معرفی
Jaiprakash Nagar is a Research Fellow at EURECOM, affiliated with the Department of Communication Systems. His research focuses on wireless sensor networks, intrusion detection systems, and machine learning applications. He explores challenges related to network coverage, connectivity, and security in both theoretical and applied contexts.
His work emphasizes analytical modeling and machine learning techniques to enhance wireless network performance, particularly in scenarios involving boundary effects, shadowing environments, and k-barrier coverage for intrusion detection. Recent contributions include fuzzy optimization algorithms, probabilistic models, and deep learning frameworks to predict network parameters and security metrics.
- Key research themes: Wireless multihop networks, machine learning for network security, coverage analysis
- Methodologies: Gaussian processes, automated ML, enhanced optimization algorithms
- Applications: Border surveillance, intrusion path analysis, node localization
Nagar's publications (2015-2024) demonstrate sustained contributions to modeling wireless network performance and developing intelligent systems for security and coverage optimization. His work bridges theoretical analysis with practical implementations in sensor network deployments.
