041321e2-0e02-4c7b-9e8f-46d6e4b40649 beie director@blueeyesintelligence.org 10.35940/ijrte.B7182.0711222 10.1155/WCN.2005.774M. Kuorilehto, M. Hännikäinen, and T.D. Hämäläinen," A Survey of Application Distribution in Wireless Sensor Networks," J Wireless Com Network, 2005, 859712. [CrossRef]10.1016/j.jnca.2014.09.005M. M. Afsar and N. M. Tayarani," Clustering in Sensor networks: A literature Survey," Journal of Network and Computer Applications, Vol.46, 2014, pp.198 -226. [CrossRef]10.1109/SURV.2012.062612.00084N.A. Pantazis, S.A. Nikolidakis and D. D. Vergados," Energy efficient routing protocols in wireless sensor networks: A survey," IEEE Communications, Surveys & Tutorials, vol. 15(2), 2013, pp.551 - 591. [CrossRef]10.17577/IJERTV4IS041398T. V. Sudarsan and B.N. Manjesh," A survey on Heterogeneous Wireless Sensor Networks," International Journal of Engineering Research & Technology (IJERT), vol. 4, Issue 04, 2015. [CrossRef]10.1007/978-981-10-5544-7_39P. Parwekar, S. Rodda and S. V. Mounika," Comparison between Genetic Algorithmand PSO for Wireless Sensor Networks," Smart Computing and informatics, vol 77, 2017, pp. 403-411. [CrossRef]10.3390/s21020627N. T. Nguyen, T. T. T. Le, N. H. Nguyen and M. Voznak," Energy-Efficient Clustering Multi-Hop Routing Protocol in a UWSN," MDPI, Sesors, 2021, pp.1-16. [CrossRef]10.1007/s12652-017-0619-9S Su and S. Zhao," A hierarchical hybrid of genetic algorithm and particle swarm optimization for distributed clustering in large-scale wireless sensor networks," Journal of Ambient Intelligence Humanized Computing, 2017. DOI 10.1007/s12652-017-0619-9.10.1186/s13673-018-0153-6Rhim, Karim Tamine, R. A. Kairm, D. Sauveron and S. Guemara," A multi‑hop graph‑based approach for an energy efficient routing protocol in wireless sensor networks," Human- centric Computing and Information Sciences, 2018, pp.2-21. [CrossRef]K. Xu, H. Hassanein, G. Takahara and Q. Wang," Relay Node Deployment Strategies in Heterogeneous Wireless Sensor Networks: Single-Hop Communication Case," IEEE Communications Society subject matter experts for publication in the IEEE GLOBECOM 2005 proceedings.10.1016/j.engappai.2012.05.018S. Sengupta, S. Das, M. D. Nasir and B.K. Paigrahi," Multi-objective node deployment in WSNs: In search of an optimal trade-off among coverage, lifetime, energy, consumption and connectivity," Engineering Application of Artificial Intelligence, 2013, PP. 405 - 416. [CrossRef]10.1016/j.jestch.2016.08.009S. Singh, A. Malik and R. Kumar, " Energy efficient heterogeneous DEEC protocol for enhancing lifetime in WSNs," Engineering Science and Technology, an International Journal, 2017, PP. 345 - 353. [CrossRef]10.3390/s19030671J. Wang , Y. Gao, W. Liu, A. K. Sangaiah and H. J. Kim, "An Improved Routing Schema with Special Clustering Using PSO Algorithm for Heterogeneous Wireless Sensor Network," MDPI, sensor, Vol.19, 2019. doi:10.3390/s19030671 [CrossRef]10.3390/s20030820X. Zhao, S. Ren, H. Quan and Q. Ga: "Routing Protocol for Heterogeneous Wireless Sensor Networks Based on a Modified GreyWolf Optimizer," MDPI, Sensors, 2020, Vol.20. doi:10.3390/s20030820. [CrossRef]K. Sheela, S.Rani, and N. Devarajan, " Multiobjective Sensor Node Deployement in Wireless Sensor Networks," International Journal of Engineering Science and , Vol. 04, 2012, PP. 1262-1266.10.1007/s10776-018-0388-1B. O. Ayinde and H. A. Hashim: Energy-efficient Deployment of Relay Nodes in Wireless Sensor Networks using Evolutionary Techniques, International Journal Wireless Information Networks, Vol.25, Issue-2, 2018, PP. 157-172. [CrossRef]10.1155/2020/8818826B. A. Fuhaidi, A. M. Mohsen, A. Ghazi, and W. M.Yousef ," An Efficient Deployment Model for Maximizing Coverage of Heterogeneous Wireless Sensor Network Based on Harmony Search Algorithm, Journal of Sensors, 2020, Vol.2020. Article ID 8818826, doi.org/10.1155/2020/8818826. [CrossRef]10.1155/2019/3237623S. K. Mothku and R. R. Rout ," Adaptive Fuzzy-Based Energy and Delay-Aware Routing Protocol for a Heterogeneous Sensor Network, Journal of Sensors," Vol. 2019,2019, Article ID 3237623. doi.org/10.1155/2019/3237623. [CrossRef]10.3991/ijoe.v13i08.7422L. Ge, Q. Wang, P. Hu, Z. Hu, J. Liao, " Method of Wireless Sensor Network Node Deployment for the Emergency Environment," International Journal of Online and Biomedical Engineering, Vol. 13, 2017, PP.163-173. [CrossRef]10.1016/j.compeleceng.2015.11.009S. K.Gupta, P. Kuila, P. K. Jana," Genetic algorithm approach for k-coverage and m-connected node placement in target based wireless sensor networks," Computers and Electrical Engineering, Vol. 56, 2016, PP. 544-556. [CrossRef]10.1145/1711113.1711127W. Y. Poe, J. B. Schmitt, " Node Deployment in Large Wireless Sensor Networks: Coverage, Energy Consumption, and Worst-Case Delay," AINTEC '09, Asian Internet Engineering Conference, 2009, ACMDL, pp. 77-84.10.1007/s11227-020-03166-5R. Priyadarshi, B. Gupta, and A. Anurag," Deployment techniques in wireless sensor networks: a survey, classification, challenges, and future research issues," The Journal of Supercomputing, Vol. 76, 2020, pp. 7333-7373. [CrossRef]10.1109/PDGC.2018.8745802T. K. Mishra, A. K. Dass, and S. K. Panda, " Enhanced Path Planning Model for Anchor-Free Distributed Localization in Wireless Sensor Networks," 5th IEEE International Conference on Parallel, Distributed and Grid Computing (PDGC-2018), 2018, pp. 430-435. [CrossRef]10.4236/wsn.2010.28072Xu, J., Liu, W., Lang, F., Zhan, Y., &. Wang, C.: Distance measurement model based on RSSI in WSN. Wireless Sensor Networks, 2(8), 2010, pp. 606-611. [CrossRef]W. R. Heinzelman, A. Chandrasekasan, H. Balakrishnan, " Energy-efficient communication protocol for wireless micro sensor networks ," In Proceedings of the 33rd Hawaii International conference on system science, 2000, vol I, no c.p. 10.