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 and control of cyber-physical systems, intelligent transportation systems, control theory, diagnosis, energy management
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; complexity analysis and entropic methods; machine learning and data fusion; uncertainty modeling; human systems and human performance; system engineering; human physiology
Research Interests Computational neuroscience, sensorimotor control, control theory, data science, machine learning
Research Interests Biometrics, artificial intelligence, applied machine learning, computer vision, and natural language processing
Research Interests Control, system theory, automata theory
John G. Harris
Research Interests Bio-inspired computation, speech/natural language 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 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
Research Interests Wireless communications, physical-layer security, software-defined radios
Research Interests Machine learning, pattern recognition, remote sensing, artificial intelligence, image processing