Dasgupta Parkinsons Publication EEG Figure

Overview: Controls, Communications, and Signal Processing

ECE faculty members conduct research in controls, communications, and signal processing to develop the mathematical foundations, algorithms, and technologies that enable modern sensing, communication, and intelligent systems. Research spans control theory, optimization, signal processing, wireless communications, sensor networks, estimation, and distributed systems, with an emphasis on designing systems that can operate reliably, efficiently, and autonomously in complex and uncertain environments. Faculty also develop methods for processing and interpreting signals and data, combining signal and image processing with machine learning to identify patterns, classify signals, make predictions, and support intelligent decision-making.

This research supports a wide range of applications, including autonomous and networked systems, wireless communications, biomedical sensing, healthcare technologies, environmental monitoring, scientific discovery, and advanced instrumentation. By integrating fundamental theory with practical engineering, faculty develop innovative solutions that improve the performance, reliability, and intelligence of technologies ranging from communication networks and cyber-physical systems to medical devices and next-generation sensing platforms.

ECE Faculty

Er-Wei Bai

Er-Wei Bai

Identification, control, signal processing

Gary Christensen

Gary Christensen

Image and signal processing, medical imaging, image registration, cancer research

Gary Christensen Research Group

Headshot of Soura Dasgupta

Soura Dasgupta

Machine learning, wireless communications systems, robust control, Parkinson’s disease

Dasgupta Lab

Anton Kruger

Anton Kruger

Geophysical measurements, embedded systems and software

Raghu Mudumbai

Raghuraman Mudumbai

Adversarial vulnerability of deep learning classifiers, asymptotic properties of synthetic text generated by LLMs, signal processing methods, wireless communication systems

Wireless Research Laboratory

Ananya Sen Gupta

Ananya Sen Gupta

Underwater acoustical signal processing, underwater acoustic communications, raw signal processing, feature extraction, space physics, pollution studies

Ananya Sen Gupta Research Group

Weiyu Xu

Weiyu Xu

Signal processing, optimization, machine learning, information theory, adversarial vulnerability of deep learning classifiers

Intelligent Information Processing Lab (IIPL)