aspg-18-736-1792025440 20261015005040 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Journal of Intelligent Systems and Internet of Things JISIoT 2769-786X 2690-6791 2021 2 2 Mohammad Hossein Shafiabadi Department of Computer Engineering, IslamShahhr Branch, Islamic Azad University, IslamShahr, Iran Zohre Ahmadi Department of Computer Engineering, Adiban Institute of Higher Education, Garmsar, Semnan, Iran Mohammad Reza Esfandyari Department of Computer Engineering, Science and Research Branch, Islamic Azad University,Tehran, Iran The purpose of the present research was to introduce an algorithm to solve the coverage problem in wireless multimedia networks that can be used to optimize energy consumption and network lifetime. In this regard, the problem of target k-coverage in WSNs was solved by dividing the environment into the proportional area and random selection. This can be done using a fuzzy clustering algorithm. It is worth noting that the results of the proposed algorithm were compared with previous methods such as genetic and annealing algorithm. The simulation results and comparison with other algorithms show a 27% superiority of the proposed algorithm. It is hoped that this method can be used in networks with larger dimensions in the future 2021 55 76 736 https://creativecommons.org/licenses/by/4.0/ 10.54216/JISIoT.020203 https://americaspg.com/journal/18/article/736 https://americaspg.com/storage/3128.pdf