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International Journal of Sensors, Wireless Communications and Control

Editor-in-Chief

ISSN (Print): 2210-3279
ISSN (Online): 2210-3287

Research Article

Performance Analysis of RNC Clustering Protocol in Wireless Sensor Network

Author(s): Piyush Rawat* and Siddhartha Chauhan

Volume 10, Issue 6, 2020

Page: [957 - 966] Pages: 10

DOI: 10.2174/2210327910666191218143503

Price: $65

Abstract

Background and Objective: The functionalities of Wireless Sensor Networks (WSN) are growing in various areas, so to handle the energy consumption of the network in an efficient manner is a challenging task. The sensor nodes in the WSN are equipped with limited battery power, therefore there is a need to utilize the sensor power in an efficient way. The clustering of nodes in the network is one of the ways to handle the limited energy of nodes to enhance the lifetime of the network for its longer working without failure.

Methods: The proposed approach is based on forming a cluster of various sensor nodes and then selecting a sensor as a Cluster Head (CH). The heterogeneous sensor nodes are used in the proposed approach in which sensors are provided with different energy levels. The selection of an efficient node as CH can help in enhancing the network's lifetime. The threshold function and random function are used to select the cluster head among various sensors for selecting the efficient node as CH. Various performance parameters such as network lifespan, packets transferred to the Base Station (BS) and energy consumption are used to perform the comparison between the proposed technique and previous approaches.

Results and Discussion: To validate the working of the proposed technique, the simulation is performed in MATLAB simulator. The proposed approach has enhanced the lifetime of the network as compared to the existing approaches. The proposed algorithm is compared with various existing techniques to measure its performance and effectiveness. The sensor nodes are randomly deployed in a 100m*100m area.

Conclusion: The simulation results showed that the proposed technique had enhanced the lifespan of the network by utilizing the node’s energy in an efficient manner and reduced the consumption of energy for better network performance.

Keywords: Heterogeneous clustering, WSN, sensor, energy efficiency, routing, clusture head.

Graphical Abstract
[1]
Al-Karaki JN, Kamal AE. Routing techniques in wireless sensor networks: A survey. IEEE Wirel Commun 2004; 11(6): 6-28.
[http://dx.doi.org/10.1109/MWC.2004.1368893]
[2]
Goyal D, Tripathy MR. Routing protocols in wireless sensor networks: A survey. Second Intl Conf Adv Comput Commu Technol 2012; pp 474-80.
[http://dx.doi.org/10.1109/ACCT.2012.98]
[3]
Singh SP, Sharma SC. A Survey on cluster based routing protocols in wireless sensor networks. Procedia Comput Sci 2015; 45: 687-95.
[http://dx.doi.org/10.1016/j.procs.2015.03.133]
[4]
Singh SK, Singh M, Singh DK. Routing protocols in wireless sensor networks - a survey. Int J Comput Sci Eng Surv 2010; 1(2): 63-83.
[http://dx.doi.org/10.5121/ijcses.2010.1206]
[5]
Liu X. A survey on clustering routing protocols in wireless sensor networks. Sensors (Basel) 2012; 12(8): 11113-53.
[http://dx.doi.org/10.3390/s120811113] [PMID: 23112649]
[6]
Rawat P, Chauhan S. Performance analysis of RN-LEACH protocol over LEACH protocol. Intl J Future Gen Commu Netw 2018; 11(5): 1-10.
[http://dx.doi.org/10.14257/ijfgcn.2018.11.5.01]
[7]
Rawat P, Chauhan S. Energy efficient clustering in heterogeneous environment. Second International Conference on Inventive Communication and Computational Technologies (ICICCT). 2018 IEEE: pp. 388-392.
[8]
Priyadarshi R, Soni SK, Sharma P. An enhanced GEAR protocol for wireless sensor networks Nanoelectron Circ Commun Syst 2019 Singapore Springer. 289-97.
[http://dx.doi.org/10.1007/978-981-13-0776-8_27]
[9]
Priyadarshi R, Soni SK, Nath V. Energy efficient cluster head formation in wireless sensor network. Microsyst Technol 2018; 24(12): 4775-84.
[http://dx.doi.org/10.1007/s00542-018-3873-7]
[10]
Azad P, Sharma V. Cluster head selection in wireless sensor networks under fuzzy environment. ISRN Sens Networks 2013; pp. 1-8.
[http://dx.doi.org/10.1155/2013/909086]
[11]
Priyadarshi R, Singh L, Sharma I, Kumar S. Energy efficient leach routing in wireless sensor network. Int J Pure Appl Math 2018; 118(20): 135-42.
[12]
Renjith PN, Baburaj E. An analysis on data aggregation in wireless sensor networks. In: International Conference on Radar, Communication and Computing (ICRCC). 62-71.
[13]
Priyadarshi R, Singh L, Kumar S, Sharma I. A hexagonal network division approach for reducing energy hole issue in WSN. Eur J Pure Appl Math 2018; p. 118.
[14]
Priyadarshi R, Tripathi H, Bhardwaj A, Thakur A. Performance metric analysis of modified LEACH routing protocol in wireless sensor network. Int J Eng Technol 2017; 7(1-5): 196.
[http://dx.doi.org/10.14419/ijet.v7i1.5.9146]
[15]
Priyadarshi R, Rawat P, Nath V. Energy dependent cluster formation in heterogeneous wireless sensor network. Microsyst Technol 2019; 25(6): 2313-21.
[16]
Pradhan S, Sharma K. Cluster head rotation in wireless sensor network: a simplified approach. Int J Sens Its Appl Control Syst 2016; 4(1): 1-10.
[http://dx.doi.org/10.14257/ijsacs.2016.4.1.01]
[17]
Kong HY. Energy efficient cooperative LEACH protocol for wireless sensor networks. J Commun Netw (Seoul) 2010; 12(4): 358-65.
[http://dx.doi.org/10.1109/JCN.2010.6388472]
[18]
Heinzelman WB, Chandrakasan AP, Balakrishnan H. An application-specific protocol architecture for wireless microsensor networks. IEEE Trans Wirel Commun 2002; 1(4): 660-70.
[http://dx.doi.org/10.1109/TWC.2002.804190]
[19]
Loscri V, Morabito G, Marano S. A two-levels hierarchy for lowenergy adaptive clustering hierarchy (TL-LEACH) VTC-2005-Fall 2005 IEEE 62nd Vehicular Technology Conference 2005;62(3): 1809-13.
[20]
Liu Y, Gao J, Jia Y, Zhu L. A cluster maintenance algorithm based on LEACH-DCHS protocol. International Conference on Networking, Architecture, and Storage 2008; pp 165-166.
[21]
Smaragdakis G, Matta I. SEP: A stable election protocol for clustered heterogeneous wireless sensor networks. Second International Workshop for Sensors Acuators Network Protocol Applications (SANPA 2004) 2004; pp 1-11.
[22]
Aderohunmu F, Deng J. An enhanced stable election protocol (SEP) for clustered heterogeneous WSN. Department of Information Science, University of Otago New Zealand 2009.
[23]
Qing L, Zhu Q, Wang M. Design of a distributed energy-efficient clustering algorithm for heterogeneous wireless sensor networks. Comput Commun 2006; 29(12): 2230-7.
[http://dx.doi.org/10.1016/j.comcom.2006.02.017]
[24]
Iqbal S, Shagrithaya SB, Gp SG. Performance analysis of stable election protocol and its extensions in WSN. 2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies 2014; pp 744-748.
[http://dx.doi.org/10.1109/ICACCCT.2014.7019189]
[25]
Islam MM, Matin MA, Mondol TK. Extended Stable Election Protocol (SEP) for three-level hierarchical clustered heterogeneous WSN. IET Conf Wirel Sens Syst (WSS 2012).
[26]
Zhao Z, Xu K, Hui G, Hu L. An energy-efficient clustering routing protocol for wireless sensor networks based on AGNES with balanced energy consumption optimization. Sensors 2018; 18(11): 3938.
[http://dx.doi.org/10.3390/s18113938]
[27]
Singh R, Verma AK. International journal of electronics and communications (AEÜ) energy efficient cross layer based adaptive threshold routing protocol for WSN data link capacitive assignment-MAC AEUE. Int. J Electron Commun 2017; 72: 166-73.
[28]
Chen Y, Zhao Q. On the lifetime of wireless sensor networks. IEEE Commun Lett 2005; 9(11): 976-8.
[http://dx.doi.org/10.1109/LCOMM.2005.11010]
[29]
Tyagi S, Kumar N. A systematic review on clustering and routing techniques based upon LEACH protocol for wireless sensor networks. J Netw Comput Appl 2013; 36(2): 623-45.
[http://dx.doi.org/10.1016/j.jnca.2012.12.001]
[30]
Kohvakka M, Suhonen J, Kuorilehto M, Kaseva V, Hännikäinen M, Hämäläinen TD. Energy-efficient neighbor discovery protocol for mobile wireless sensor networks. Ad Hoc Netw 2009; 7(1): 24-41.
[http://dx.doi.org/10.1016/j.adhoc.2007.11.016]

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