ech T Press Science Computers, Materials & Continua DOI:10.32604/cmc.2022.021012 Article Network Quality Assessment in Heterogeneous Wireless Settings: An Optimization Approach Sultan H. Almotiri * and Mohammed A. Al Ghamdi Computer Science Department, College of Computer and Information Science, Umm AlQura University, Makkah, Kingdom of Saudi Arabia * Corresponding Author: Sultan H. Almotiri. Email: shmotiri@uqu.edu.sa Received: 19 June 2021; Accepted: 30 July 2021 Abstract: The identifcation of an effective network which can effciently meet the service requirements of the target, while maintaining ultimate performance at an increased level is signifcant and challenging in a fully interconnected wireless medium. The wrong selection can contribute to unwanted situations like frustrated users, slow service, traffc congestion issues, missed and/or inter- rupted calls, and wastefulness of precious network components. Conventional schemes estimate the handoff need and cause the network screening process by a single metric. The strategies are not effective enough because traffc characteristics, user expectations, network terminology and other essential device metrics are not taken into account. This article describes an intelligent computing technique based on Multiple-Criteria Decision-Making (MCDM) approach developed based on integrated Fuzzy AHP-TOPSIS which ensures fexible usability and maximizes the experience of end-users in miscellaneous wireless settings. In different components the handover need is assessed and the desired network is chosen. Further, fuzzy sets provide effective solutions to address decision making problems where experts counter uncertainty to make a decision. The proposed research endeavor will support designers and developers to identify, select and prioritize best attributes for ensuring fex- ible usability in miscellaneous wireless settings. The results of this research endeavor depict that this proposed computational procedure would be the most conversant mechanism for determining the usability and experience of end-users. Keywords: Wireless sensor networks; fuzzy logic; AHP-TOPSIS; miscella- neous network; intelligent computing techniques 1 Introduction Wireless networks technology have made tremendous progress in recent years. Although, any specifc type of current system equipped with wireless network like Wi-Fi, Bluetooth, UMTS, Worldwide Interoperability for Microwave Access (WiMAX) cannot offer any level of handling, for example broad coverage as well as high bandwidth. The unifed diverse network of sustainable This work is licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.