Metaheuristics for Machine Learning

9Building Sustainable Communication: A Game-Theoretic Approach in 5G and 6G Cellular Networks

Puppala Ramya*, Tulasidhar Mulakaluri, Chebrolu Yasmina, Pandi Bindu Madhavi and Vijay Guru Balaji K. S.

Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, Guntur, India

Abstract

High data volume is added to the currently used digital technologies as a result of cellular networks’ technical development. These new digital technologies must maintain trade-offs between clients and service providers, which present issues in terms of quality of service (QoS). Real-time, audio, visual, and text data types, each of which has specific needs, are handled by cellular service providers in an effort to satisfy the demands of end customers. There were many potential incentive-based algorithms to achieve an effective QoS. The mobile network operator and access points are not guaranteed a fair share of the profits under these programs, however. Furthermore, these schemes are unable to guarantee an equitable channel distribution during crowning time and do not offer the end user efficient QoS. In order to offload the method of decision-making in a diverse network, we present a motivation-based strategy employing game theory and a two-stage Stackelberg technique for integrated data. Our suggested design models an individual mobile base station and many built-in access points in a congested urban region. Here is competition among access sites for incentives ...