Available Online: 10 Nov 2025
6G Communication Systems Utilizing Intelligent Reflective Surfaces for Improved Data Rates Based on AI
Volume 2
Intelligent Reflecting Surfaces (IRS) are pivotal for energy-efficient 6G networks, yet optimizing their performance for simultaneous high data rates and energy efficiency remains a complex challenge. This paper leverages artificial intelligence (AI) to address this problem by introducing a novel AI-based optimization algorithm: Dynamic and Static Particle Swarm Optimization (DS-PSO). The proposed AI method intelligently learns the optimal phase-shift configuration for IRS elements, dynamically balancing exploration and exploitation to maximize..