Leadership

Research Expertise:
Cryptographic Engineering, Elliptic Curve Cryptography, Finite Field, Post-Quantum Cryptography

Research Expertise:
Non-stationary Data Analytics, Pattern Recognition and Information Retrieval, Biomedical and Speech Signal Analysis, Feature Extraction and Classification, Time-frequency Signal Analysis, Machine Learning and Classification

Research Expertise:
Multimodal Large-Language Models (LLMs), Federated Learning (FL) for Edge-Devices, Robustness and Security of LLMs and FL, Privacy-Preserving Sensor Intelligence, Trustworthy AI with Blockchain, Applications in Healthcare, Autonomous Vehicles, Agriculture and Ocean Research, Critical Infrastructure Resilience

Research Expertise: 
Smart and Connected Communities, Structural Health Monitoring, Structural Dynamics, Uncertainty Estimation and Quantification, Connected Vehicle Applications, Big Data Analytics

Research Expertise:
Communications Theory and Systems: Cognitive Software-defined Radios and Networks; Interference Avoiding Networking; Secure Wireless Communications; Underwater Cognitive Hi-rate/Long-distance Acoustic Communications; Autonomous/Unmanned Aerial/Ground/Underwater System Communications.
Machine Learning and Adaptive Signal Processing: L1-norm Principal-component Analysis (L1-PCA); Robust Feature Extraction from Faulty Data Sets; Digital Data Embedding/Hiding; Compressed-sensed (Multi-view) Imaging and Video; Localization in GPS-less Environments; Ad-hoc/Dynamic Geometry Beamforming and Array Radar; Communications-Radar Coexistence.

Research expertise:
Optics, electronics, photonics, data analysis techniques and their applications in neuroscience and the study of the brain dynamics. 

Research Expertise:
Neural mechanisms of human learning and performance, Mathematical models of learning and decision-making, Brain-inspired artificial intelligence, Virtual reality for cognitive and motor training

Research Expertise:
5G/6G/NextG, Secure Communications, Spectrum Sharing, AI/ML, Software-defined Radios, Networked Robotics, Ocean Internet-of-Things

Research Expertise: 
Cyber-Physical Energy Systems: Power System Stability Control and Optimization, Renewable Energy Systems, Smart Grid Security, Cascading Failure Analysis