Design and Optimization Analysis of Energy-Efficient Routing Algorithms in Wireless Sensor Networks

[1] Gulati, K., Boddu, R. S. K., Kapila, D., Bangare, S. L., Chandnani, N., & Saravanan, G. (2022). A review paper on wireless sensor network techniques in Internet of Things (IoT). Materials Today: Proceedings, 51, 161-165. Gulati K. Boddu R. S. K. Kapila D. Bangare S. L. Chandnani N. Saravanan G. ( 2022 ). A review paper on wireless sensor network techniques in Internet of Things (IoT) . Materials Today: Proceedings , 51 , 161 - 165 . Search in Google Scholar

[2] Nayak, P., Swetha, G. K., Gupta, S., & Madhavi, K. (2021). Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities. Measurement, 178, 108974. Nayak P. Swetha G. K. Gupta S. Madhavi K. ( 2021 ). Routing in wireless sensor networks using machine learning techniques: Challenges and opportunities . Measurement , 178 , 108974 . Search in Google Scholar

[3] Raja Basha, A. (2022). A review on wireless sensor networks: Routing. Wireless Personal Communications, 125(1), 897-937. Raja Basha A. ( 2022 ). A review on wireless sensor networks: Routing . Wireless Personal Communications , 125 ( 1 ), 897 - 937 . Search in Google Scholar

[4] Rady, A., El‐Rabaie, E. S. M., Shokair, M., & Abdel‐Salam, N. (2021). Comprehensive survey of routing protocols for Mobile Wireless Sensor Networks. International Journal of Communication Systems, 34(15), e4942. Rady A. El‐Rabaie E. S. M. Shokair M. Abdel‐Salam N. ( 2021 ). Comprehensive survey of routing protocols for Mobile Wireless Sensor Networks . International Journal of Communication Systems , 34 ( 15 ), e4942 . Search in Google Scholar

[5] Daanoune, I., Abdennaceur, B., & Ballouk, A. (2021). A comprehensive survey on LEACH-based clustering routing protocols in Wireless Sensor Networks. Ad Hoc Networks, 114, 102409. Daanoune I. Abdennaceur B. Ballouk A. ( 2021 ). A comprehensive survey on LEACH-based clustering routing protocols in Wireless Sensor Networks . Ad Hoc Networks , 114 , 102409 . Search in Google Scholar

[6] Idrus, A., & Sugiyanta, L. (2024, May). Comparison of wireless sensor network low-energy adaptive clustering hierarchy (LEACH) and hybrid energy-efficient distributed (HEED) protocols in parking area monitoring systems. In AIP Conference Proceedings (Vol. 3116, No. 1). AIP Publishing. Idrus A. Sugiyanta L. ( 2024 , May ). Comparison of wireless sensor network low-energy adaptive clustering hierarchy (LEACH) and hybrid energy-efficient distributed (HEED) protocols in parking area monitoring systems . In AIP Conference Proceedings (Vol. 3116 , No. 1 ). AIP Publishing . Search in Google Scholar

[7] Khan, H., Hassan, S. A., & Jung, H. (2020). On underwater wireless sensor networks routing protocols: A review. IEEE Sensors Journal, 20(18), 10371-10386. Khan H. Hassan S. A. Jung H. ( 2020 ). On underwater wireless sensor networks routing protocols: A review . IEEE Sensors Journal , 20 ( 18 ), 10371 - 10386 . Search in Google Scholar

[8] Luo, J., Chen, Y., Wu, M., & Yang, Y. (2021). A survey of routing protocols for underwater wireless sensor networks. IEEE Communications Surveys & Tutorials, 23(1), 137-160. Luo J. Chen Y. Wu M. Yang Y. ( 2021 ). A survey of routing protocols for underwater wireless sensor networks . IEEE Communications Surveys & Tutorials , 23 ( 1 ), 137 - 160 . Search in Google Scholar

[9] Nakas, C., Kandris, D., & Visvardis, G. (2020). Energy efficient routing in wireless sensor networks: A comprehensive survey. Algorithms, 13(3), 72. Nakas C. Kandris D. Visvardis G. ( 2020 ). Energy efficient routing in wireless sensor networks: A comprehensive survey . Algorithms , 13 ( 3 ), 72 . Search in Google Scholar

[10] Ding, Q., Zhu, R., Liu, H., & Ma, M. (2021). An overview of machine learning-based energy-efficient routing algorithms in wireless sensor networks. Electronics, 10(13), 1539. Ding Q. Zhu R. Liu H. Ma M. ( 2021 ). An overview of machine learning-based energy-efficient routing algorithms in wireless sensor networks . Electronics , 10 ( 13 ), 1539 . Search in Google Scholar

[11] Zagrouba, R., & Kardi, A. (2021). Comparative study of energy efficient routing techniques in wireless sensor networks. Information, 12(1), 42. Zagrouba R. Kardi A. ( 2021 ). Comparative study of energy efficient routing techniques in wireless sensor networks . Information , 12 ( 1 ), 42 . Search in Google Scholar

[12] SureshKumar, K., & Vimala, P. (2021). Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks. Computer Networks, 197, 108250. SureshKumar K. Vimala P. ( 2021 ). Energy efficient routing protocol using exponentially-ant lion whale optimization algorithm in wireless sensor networks . Computer Networks , 197 , 108250 . Search in Google Scholar

[13] Tang, L., Lu, Z., & Fan, B. (2020). Energy efficient and reliable routing algorithm for wireless sensors networks. Applied Sciences, 10(5), 1885. Tang L. Lu Z. Fan B. ( 2020 ). Energy efficient and reliable routing algorithm for wireless sensors networks . Applied Sciences , 10 ( 5 ), 1885 . Search in Google Scholar

[14] Wang, Z., Ding, H., Li, B., Bao, L., & Yang, Z. (2020). An energy efficient routing protocol based on improved artificial bee colony algorithm for wireless sensor networks. ieee access, 8, 133577-133596. Wang Z. Ding H. Li B. Bao L. Yang Z. ( 2020 ). An energy efficient routing protocol based on improved artificial bee colony algorithm for wireless sensor networks . ieee access , 8 , 133577 - 133596 . Search in Google Scholar

[15] Behera, T. M., Samal, U. C., Mohapatra, S. K., Khan, M. S., Appasani, B., Bizon, N., & Thounthong, P. (2022). Energy-efficient routing protocols for wireless sensor networks: Architectures, strategies, and performance. Electronics, 11(15), 2282. Behera T. M. Samal U. C. Mohapatra S. K. Khan M. S. Appasani B. Bizon N. Thounthong P. ( 2022 ). Energy-efficient routing protocols for wireless sensor networks: Architectures, strategies, and performance . Electronics , 11 ( 15 ), 2282 . Search in Google Scholar

[16] Raj, A. S., & Chinnadurai, M. (2020). Energy efficient routing algorithm in wireless body area networks for smart wearable patches. Computer Communications, 153, 85-94. Raj A. S. Chinnadurai M. ( 2020 ). Energy efficient routing algorithm in wireless body area networks for smart wearable patches . Computer Communications , 153 , 85 - 94 . Search in Google Scholar

[17] Yun, W. K., & Yoo, S. J. (2021). Q-learning-based data-aggregation-aware energy-efficient routing protocol for wireless sensor networks. IEEE Access, 9, 10737-10750. Yun W. K. Yoo S. J. ( 2021 ). Q-learning-based data-aggregation-aware energy-efficient routing protocol for wireless sensor networks . IEEE Access , 9 , 10737 - 10750 . Search in Google Scholar

[18] Hung, L. L., Leu, F. Y., Tsai, K. L., & Ko, C. Y. (2020). Energy-efficient cooperative routing scheme for heterogeneous wireless sensor networks. IEEE Access, 8, 56321-56332. Hung L. L. Leu F. Y. Tsai K. L. Ko C. Y. ( 2020 ). Energy-efficient cooperative routing scheme for heterogeneous wireless sensor networks . IEEE Access , 8 , 56321 - 56332 . Search in Google Scholar

[19] Ilyas, M., Ullah, Z., Khan, F. A., Chaudary, M. H., Malik, M. S. A., Zaheer, Z., & Durrani, H. U. R. (2020). Trust-based energy-efficient routing protocol for Internet of things–based sensor networks. International Journal of Distributed Sensor Networks, 16(10), 1550147720964358. Ilyas M. Ullah Z. Khan F. A. Chaudary M. H. Malik M. S. A. Zaheer Z. Durrani H. U. R. ( 2020 ). Trust-based energy-efficient routing protocol for Internet of things–based sensor networks . International Journal of Distributed Sensor Networks , 16 ( 10 ), 1550147720964358 . Search in Google Scholar

[20] Srivastava, V., Tripathi, S., Singh, K., & Son, L. H. (2020). Energy efficient optimized rate based congestion control routing in wireless sensor network. Journal of Ambient Intelligence and Humanized Computing, 11, 1325-1338. Srivastava V. Tripathi S. Singh K. Son L. H. ( 2020 ). Energy efficient optimized rate based congestion control routing in wireless sensor network . Journal of Ambient Intelligence and Humanized Computing , 11 , 1325 - 1338 . Search in Google Scholar

[21] Sadek, R. A., Abd-alazeem, D. M., & Abbassy, M. M. (2021). A new energy-efficient multi-hop routing protocol for heterogeneous wireless sensor networks. International Journal of Advanced Computer Science and Applications, 12(11), 1-9. Sadek R. A. Abd-alazeem D. M. Abbassy M. M. ( 2021 ). A new energy-efficient multi-hop routing protocol for heterogeneous wireless sensor networks . International Journal of Advanced Computer Science and Applications , 12 ( 11 ), 1 - 9 . Search in Google Scholar

[22] Daanoune, I., Baghdad, A., & Ballouk, A. (2020). An enhanced energy-efficient routing protocol for wireless sensor network. International Journal of Electrical & Computer Engineering (2088-8708), 10(5). Daanoune I. Baghdad A. Ballouk A. ( 2020 ). An enhanced energy-efficient routing protocol for wireless sensor network . International Journal of Electrical & Computer Engineering ( 2088-8708 ), 10 ( 5 . Search in Google Scholar

[23] Abeeku Sam Edu. (2024). Paths to digital mobile payment platforms acceptance and usage: A topology for digital enthusiast consumers. Telematics and Informatics Reports100158-100158. Edu Abeeku Sam ( 2024 ). Paths to digital mobile payment platforms acceptance and usage: A topology for digital enthusiast consumers . Telematics and Informatics Reports 100158 - 100158 . Search in Google Scholar

[24] Jiahui Lin,Yue Zhou,Shuo Han,Yanjun Li,Zonglai Mo & Jun Li. (2024). The path-engulfment method for topology optimization of structures. Advances in Engineering Software103715-103715. Lin Jiahui Zhou Yue Han Shuo Li Yanjun Mo Zonglai Li Jun ( 2024 ). The path-engulfment method for topology optimization of structures . Advances in Engineering Software 103715 - 103715 . Search in Google Scholar

[25] Samosonok O. S.. (2023). An Algorithm for Estimating the Unknown Parameter of the Gibbs Distribution Based on the Stochastic Quasi-Gradient Method*. Cybernetics and Systems Analysis(6),1004-1007. Samosonok O. S. ( 2023 ). An Algorithm for Estimating the Unknown Parameter of the Gibbs Distribution Based on the Stochastic Quasi-Gradient Method* . Cybernetics and Systems Analysis ( 6 ), 1004 - 1007 . Search in Google Scholar

[26] Hassan Chetouani & Nikolaos Limnios. (2023). Gibbs Distribution and the Repairman Problem. Mathematics(19), Chetouani Hassan Limnios Nikolaos ( 2023 ). Gibbs Distribution and the Repairman Problem . Mathematics ( 19 ), Search in Google Scholar

[27] Chentsov A. A.,Chentsov A. G. & Sesekin A. N.. (2021). Optimal routing in a problem with constraints and cost functions depending on the task list. Journal of Physics: Conference Series(1). Chentsov A. A. Chentsov A. G. Sesekin A. N. ( 2021 ). Optimal routing in a problem with constraints and cost functions depending on the task list . Journal of Physics: Conference Series ( 1 ). Search in Google Scholar

[28] Vyas Kapila,Khuteta Ajay & Chaturvedi Amit. (2019). Efficient routing in multicast mesh by using forwarding nodes and weighted cost function. KSII Transactions on Internet and Information Systems (TIIS)(12),5928-5947. Kapila Vyas Ajay Khuteta Amit Chaturvedi ( 2019 ). Efficient routing in multicast mesh by using forwarding nodes and weighted cost function . KSII Transactions on Internet and Information Systems (TIIS) ( 12 ), 5928 - 5947 . Search in Google Scholar