alumni, of which eight of them are now IEEE fellows, most of whom are active members of major universities, industrial institutions, or entrepreneurs with innovative start-ups worldwide. Parallel algorithms and architectures for signal processingĪs a group, we have received more than a dozen of recognitions in terms of best paper and invention awards.Signal and image processing for biomedical and bioinformatics.Multimedia fingerprinting and traitor tracing.Key management for secure group communications.Social learning, social network analytics, and behavior dynamics.MIMO, space-time-frequency coding, network coding for wireless communications.Game theory for resource allocations and wireless networking.Cognitive radio communications, networking, and security. Cooperative communications and networking.Over the past three decades, SIG has made pioneering and significant research contributions in the development of Ray Liu with research interests encompassing a broad spectrum of signal processing and communications, including wireless communications network science multimedia signal processing information forensics and security bioinformatics and signal processing algorithms and architectures. Introduction The Signal and Information Group (SIG) of University of Maryland, College Park, is led by Professor K.
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