Adhiyamaan College of Engineering | India
Prof. Dr. Sumathi Saravanasundaram is an accomplished researcher in computer science and communication networks with 34 publications, 165 citations, and an h-index of 7, reflecting notable academic impact and consistent contributions. Her research focuses on mobile ad hoc networks, cognitive radio networks, and intelligent routing protocols. She has developed advanced models integrating deep learning techniques such as convolutional neural networks and hybrid deep Q-networks for secure routing, channel assignment, and power optimization. Her work also addresses network reliability and performance in healthcare and dynamic wireless environments. Through innovative optimization algorithms and AI-driven approaches, her research enhances network security, efficiency, and adaptability in modern communication systems.
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