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 Faculty

Division Coordinator: Tan Wong
Zoleikha Biron

Zoleikha Biron

Assistant Professor

Research Interests
Security and control of cyber-physical systems, intelligent transportation systems, control theory, diagnosis, energy management

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Joel Harley

Joel Harley

Assistant Professor

Research Interests
Signal processing, data science, acoustics, non-destructive evaluation, structural health monitoring, speech processing

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Sanjeev Koppal

Sanjeev Koppal

Assistant Professor

Research Interests
Computer vision, computational photography, sensors, optics, image/video processing

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Nicholas Napoli

Nicholas Napoli

Assistant Professor

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

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Shreya Saxena

Shreya Saxena

Assistant Professor

Research Interests Computational neuroscience, sensorimotor control, control theory, data science, machine learning

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Damon Woodard

Damon Woodard

Associate Professor

Research Interests Biometrics, artificial intelligence, applied machine learning, computer vision, and natural language processing

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Jacob Hammer

Jacob Hammer

Professor

Research Interests Control, system theory, automata theory

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John G. Harris

John G. Harris

Professor

Research Interests Bio-inspired computation, speech/natural language processing

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Jian Li

Jian Li

Professor

Research Interests Signal processing for wireless communications and RADAR

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Sean Meyn

Sean Meyn

Professor

Research Interests Markov processes (with or without control), spectral theory and large deviations; Stochastic approximation, reinforcement learning

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Karim Oweiss

Karim Oweiss

Professor

Research Interests Sensorimotor integration, computational and systems neuroscience, brain-machine interfaces

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Jóse Príncipe

Jóse Príncipe

Distinguished Professor

Research Interests
Adaptive systems, learning theory

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John Shea

John Shea

Professor

Research Interests Wireless communication & networking, military & secure communication, cross-layer design, networked autonomous vehicles

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Tan Wong

Tan Wong

Professor

Research Interests Wireless communications, physical-layer security, software-defined radios

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Alina Zare

Alina Zare

Professor

Research Interests Machine learning, pattern recognition, remote sensing, artificial intelligence, image processing

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