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Title: Efficient Jitter and Eye Estimation in High-Speed Channels
Committee:
Dr. Swaminathan, Advisor
Dr. Lim, Chair
Dr. Mukhopadhyay
Abstract:
The objective of the proposed research is developing methods to efficiently estimate jitter, eye diagram, and the worst-case inner eye of high-speed channels. Existing methods in this area might fail to efficiently show inter-symbol interference (ISI) and data dependent jitter of non-LTI systems; therefore, development of new methods is necessary. Proposed research takes advantage of the Polynomial Chaos (PC) theory and Bayesian optimization (BO). Necessary modifications on PC modeling and BO are suggested to customize them for high-speed channels. Preliminary results and numerical examples are provided.
