genetic algorithm. These CHs have been used individually in each round to transmit data. In this research, considering distance and energy parameters, we have created a target function having more optimum conditions, compared to previous techniques. The created target function has been evaluated by input chromosome, and the combination of chromosomes has been done by a new technique having more efficiency compared to previous similar techniques. Consequently, the timing of generation repeat is based on local distribution in chromosomes, and their using in sending data from source to destination that decrease generations’ repeat, compared to previous methods. Results by simulation show that, at the end of each round, the number of alive nodes in the suggested algorithm increases, compared to previous methods, which increases network’s lifetime.


Keywords


Genetic algorithm, wireless sensor network (WSN), routing, reduce energy consumption, re-clustering.

Full Text:

PDF

References


GAO De-yun, ZHANG Lin-juan, WANG Hwang-cheng, Energy saving with node sleep and power control mechanisms for wireless sensor networks,in: National Engineering Laboratory for Next Generation Internet Interconnection Devices, School of Electronics and Information Engineering, Beijing Jiaotong University, China, 18(1):49-59, 2011.

A. G. Delavar, A. Abbas Baradaran, J. Artin, RGWSN: Presenting a genetic-based routing algorithm to reduce energy consumption in wireless sensor network,International Journal of Computer Science Issues, Vol. 8, Issue 5, No 1, 54-59, September 2011.

]Y. Zhu, W. Wu, J. Pan, Y. Tang, An energy-efficient data gathering algorithm to prolong lifetime of wireless sensor networks, Comput. Commun., 33:639-647, 2010.
http://dx.doi.org/10.1016/j.comcom.2009.11.008

CHENG Hong-bing, YANG Geng, NHRPA: a novel hierarchical routing protocol algorithm for wireless sensor networks, Journal of China Universities of Posts and Telecommunications, 15(3): 75-81, 2008.
http://dx.doi.org/10.1016/S1005-8885(08)60111-9

A.H. Mohajerzadeh, M.H.Yaghmaee, H.S.Yazdi,A.A.Rezaee, A Fair Protocol Using Generic Utility Based Approach in Wireless Sensor Networks, Ultra Modern Telecommunications & Workshops, 2009. ICUMT '09. International Conference on, pp. 1-4, 2009.

S.Yussof, R.Z. Razali, O.H.See, A Parallel Genetic Algorithm for Shortest Path Routing Problem, 2009 International Conference on Future Computer and Communication, DOI 10.1109/ICFCC.2009.36, 2009.
http://dx.doi.org/10.1109/ICFCC.2009.36

A.G. Delavar,J.Artin,M.M.Tajari, RCSDN : a Distributed Balanced Routing Algorithm with Optimized Cluster Distribution, ICSAP 2011, 3rd International Conference onSignal Acquisition And Processing, 26-28, February, 2011, Singapore

A.G. Delavar, J.Artin, M.M.Tajari, PRWSN: A Hybrid Routing Algorithm with Special Parameters in Wireless Sensor Network, in: A. Özcan, J. Zizka, and D. Nagamalai (Eds.): WiMo/CoNeCo 2011, CCIS 162, pp. 145–158, 2011.

Heinzelman, W.R., Chandrakasan, A., Balakrishnan, H., Energy efficient communication protocol for wireless sensor networks, Proc. of the 33rd Hawaii International Conference on System Science, vol. 2, DOI: 10.1109/HICSS.2000.926982, 2000.
http://dx.doi.org/10.1109/HICSS.2000.926982

Shiyuan Jin, Ming Zhou, Annie S. Wu, Sensor Network Optimization Using a Genetic Algorithm, School of EECS University of Central Florida Orlando, FL 32816

Jianming Zhang,Yaping Lin,Cuihong Zhou,Jingcheng Ouyang, Optimal Model for Energy- Efficient Clustering in Wireless Sensor Networks Using Global Simulated Annealing Genetic Algorithm, DOI 10.1109/IITA.Workshops.2008.40

V.Purishotham Reddy, G.Michael, M.Umamaheshwari, Coarse-Grained ParallelGeneticAlgorithm to solve the Shortest Path Routing problem using Genetic operators, Indian Journal of Computer Science and Engineering, ISSN : 0976-5166, 2(1):39-42, 2011.

Wang, Q., Yang, W. Energy consumption model for power management in wireless sensor networks, In 4th Annual IEEE communications society conference on sensor, mesh and ad hoc, communications and network, DOI:10.1109/SAHCN.2007.4292826, 2007.
http://dx.doi.org/10.1109/SAHCN.2007.4292826

T. Rappaport, Wireless Communications: Principles & Practice, NJ, Prentice Hall, 1996.




DOI: https://doi.org/10.15837/ijccc.2013.1.169



Copyright (c) 2017 Arash Ghorbannia Delavar, Amir Abbas Baradaran

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

CC-BY-NC  License for Website User

Articles published in IJCCC user license are protected by copyright.

Users can access, download, copy, translate the IJCCC articles for non-commercial purposes provided that users, but cannot redistribute, display or adapt:

  • Cite the article using an appropriate bibliographic citation: author(s), article title, journal, volume, issue, page numbers, year of publication, DOI, and the link to the definitive published version on IJCCC website;
  • Maintain the integrity of the IJCCC article;
  • Retain the copyright notices and links to these terms and conditions so it is clear to other users what can and what cannot be done with the  article;
  • Ensure that, for any content in the IJCCC article that is identified as belonging to a third party, any re-use complies with the copyright policies of that third party;
  • Any translations must prominently display the statement: "This is an unofficial translation of an article that appeared in IJCCC. Agora University  has not endorsed this translation."

This is a non commercial license where the use of published articles for commercial purposes is forbiden. 

Commercial purposes include: 

  • Copying or downloading IJCCC articles, or linking to such postings, for further redistribution, sale or licensing, for a fee;
  • Copying, downloading or posting by a site or service that incorporates advertising with such content;
  • The inclusion or incorporation of article content in other works or services (other than normal quotations with an appropriate citation) that is then available for sale or licensing, for a fee;
  • Use of IJCCC articles or article content (other than normal quotations with appropriate citation) by for-profit organizations for promotional purposes, whether for a fee or otherwise;
  • Use for the purposes of monetary reward by means of sale, resale, license, loan, transfer or other form of commercial exploitation;

    The licensor cannot revoke these freedoms as long as you follow the license terms.

[End of CC-BY-NC  License for Website User]


INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL (IJCCC), With Emphasis on the Integration of Three Technologies (C & C & C),  ISSN 1841-9836.

IJCCC was founded in 2006,  at Agora University, by  Ioan DZITAC (Editor-in-Chief),  Florin Gheorghe FILIP (Editor-in-Chief), and  Misu-Jan MANOLESCU (Managing Editor).

Ethics: This journal is a member of, and subscribes to the principles of, the Committee on Publication Ethics (COPE).

Ioan  DZITAC (Editor-in-Chief) at COPE European Seminar, Bruxelles, 2015:

IJCCC is covered/indexed/abstracted in Science Citation Index Expanded (since vol.1(S),  2006); JCR2016: IF=1.374. .

IJCCC is indexed in Scopus from 2008 (CiteScore 2017 = 1.04; SNIP2017 = 0.616, SJR2017 =0.326):

Nomination by Elsevier for Journal Excellence Award Romania 2015 (SNIP2014 = 1.029): Elsevier/ Scopus

IJCCC was nominated by Elsevier for Journal Excellence Award - "Scopus Awards Romania 2015" (SNIP2014 = 1.029).

IJCCC is in Top 3 of 157 Romanian journals indexed by Scopus (in all fields) and No.1 in Computer Science field by Elsevier/ Scopus.

 

 Impact Factor in JCR2017 (Clarivate Analytics/SCI Expanded/ISI Web of Science): IF=1.29 (Q3). Scopus: CiteScore2017=1.04 (Q2); Editors-in-Chief: Ioan DZITAC & Florin Gheorghe FILIP.