AI for spectrum intelligence and adaptive resource management
Christopher Akinyemi Alabi, Monday Abutu Idakwo, Agbotiname Lucky Imoize, Talatu Adamu, Samarendra Nath Sur · 2024
This chapter delves into the intersection of artificial intelligence (AI) and spectrum management, a field known as spectrum intelligence and adaptive resource management (SIARM). SIARM embodies a transformative approach to spectrum management, leveraging the capabilities of AI and machine learning (ML) to enable dynamic, real-time, and intelligent allocation of spectrum resources. Unlike traditional static spectrum allocation methods, SIARM harnesses the power of AI to analyze complex and dynamic usage patterns, optimize spectrum allocation, and adapt to changing demands instantaneously.