Graph Signal Processing: Structure and Scalability to Massive Data Sets
Large-scale networks are becoming more prevalent, with applications in healthcare systems, financial networks, social networks, and traffic systems…
Read moreDigital Signal Processing with Signal-Derived Timing: Analysis and Implementation
This work investigates two different digital signal processing (DSP) approaches that rely on signal-derived timing: continuous-time (CT) DSP and…
Read moreAutomatic Speaker Recognition and Diarization in Co-Channel Speech
This study investigates various aspects of multi-speaker interference and its impact on speaker recognition. Single-channel multi-speaker speech…
Read moreImproving and Unfolding Statistical Models of Nonstationary Signals
Improving the modeling and processing of nonstationary signals remains an important yet challenging problem. In the past, the most effective approach…
Read moreHigh-Fidelity Spatial Signal Processing in Low-Power Mixed-Signal VLSI Arrays
Machine learning and related statistical signal processing are expected to endow sensor networks with adaptive machine intelligence…
Read moreModeling and Software Synthesis for Multiprocessor Implementation of Wireless Communication Systems
In recent years, the complexity of designing embedded signal processing systems for wireless communications has increased significantly based on the…
Read moreSome Contributions to Radar Detection Theory
This dissertation focuses on statistical signal processing theory and its applications to radar, complex-valued signal processing and model selection.
Read moreAdvanced Image Processing in Cardiac Magnetic Resonance Imaging with Application in Myocardial Perfusion Quantification
Cardiac magnetic resonance imaging (CMRI) has been proven to be a valuable source of diagnostic information concerning heart health. One application,…
Read moreIndoor Multipath Assisted Angle of Arrival Localization
This work investigates how multipath propagation can be exploited to enhance the accuracy of AoA localization systems. The presented multipath…
Read moreCost-Effective Algorithms to Obtain, Predict and Apply Location Information for Mobile Computing
Location based service (LBS) refers to the applications that depend on a user's location to provide services in various categories including…
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