Vaishnav Vinjamuri

Human-AI Collaborative Frameworks for Intelligent Fault Detection, Proactive Quality Management, and Augmented Decision Support in Fixed Wireless Access Networks

Introduction: The explosive growth of Fixed Wireless Access (FWA) as a primary broadband delivery mechanism has created unprecedented operational challenges for network management teams serving millions of subscriber devices across complex 5G Radio Access Network environments. Traditional reactive operational paradigms...