Studies in this field are related to the transmission, creation, manipulation, and understanding of signals and systems.
Signal processing looks to take data from a wide variety of sources (speech, audio, images, video, radar, sensor networks) and transform it into useable pieces.
Communication systems are designed to transmit information while minimizing the corruptive effects of noise and interference.
Area Chair: Tan Wong
Security & control of cyber-physical systems, intelligent transportation systems, control theory, energy management
Machine learning, information theory, and signal processing, with applications to fair/trustworthy machine learning, uncertainty quantification, and anomaly detection
Research Interests Control theory & formal methods; game theory
Signal processing, data science, acoustics, non-destructive evaluation, structural health monitoring, speech processing
Computer vision, computational photography, sensors, optics, image/video processing
Research Interests Signal processing for wireless communications and RADAR
Research Interests Markov processes (with or without control), spectral theory and large deviations; Stochastic approximation, reinforcement learning
Research Interests Signal processing; complexity analysis and entropic methods; machine learning and data fusion; uncertainty modeling; human systems and human performance; system engineering; human physiology
Research Interests Sensorimotor integration, computational and systems neuroscience, brain-machine interfaces
Adaptive systems, learning theory
Research Interests Wireless communication & networking, military & secure communication, cross-layer design, networked autonomous vehicles
Instructional Assistant Professor
Research Interests Machine learning, signal processing, pattern recognition, computational neuroscience, cognitive science
Research Interests Wireless communications, physical-layer security, software-defined radios
Research Interests Biometrics, Artificial Intelligence, Applied Machine Learning, Computer Vision, and Natural Language Processing
Research Interests Machine learning, pattern recognition, remote sensing, artificial intelligence, image processing