Multi‐objective strategy‐based resource allocation and performance improvements in 5G and beyond wireless networks

Abstract

Summary The increase in mobile communication has been caused the network traffic problem. For that, phantom cell is used for further spectrum efficiency enhancements. In this paper, improved cat swarm optimization clustering (ICSOC)‐based energy aware load balancing is made for both macro cell and small cell to improve the broadband network efficiency using 5G and beyond wireless networks. Then, Multilevel Feedback Queue with Round Robin (MFQ‐RR) scheduling is used to provide superior channel quality and well improved resource sharing for mobile phones. In this wireless network, the phantom cells provided a feasible and cost‐effective way of refining the network coverage and capacity for both local and wide area networks because of their low cost and easy deployment. This system has highly efficient, cost effective, and flexible that will fulfill the end user expectations, and it enhances the capacity and flexible multi‐RAT access to support the diverse applications. This system performance is evaluated using MATLAB 12 software. From experimental results, it is observed that the throughput and spectral efficiency are increased by 20% and 35%, respectively. As well as the packet delay is reduced to 12% and packet loss ratio is 33% decreased when compared with the existing techniques.

Smart performance optimization of energy‐aware scheduling model for resource sharing in 5G green communication systems

“…Additionally, 5G can enable distributed energy grids, enhancing clean energy production and distribution [4]. 5G green communication systems revolutionize various industries and new technologies, delivering speed, reliability, and sustainability [5]. They provide an alternative to less energy‐efficient networks, reducing Carbon dioxide (CO 2 ) emissions and energy costs while accelerating operations [6].…”

Resource Allocation Optimization in Heterogeneous 5G Networks Using DUDe

“…By optimizing resource allocation, DUDe significantly reduces the bandwidth consumed by Macro Cell antennas, unlocking efficient resource utilization, improving service delivery for existing users, and facilitating the smooth integration of new users [4].…”

An Enhanced Time Series Analysis to Improve the Performance of 5G Communication Systems

“…Enhanced Mobile Broadband: 5G networks can offer significant increases in mobile broadband performance, supporting download speeds of up to 10 Gbps and latency rates as low as 1 millisecond; Improved Security: 5G networks will be designed with additional security measures, including network segmentation, encryption, and authentication, to protect data and ensure privacy [7,8].…”