Artificial Intelligence in Communication Networks: Enhancing Efficiency and Performance

Artificial Intelligence in Communication Networks: Enhancing Efficiency and Performance

Sandhya Pande1 , Subhrodipto Basu Choudhury2

Department of E&TC

ISBM COE, Nande, Pune, Maharashtra, India

Abstract:

The rapid advancement of communication networks, particularly with the advent of 5G, has created the need for intelligent systems that can handle the increasing complexity and demand for higher data rates, low latency, and seamless connectivity. Artificial Intelligence (AI) technologies, including machine learning (ML), deep learning (DL), and reinforcement learning (RL), are transforming the way communication networks are managed, optimized, and secured. This paper explores the application of AI in communication networks, examining how AI can improve network performance, reliability, security, and self-management. We also discuss the challenges, opportunities, and future directions of AI integration in the next-generation communication networks.