Hybridised swarm intelligence approach for multi-objective-based node localisation in wireless sensor network: hybrid glow-worm and cat swarm algorithm

References

• Abbas Baradaran, Amir, and Keivan Navi. 2020. “HQCA-WSN: High-Quality Clustering Algorithm and Optimal Cluster Head Selection Using Fuzzy Logic in Wireless Sensor Networks.” Fuzzy Sets and Systems 389:114–144. https://doi.org/10.1016/j.fss.2019.11.015.
   Web of Science ®Google Scholar
• Abdollahzadeh, Benyamin, Farhad Soleimanian Gharehchopogh, and Seyedali Mirjalili. 2021. “African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems Author links open overlay panel.” Computers & Industrial Engineering 158 (August): 107408. https://doi.org/10.1016/j.cie.2021.107408.
   Google Scholar
• Alrizq, Mesfer, Shalini Stalin, Sultan Alyami, Vandana Roy, Anuprita Mishra, Amit Kumar Chandanan, Nancy Awadallah Awad, and Prashanth Venkatesh. 2023. “Optimization of Sensor Node Location Utilizing Artificial Intelligence for Mobile Wireless Sensor Network.” Wireless Networks. https://doi.org/10.1007/s11276-023-03469-4.
   Web of Science ®Google Scholar
• Bhat, Soumya J, and Santhosh K Venkata. 9 October 2020. “An Optimization-Based Localization with Area Minimization for Heterogeneous Wireless Sensor Networks in Anisotropic Fields.” Computer Networks 179:107371. https://doi.org/10.1016/j.comnet.2020.107371.
   Web of Science ®Google Scholar
• Bouzidi, Abdelhamid, Mohammed EssaidRiffi, and Mohammed Barkatou. 2019. “Cat Swarm Optimization for Solving the Open Shop Scheduling Problem.” Journal of Industrial Engineering International 15 (2): 367–378. https://doi.org/10.1007/s40092-018-0297-z.
   Google Scholar
• Bui, T., P. Xu, W. Zhu, G. Wu, and N. Jiang. 2017. “Energy-Efficient Localization Game for Wireless Sensor Networks.” IEEE Communications Letters 21 (11): 2468–2471. https://doi.org/10.1109/LCOMM.2017.2731966.
   Web of Science ®Google Scholar
• Cheng, Y., X. Wang, T. Caelli, X. Li, and B. Moran. 2011 December. “Optimal Nonlinear Estimation for Localization of Wireless Sensor Networks.” IEEE Transactions on Signal Processing 59 (12): 5674–5685. https://doi.org/10.1109/TSP.2011.2166547.
   Web of Science ®Google Scholar
• Chen, Yourong, Lu Siyi, Junjie Chen, and Tiaojuan Ren. 2017. “Node Localization Algorithm of Wireless Sensor Networks with Mobile Beacon Node.” Peer-To-Peer Networking and Applications 10 (3): 795–807. https://doi.org/10.1007/s12083-016-0522-8.
   Web of Science ®Google Scholar
• Chen, J.-C., C.-K. Wen, and K.-K. Wong. 2016. “An Efficient Sensor-Node Selection Algorithm for Sidelobe Control in Collaborative Beamforming.” IEEE Transactions on Vehicular Technology 65 (8): 5984–5994. https://doi.org/10.1109/TVT.2015.2478898.
   Web of Science ®Google Scholar
• Dao, Thi-Kien, and Trong-The Nguyen. 2024. “An Optimal Node Localization in WSN Based on Siege Whale Optimization Algorithm.” Cmes-Computer Modeling in Engineering & Sciences 138 (3): 2201. https://doi.org/10.32604/cmes.2023.029880.
   Web of Science ®Google Scholar
• Farrag, Mohammed, Mohammed Abo-Zahhad, M. M. Doss, and Joseph V. Fayez. 2017. “A New Localization Technique for Wireless Sensor Networks Using Social Network Analysis.” Arabian Journal for Science & Engineering 42:2817–2827. https://doi.org/10.1007/s13369-017-2459-5.
   Web of Science ®Google Scholar
• Gao, Shang, Zirui Zhang, Yan Zong, Guiyun Tian, Xuewu Dai, Yongteng Zhong, and Xin Jin. 2022. Dec 1. “A Wireless Transient Attenuated-Exponential Overpressure Beamforming with for Far-Field Blast Source Localization.” IEEE Sensors Journal 22 (23): 23521–23528. https://doi.org/10.1109/JSEN.2022.3187762.
   Web of Science ®Google Scholar
• Guidara, Amir, Faouzi Derbel, Ghofrane Fersi, Sadok Bdiri, and Maher Ben Jemaa. 2019. “Energy-Efficient On-Demand Indoor Localization Platform Based on Wireless Sensor Networks Using Low Power Wake Up Receiver.” Ad Hoc Networks 93 (October): 101902. https://doi.org/10.1016/j.adhoc.2019.101902.
   Web of Science ®Google Scholar
• Gupta, Akanksha, and Umang Singh. 2023. “Optimal Performance Evaluation of Localization of Sensor Nodes in Wireless Sensor Networks.” Wireless Personal Communications 131 (2): 941–954. https://doi.org/10.1007/s11277-023-10462-9.
   Web of Science ®Google Scholar
• Han, Sangjin, Sungjin Lee, Sanghoon Lee, Jongjun Park, and Sangjoon Park. 2010. “Node Distribution-Based Localization for Large-Scale Wireless Sensor Networks.” Wireless Networks 16 (5): 1389–1406. https://doi.org/10.1007/s11276-009-0210-1.
   Web of Science ®Google Scholar
• Jia, Wenxian, Qi Guohong, Menghan Liu, and Jie Zhou. 2022 November. “A High Accuracy Localization Algorithm with DV-Hop and Fruit Fly Optimization in Anisotropic Wireless Networks.” Journal of King Saud University - Computer and Information Sciences 34 (10): 8102–8111. Part A. https://doi.org/10.1016/j.jksuci.2022.07.022.
   Web of Science ®Google Scholar
• Jin, Y., L. Zhou, L. Zhang, Z. Hu, and J. Han. 2022 April. “A Novel Range-Free Node Localization Method for Wireless Sensor Networks.” IEEE Wireless Communications Letters 11 (4): 688–692. https://doi.org/10.1109/LWC.2021.3140063.
   Web of Science ®Google Scholar
• Julius Aroba, Oluwasegun, Nalindren Naicker, and Timothy T. Adeliyi. 2023. “Node Localization in Wireless Sensor Networks Using a Hyper-Heuristic DEEC-Gaussian Gradient Distance Algorithm.” Scientific African 19 (March): 01560. https://doi.org/10.1016/j.sciaf.2023.e01560.
   Google Scholar
• Kanoosh, Huthaifa M., Essam Halim Houssein, and Mazen M. Selim. 2019. “Salp Swarm Algorithm for Node Localization in Wireless Sensor Networks.” Journal of Computer Networks and Communications 2019:12. https://doi.org/10.1155/2019/1028723.
   Web of Science ®Google Scholar
• Karim, Sarang, Faisal Karim Shaikh, Khursheed Aurangzeb, Bhawani Shankar Chowdhry, and Musaed Alhussein. 2021. “Anchor Nodes Assisted Cluster-Based Routing Protocol for Reliable Data Transfer in Underwater Wireless Sensor Networks.” Institute of Electrical and Electronics Engineers Access 9:36730–36747. https://doi.org/10.1109/ACCESS.2021.3063295.
   Google Scholar
• Khishe, M., and M. R. Mousavi. 1 July 2020. “Chimp optimization algorithm.” Expert Systems with Applications 149:113338. https://doi.org/10.1016/j.eswa.2020.113338.
   Web of Science ®Google Scholar
• Kumar, G., R. Saha, M. K. Rai, R. Thomas, and T.-H. Kim. 2020 September. “A Lattice Signcrypted Secured Localization in Wireless Sensor Networks.” IEEE Systems Journal 14 (3): 3949–3956. https://doi.org/10.1109/JSYST.2019.2961476.
   Web of Science ®Google Scholar
• Liu, Wenyan, Xiangyang Luo, Guo Wei, and Huaixing Liu. 2022 August, 1. “Node Localization Algorithm for Wireless Sensor Networks Based on Static Anchor Node Location Selection Strategy.” Computer Communications 192:289–298. https://doi.org/10.1016/j.comcom.2022.06.010.
   Web of Science ®Google Scholar
• Manjarres, Diana, Javier Del Ser, Sergio Gil-Lopez, Massimo Vecchio, Itziar Landa-Torres, and Roberto Lopez-Valcarce. 2013. “A Novel Heuristic Approach for Distance- and Connectivity-Based Multihop Node Localization in Wireless Sensor Networks.” Soft Computing 17 (1): 17–28. https://doi.org/10.1007/s00500-012-0897-2.
   Web of Science ®Google Scholar
• Moradbeikie, Azin, Ahmad Keshavarz, Habib Rostami, Sara Paiva, and Sérgio Ivan Lopes. 2021. “GNSS-Free Outdoor Localization Techniques for Resource-Constrained IoT Architectures: A Literature Review.” Applied Sciences 11 (22): 10793. https://doi.org/10.3390/app112210793.
   Google Scholar
• Nain, Mamta, and Nitin Goyal. 2022. “Energy Efficient Localization Through Node Mobility and Propagation Delay Prediction in Underwater Wireless Sensor Network.” Wireless Personal Communications 122 (3): 2667–2685. https://doi.org/10.1007/s11277-021-09024-8.
   Web of Science ®Google Scholar
• Sabella, V. R., D. R. Edla, A. Lipare, and S. R. Parne. 2021 June. “An Efficient Localization Approach in Wireless Sensor Networks Using Krill Herd Optimization Algorithm.” IEEE Systems Journal 15 (2): 2432–2442. https://doi.org/10.1109/JSYST.2020.3004527.
   Web of Science ®Google Scholar
• Shahzad, F., T. R. Sheltami, and E. M. Shakshuki. 2016 October. “Multi-Objective Optimization for a Reliable Localization Scheme in Wireless Sensor Networks.” Journal of Communications and Networks 18 (5): 796–805. https://doi.org/10.1109/JCN.2016.000108.
   Web of Science ®Google Scholar
• Shujie, Yu, Jianping Zhu, and Lv Chunfeng. 2023. “A Quantum Annealing Bat Algorithm for Node Localization in Wireless Sensor Networks.” Sensors 23 (2): 782. https://doi.org/10.3390/s23020782.
   PubMed Web of Science ®Google Scholar
• Singh, Munesh, Sourav Kumar Bhoi, and Sanjaya Kumar Panda. 1 May 2021. “Geometric Least Square Curve Fitting Method for Localization of Wireless Sensor Network.” Ad Hoc Networks 116:102456. https://doi.org/10.1016/j.adhoc.2021.102456.
   Web of Science ®Google Scholar
• Singh Mohar, Satinder, Sonia Goyal, and Ranjit Kaur. 2022. “Localization of Sensor Nodes in Wireless Sensor Networks Using Bat Optimization Algorithm with Enhanced Exploration and Exploitation Characteristics.” The Journal of Supercomputing 78 (9): 11975–12023. https://doi.org/10.1007/s11227-022-04320-x.
   PubMed Web of Science ®Google Scholar
• Sivasakthiselvan, S., and V. Nagarajan. 2019. “RETRACTED ARTICLE: A New Localization Technique for Node Positioning in Wireless Sensor Networks.” Cluster Computing 22 (S2): 4027–4034. https://doi.org/10.1007/s10586-018-2613-1.
   Google Scholar
• Tan, Xin, Zhi Sun, Pu Wang, and Yanjing Sun. 1 March 2020. “Environment-Aware Localization for Wireless Sensor Networks Using Magnetic Induction.” Ad Hoc Networks 98:102030. https://doi.org/10.1016/j.adhoc.2019.102030.
   Web of Science ®Google Scholar
• Zhou, B., Q. Chen, P. Xiao, and L. Zhao. 2017. “On the Spatial Error Propagation Characteristics of Cooperative Localization in Wireless Networks.” IEEE Transactions on Vehicular Technology 66 (2): 1647–1658. https://doi.org/10.1109/TVT.2016.2555329.
   Web of Science ®Google Scholar
• Zhou, Yongquan, Guo Zhou, Yingju Wang, and Guangwei Zhao. 2013. “A Glowworm Swarm Optimization Algorithm BasedTribes.” Applied Mathematics and Information Sciences 7 (2L): 537–541. https://doi.org/10.12785/amis/072L24.
   Google Scholar