I. J. of Electrical & Electronics Research
Research Article | 
Optimizing QoS-Based Clustering Using a Multi-Hop with Single Cluster Communication for Efficient Packet Routing
Author(s) : G. Vinoda Reddy1, Kavitha Thandapani2, N. C. Sendhilkumar3, C. Senthilkumar4, S. V. Hemanth5, Manthandi Periannasamy6 and D. Hemanand7
Published In : International Journal of Electrical and Electronics Research (IJEER) Volume 10, Issue 2 , Special Issue on IEEE-SD
Publisher : FOREX Publication
Published : 13 May 2022
e-ISSN : 2347-470X
Page(s) : 69-73
Abstract
Modern day communication systems have gained a revolutionized growth in long-distance wireless data transmission. High speed packet transfer impacts quality requirements. Critical factors that ruin service quality (Qos) are calculated by the primary factors involving power efficiency, packet delivery ratio, and overall transmission and reception delay. A well-developed routing protocol with unique attributes should be deployed to give improved QoS. The drawback of single path routing in delivering a packet at traffic is challenging since it does not have an alternative path in case of path failure. This problem can be targeted by a properly structured protocol with a multipath mechanism. In this article, Multi-hop with single cluster (SCMC) protocol is designed to increase the overall system efficiency by improving bandwidth, packet delivery ratio (PDR), reducing communication delay, and quality improvement. Adopting a single cluster and several hop protocol achieves power conservation for an additional period and balances the energy level. In multi hopping communications, numerous paths with various members can be produced by a single cluster is an added advantage. The proposed work is tested in NS-2 in comparison with equal cost multipath and protocol SPEED. The outcome of the designed protocol outperforms all other protocols in terms of minimum latency, lower power usage and improved packet delivery ratio
Keywords: WSN, QoS, Single Cluster, Multi-hop Communication, End-to-End
G. Vinoda Reddy, Prof., DoCSE (AI & ML), CMR Technical Campus, Kandlakoya, Medchal, Hyderabad, Telangana, India; Email: vinodareddy.cse@cmrtc.ac.in
Kavitha Thandapani, Prof., DoECE, Veltech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamilnadu, India
N. C. Sendhilkumar, Prof., DoECE, Sri Indu College of Engineering & Technology, Sheriguda, Hyderabad, Telangana, India
C. Senthilkumar, Asst. Prof., DoECE, Saveetha School of Engineering (Saveetha University), Chennai, Tamilnadu, India
S. V. Hemanth, Department of CSE, Hyderabad Institute of Technology and Management, Medchal-Malkajgiri, Hyderabad, Telangana, India
S. Manthandi Periannasamy, Prof., Malla Reddy Engineering College for Women (Autonomous) Maisammaguda, Medchal (M), Hyderabad, India
D. Hemanand, Prof., DoCSE, S.A. Engineering College (Autonomous), Poonamallee-Avadi Road, Thiruverkadu, Chennai, Tamilnadu, India
[1] Chen, D., & Varshney, P. K. QoS Support in Wireless Sensor Networks: A survey. In the Proceedings of the International Conference on Wireless Networks (ICWN). (2004). p. 227–233. [Cross Ref]
[2] Sohrabi, K., Gao, J., Ailawadhi, V., & Pottie, G. J. (2000). Protocols for self-organization of a wirless sensor network. IEEE Personal Communications, 7(5), 16–27. https://doi.org/10.1109/98.878532 [Cross Ref]
[3] Akkaya, K., & Younis, M. (2003 May). An energy aware QoS routing protocol for wireless sensor networks. In the Proceedings of the MWN (pp. 710–715). Providence. [Cross Ref]
[4] Speed, H. T. (2003 May). A stateless protocol for real-time communication in sensor networks. In Proceedings of the International Conference on Distributed Computing Systems. Providence, RI. [Cross Ref]
[5] Felemban, E., Chang-Gun Lee, & Ekici, E. Felemban E, lee C-G and Ekici E. MMSPEED: Multipath multispeed protocol for QoS guarantee of reliability and timeliness in wireless sensor networks. (2006 June). IEEE Transactions on Mobile Computing, 5(6), 738–754. https://doi.org/10.1109/TMC.2006.79[Cross Ref] [Cross Ref]
[6] Huang, X., & Fang, Y. (2008). Multiconstrained QoS Mutlipath routing in wireless sensor networks. Wireless Networks, 14(4), 465–478. https://doi.org/10.1007/ s11276-006-0731-9 [Cross Ref]
[7] Heinzelman, W. B., Chandrakasan, A. P., & Balakrishnan, H. (2000 January 4–7). Energy-efficient communication protocol for wireless microsensor networks. Proceedings of the 33rd Hawaii International Conference on System Sciences. https://doi.org/10.1109/HICSS. 2000.92698.IEEE Publications. [Cross Ref]
[8] Karthick, P. T., & Palanisamy, C. (2019). Optimized cluster head selection using krill herd algorithm for wireless sensor network. Automatika, 60(3), 340–348. https://doi.org/10.1080/00051144.2019.1637174 [Cross Ref]
[9] Rajarshi Middya, Nabajit Chakravarty & Mrinal Kanti Naskar (2017) Compressive Sensing in Wireless Sensor Networks – a Survey, IETE Technical Review, 34:6, 642-654, DOI: 10.1080/ 02564602.2016.1233835 [Cross Ref]
[10] Nan Jiang, Rigui Zhou & Qiulin Ding (2009) Dynamics of Wireless Sensor Networks, International Journal of Distributed Sensor Networks, 5:6, 693-707, DOI: 10. 1080/15501320802581565 [Cross Ref]
[11] Chaaran, K. N., Younus, M., Javed, M. Y., & Based Multisink, N. S. N. (2010). Minimum delay energy efficient routing in wireless sensor networks. European Journal of Scientific Research, 41(3), 399–411.
[12] Ramadhani Sinde, Feroza Begum, Karoli Njau & Shubi Kaijage Kuei-Ping Shih (Reviewing editor) (2020) Lifetime improved WSN using enhanced-LEACH and angle sector-based energy-aware TDMA scheduling, Cogent Engineering, 7:1, DOI: 10.1080/23311916. 2020.1795049 [Cross Ref]
[13] Haque, Md. E., Matsumoto, N., & Yoshida, N. (2009). Context-aware cluster-based hierarchical protocol for wireless sensor networks. International Journal of Ad Hoc and Ubiquitous Computing, 4(6), 379–386. https://doi.org/10.1504/IJAHUC.2009.028666 [Cross Ref]
[14] E. M. Saad, M. H. Awadalla & R. R. Darwish (2009) Adaptive Energy-Aware Gathering Strategy for Wireless Sensor Networks, International Journal of Distributed Sensor Networks, 5:6, 834-849, DOI: 10.1080/ 15501320 903235400 [Cross Ref]
[15] Huang, X., & Fang, Y. (2008). Multiconstrained QoS Mutlipath routing in wireless sensor networks. Wireless Networks, 14(4), 465–478. https://doi.org/10.1007/ s11276-006-0731-9 [Cross Ref]
[16] Krishnan, M., & Lim, Y. (2021). Reinforcement learning-based dynamic routing using mobile sink for data collection in WSNs and IoT applications. Journal of Network and Computer Applications, 194. https://doi.org/10.1016/j.jnca.2021.103223, PubMed: 103223 [Cross Ref]
[17] Kumar, D., Aseri, T. C., & Patel, R. B. (2009). EEHC: Energy efficient heterogeneous clustered scheme for wireless sensor networks. Computer Communications, 32(4), 662–667. https://doi.org/10.1016/j.comcom. 2008.11.025 [Cross Ref]
[18] Gopalakrishnan Subburayalu, Hemanand Duraivelu, Arun Prasath Raveendran, Rajesh Arunachalam, Deepika Kongara & Chitra Thangavel (2021) Cluster Based Malicious Node Detection System for Mobile Ad-Hoc Network Using ANFIS Classifier, Journal of Applied Security Research, DOI: 10.1080/19361610.2021. 2002118 [Cross Ref]
[19] Muhammad K. Shahzad & Tae Ho Cho (2017) An Energy-Aware Routing and Filtering Node (ERF) Selection in CCEF to Extend Network Lifetime in WSN, IETE Journal of Research, 63:3, 368-380, DOI: 10.1080/03772063.2016.1241721 [Cross Ref]
[20] Younis, O., & Fahmy, S. (2004). HEED: A hybrid, energy-efficient, distributed clustering approach for ad hoc sensor networks. IEEE Transactions on Mobile Computing, 3(4), 366–379. https://doi.org/ 10.1109/ TMC.2004.41 [Cross Ref]
[21] Gopalakrishnan, S. and Kumar, P. (2016) Performance Analysis of Malicious Node Detection and Elimination Using Clustering Approach on MANET. Circuits and Systems, 7, 748-758. doi: 10.4236/cs.2016.76064.
G. Vinoda Reddy, Kavitha Thandapani, N. C. Sendhilkumar, C. Senthilkumar, S. V. Hemanth, S. Manthandi Periannasamy and D. Hemanand (2022), Optimizing QoS-Based Clustering Using a Multi-Hop with Single Cluster Communication for Efficient Packet Routing. IJEER 10(2), 69-73. DOI: 10.37391/IJEER.100203.