Abstract
In existing schemes, there has been no analysis or steps built for balancing data integrity and energy consumption of clusters in the network, and providing security in WSN is difficult. In this research work, to overcome these troubles, we have used a Query-based Location-Aware Secure Multicast Routing for Wireless Sensor Networks (QLAMSR) is proposed to attain energy efficiency and security. There are three modules involved here. The first module is about the network model and the system overview to obtain more network lifetime. In the second module, an advanced encryption standard and RC6 algorithms is used here to provide authentication and data integrity. In the third module, efficient energy routes are established and demonstrated to illustrate network reliability. Node trust and reliable route energy efficiency are calculated to produce efficient data integrity through the idea of a fuzzy decision model. The proposed protocol is simulated with the Network Simulator tool (NS 2.34) to analyze the network performance metrics and finally its shown that proposed QLAMSR attains route energy efficiency by 39–92% and data integrity rate by 18–89(packets/sec).
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References
Shi, Q., et al. (2020). Information-aware secure routing in wireless sensor networks. Sensors, 165, 1–21.
Sathiya, M., & Nandhakumar, R. (2020). An optimized multipath routing for secure communication of wireless sensor network. International Journal of Advanced Research and Technology, 8(3), 1–6.
Qureshi, K. N., Bashir, M. U., Lloret, J., & Leon, A. (2020). Optimized cluster-based dynamic energy-aware routing protocol for wireless sensor networks in agriculture precision. Journal of Sensors, 2020, 1–19.
Jain, A., Jain, V., & Tripathi, K. (2020). Trust based intrusion detection system architecture for WSN. International Journal of Recent Technology and Engineering, 8(6), 700–703.
Obaidat, M. S., Dhurandher, S. K., Gupta, D., Gupta, N., & Asthana, A. (2010). DEESR: Dynamic energy efficient and secure routing protocol for wireless sensor networks in urban environments. Journal of Information Processing Systems, 6(3), 269–294.
Lata, B. T., Jansi, P. K. R., Shaila, K., Sujatha, D. N., Tejaswi, V., Venugopal, K. R., & Patnaik, L. M. (2014). Secure routing using multiple domains for wireless sensor networks. International Journal of Computer Trends and Technology, 13(3), 103–112.
Imrana Banu, K., & Murali, G. (2015). Controlling residual energy of WSN with secure routing protocol. International Journal of Science and Research, 5(8), 154–156.
Zare, M., & Soltanaghaei, M. (2020). A gray system theory based multi-path routing method for improving network lifetime in internet of things systems. Preprints. https://doi.org/10.20944/preprints202001.0304.v1
Miglani, A., Bhatia, T., Sharma, G., & Shrivastava, G. (2017). An energy efficient and trust aware framework for secure routing in LEACH for wireless sensor networks. Scalable Computing: Practice and Experience, 18(3), 207–218.
Selvi, M., Thangaramya, K., Ganapathy, S., Kulothungan, K., Khannah Nehemiah, H., & Kannan, A. (2019). An energy aware trust based secure routing algorithm for effective communication in wireless sensor networks. Wireless Personal Communications. https://doi.org/10.1007/s11277-019-06155-x
Sutagundar, A. V., & Manvi, S. S. (2013). Location aware event driven multipath routing in wireless sensor networks: Agent based approach. Egypt Information Journal, 14, 55–65.
Ngo, C. T., & Oh, H. (2014). A link quality prediction metric for location based routing protocols under shadowing and fading effects in vehicular Ad Hoc networks. Procedia Computer Science, 34, 565–570.
Banerjee, A., & Ghosh, S. (2019). Weight-based energy-efficient Multicasting (WEEM) in mobile Ad Hoc networks. Procedia Computer Science, 152, 291–300.
Wang, X., Liu, X., Wang, M., Nie, Y., & Bian, Y. (2019). Energy-efficient spatial query-centric geographic routing protocol in wireless sensor networks. Sensors, 19, 1–23.
Vinoth, M., & Omkumar, S. (2019). Location aware directional flooding algorithm for improving energy efficiency in MANET. International Journal of Innovative Technology and Exploring Engineering, 8(5), 363–367.
Pavani, M., & Trinatha Rao, P. (2019). Adaptive PSO with optimized firefly algorithms for secure cluster-based routing in wireless sensor networks. IET Wireless Sensor Systems, 9(5), 274–283.
Mahakud, R., Rath, S., Samantary, M., Sinha, B. S., Priya, P., Nayak, A., & Kumari, A. (2016). Energy management in wireless sensor network using PEGASIS. Proceedia Computer Science, 92, 207–212.
Arivubrakan, P., & Sundari, S. (2019). A Protocol based routing technique for enhancing the quality of service in multi hop wireless networks. International Journal of Innovative Technology and Exploring Engineering, 8(8), 1182–1186.
Saini, A., Kansal, A., & Randhawa, N. S. (2019). Minimization of consumption in WSN using hybrid WECRA approach. Procedia Computer Science, 155, 803–808.
Manjunath, C. R., Hoover, M. T., Sushma, J., & Anand, S. (2014). Secure multicast scheme in cluster based wireless sensor network. International Journal of Engineering Research & Technology, 5(2), 66–71.
Rajasekaran, M., Ayyasamy, A., & Jebakumar, R. (2020). Performance and evaluation of location energy aware trusted distance source routing protocol for secure routing in WSNs. Indian Journal of Science and Technology, 13(39), 4092–4108.
Srinivas, M. B. (2016). Cluster based energy efficient routing protocol using ANT colony optimization and breadth first search. Procedia Computer Science, 89(1), 124–133.
Kumar, T. S., & Benakop, P. G. (2021). Designing an efficient forecasting routing protocol to secure the mobile Ad Hoc network communication. Bulletin Monumental, 2(1), 192–215.
Sirajuddin, M., Rupa, C., & Iwendi, C. (2021). TBSMR: A trust-based secure multipath routing protocol for enhancing the QoS of the sensor network. Security and Communication Networks. https://doi.org/10.1155/2021/5521713
Ramluckun, N., & Bassoo, V. (2018). Energy-efficient chain-cluster based intelligent routing technique for wireless sensor networks. Applied Computing and Informatics. https://doi.org/10.1016/j.aci.2018.02.004
Shankar, A., & Jaisankar, N. J. P. C. S. (2016). A novel energy efficient clustering mechanism in wireless sensor network. Procedia Computer Science, Scidirect, 89, 134–141.
Wang, J. (2019). Energy efficient routing algorithm with mobile sink support for wireless sensor networks. Sensors, 19(7), 1494.
Ding, Q. (2021). An overview of machine learning-based energy-efficient routing algorithms in wireless sensor networks. Electronics, 10(13), 1539.
Zeng, B. (2016). An improved harmony search based energy-efficient routing algorithm for wireless sensor networks. Applied Soft Computing, 41, 135–147.
**ang, W. (2016). An energy-efficient routing algorithm for software-defined wireless sensor networks. IEEE Sensors Journal, 16(20), 7393–7400.
Khriji, S. (2019). Energy-efficient routing algorithm based on localization and clustering techniques for agricultural applications. IEEE Aerospace and Electronic Systems Magazine, 34(3), 56–66.
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Bhanu, D., Santhosh, R. Fuzzy enhanced location aware secure multicast routing protocol for balancing energy and security in wireless sensor network. Wireless Netw (2023). https://doi.org/10.1007/s11276-023-03461-y
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DOI: https://doi.org/10.1007/s11276-023-03461-y