PERFORMANCE EVALUATION OF SA-LA ROUTING PROTOCOL FOR WSN INTEGRATED IOT
DOI:
https://doi.org/10.55766/sujst-2023-02-e01875Keywords:
WSN, IoT, Self Adaptive-Lion Algorithm, Packet Drop Rate, Node Trust FactorAbstract
WSN is considered one of the prominent technology due to the different kinds of operations they are involved in. Secured and energy-efficient data routing is very important in the WSN framework. The main aim of this research is to evaluate the performance of a secured and energy-efficient routing protocol named Self Adaptive-Lion Algorithm (SA-LA) in WSN, as well as in WSN assisted IoT framework. This protocol is evaluated by means of different parameters like residual energy, delay, network lifetime, Node Trust Factor (NTF), Interference factor (IF), throughput and security risk probability. Achieved improved outcomes as network lifetime rose up to 14% also risk probability decreased marginally through 18% compared to previous methods.
References
Al Hayajneh, Abdullah, Md Zakirul Alam Bhuiyan, and Ian McAndrew. (2020). A novel security protocol for wireless sensor networks with cooperative communication, Computers, 9(1):4.
https://doi.org/10.3390/computers9010004
Alazzawi L. and Elkateeb A. (2008). Ali. performance evaluation of the wsn routing protocols scalability. Journal of Computer Systems, Networks, and Communications, 1-10.
https://doi.org/10.1155/2008/481046
Aslam, Muhammad, Ehsan Ullah Munir, Muhammad Bilal, Muhammmad Asad, Asad Ali, Tauseef Shah, and Syed Bilal. (2014). HADCC: hybrid advanced distributed and centralized clustering path planning algorithm for WSNs., In 2014 IEEE 28th International Conference on Advanced Information Networking and Applications, 657-664.
https://doi.org/10.1109/AINA.2014.81
Baig, Z.A., Sanguanpong, S., Firdous, S.N., Vo, V.N., and So-In, C. (2020). Averaged dependence estimators for DoS attack detection in IoT networks. Future Generation Computer Systems, 102:198-209.
https://doi.org/10.1016/j.future.2019.08.007
Bhardwaj, R. and Kumar, D. (2019). MOFPL: Multi-objective fractional particle lion algorithm for the energy-aware routing in the WSN. Pervasive and Mobile Computing, 58:1-16. https://doi.org/10.1016/j.pmcj.2019.05.010
Bhoyar, P., Sahare, P., Dhok, S.B. and Deshmukh, R.B. (2018). Communication technologies and security challenges for internet of things: A comprehensive review. AEU - International Journal of Electronics and Communications, 99:81-99. https://doi.org/10.1016/j.aeue.2018.11.031
Dongarsane C.R., Maheshkumar D., Aravind H.S., Mallikarjunaswamy S., and Sankpal S.V. (2021). Design of Energy Efficient and Secured Routing Protocol for WSN in IoT. Design Engineering, 3,936-3,953.
George, A. and Rajakumar, B.R. (2013). APOGA: An adaptive population pool size based genetic algorithm, AASRI Procedia - 2013 AASRI Conference on Intelligent Systems and Control (ISC 2013), 4:288-296.
https://doi.org/10.1016/j.aasri.2013.10.043
Ghaffari, Ali. (2014). An energy-efficient routing protocol for wireless sensor networks using A-star algorithm. Journal of applied research and technology, 12(4):815-822.
https://doi.org/10.1016/S1665-6423(14)70097-5
Harbi, Y., Aliouat, Z., Refoufi, A., Harous, S., and Bentaleb, A. (2019). Enhanced authentication and key management scheme for securing data transmission in the internet of things. Ad Hoc Networks, 94:101948.
https://doi.org/10.1016/j.adhoc.2019.101948
Jain, Abhilasha, and Ashok Kumar Goel. (2019). Energy-efficient fuzzy routing protocol for wireless sensor networks. Wireless Personal Communications, 110(3):1,459-1,474.
https://doi.org/10.1007/s11277-019-06795-z
Jaiswal, Kavita and Veena Anand (2020). EOMR: An energy-efficient optimal multi-path routing protocol to improve QoS in wireless sensor network for IoT applications. Wireless Personal Communications, 1-23.
https://doi.org/10.1007/s11277-019-07000-x
Kalkan, K. (2020). SUTSEC: SDN Utilized Trust-based Secure Clustering in IoT, Computer Networks, In press. journal pre-proof Available online, 107328.
https://doi.org/10.1016/j.comnet.2020.107328
Kandi, M.A., Lakhlef, H., Bouabdallah, A, and Challal, Y. (2020). A versatile Key Management protocol for secure Group and Device-to-Device Communication in the Internet of Things. Journal of Network and Computer Applications, 150:102480.
https://doi.org/10.1016/j.jnca.2019.102480
Kumar, Ranjit, Sachin Tripathi, and Rajeev Agrawal (2019). An analysis and comparison of security protocols on wireless sensor networks (WSN). In Design Frameworks for Wireless Networks, Springer, Singapore. 3-21.
https://doi.org/10.1007/978-981-13-9574-1_1
Lee, Joonyoung, Sungjin Yu, Myeonghyun Kim, Youngho Park, and Ashok Kumar Das (2020). On the design of secure and efficient three-factor authentication protocol using honey list for wireless sensor networks. IEEE Access 8, 107046-107062. https://doi.org/10.1109/ACCESS.2020.3000790
Liu, H., Abraham, A., Snášel, V. and McLoone, S. (2012). Swarm scheduling approaches for work-flow applications with security constraints in distributed data-intensive computing environments. Information Sciences, 192.
https://doi.org/10.1016/j.ins.2011.12.032
Liu, Yang, Qiong Wu, Ting Zhao, Yong Tie, Fengshan Bai, and Minglu Jin. (2019). An improved energy-efficient routing protocol for wireless sensor networks. Sensors, 19(20):4,579. https://doi.org/10.3390/s19204579
Meenaakshi Sundhari, R.P.and Jaikumar, K. (2020). IoT assisted Hierarchical Computation Strategic Making (HCSM) and Dynamic Stochastic Optimization Technique (DSOT) for energy optimization in wireless sensor networks for smart city monitoring. Computer Communications, 150:226-234. https://doi.org/10.1016/j.comcom.2019.11.032
Moin, S., Karim, A., Safdar, Z., Safdar, K. and Imran, M. (2019). Securing IoTs in distributed blockchain: Analysis, requirements and open issues. Future Generation Computer Systems, 100:325-343.
https://doi.org/10.1016/j.future.2019.05.023
Othman, S.B., Bahattab, A.A., Trad, A. and Yousse, H. (2014). Confidentiality and Integrity for Data Aggregation in WSN Using Homomorphic Encryption. Wireless Personal Communications, 80:867-889.
https://doi.org/10.1007/s11277-014-2061-z
Qazi, Rosheen, Kashif Naseer Qureshi, Faisal Bashir, Najam Ul Islam, Saleem Iqbal, and Arsalan Arshad. (2020). Security protocol using elliptic curve cryptography algorithm for wireless sensor networks. Journal of Ambient Intelligence and Humanized Computing, 547-566.
https://doi.org/10.1007/s12652-020-02020-z
Rajakumar, B.R (2012). The Lion’s Algorithm: A New Nature-Inspired Search Algorithm, Procedia Technology-2nd International Conference on Communication. Computing and Security, 6:126-135
Rajakumar, B.R and George, A. (2012). A New adaptive mutation technique for genetic algorithm, In Proceedings of IEEE International Conference on Computational Intelligence and Computing Research (ICCIC). 1-7
https://doi.org/10.1016/j.protcy.2012.10.016
Rajakumar, B.R. (2013a). Impact of static and adaptive mutation techniques on genetic algorithm. International Journal of Hybrid Intelligent Systems, 10(1):11-22.
https://doi.org/10.3233/HIS-120161
Rajakumar, B.R.(2013b). Static and Adaptive Mutation Techniques for Genetic algorithm: A Systematic Comparative Analysis. International Journal of Computational Science and Engineering, 8(2):180-193.
https://doi.org/10.1504/IJCSE.2013.053087
Swamy, S.M., Rajakumar, B.R, and Valarmathi, I.R. (2013). Design of hybrid wind and photovoltaic power system using opposition-based genetic algorithm with cauchy mutation IET Chennai Fourth International Conference on Sustainable Energy and Intelligent Systems (SEISCON 2013), Chennai, India.
https://doi.org/10.1049/ic.2013.0361
Tewari, A. and Gupta, B.B. (2020). Security, privacy and trust of different layers in Internet-of-Things (IoT) framework. Future Generation Computer Systems, 108:909-920.
https://doi.org/10.1016/j.future.2018.04.027
Verma, S., Sood, N. and Sharma, A.K. (2019). Genetic Algorithm-based Optimized Cluster Head selection for single and multiple data sinks in Heterogeneous Wireless Sensor Network. Applied Soft Computing, 85:1-21.
https://doi.org/10.1016/j.asoc.2019.105788
Vinitha, A., Rukmini, M.S.S. and Dhirajsunehra (2019). Secure and energy-aware multi-hop routing protocol in WSN using Taylor-based hybrid optimization algorithm, Journal of King Saud University - Computer and Information Sciences, in press)
Wang, Ding, Ping Wang, and Chenyu Wang (2020). Efficient multi-factor user authentication protocol with forward secrecy for real-time data access in WSNs. ACM Transactions on Cyber-Physical Systems, 4(3):1-26.
