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Tradeoff Analysis of Discrepancy-Based Adaptive Thresholding Approach
Conference proceeding

Tradeoff Analysis of Discrepancy-Based Adaptive Thresholding Approach

Michael Lunglmayr, Saeed Mian Qaisar, Bernhard A. Moser and IEEE
2019 5TH INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP)
01/01/2019

Abstract

Automation & Control Systems Computer Science Computer Science, Information Systems Engineering Engineering, Electrical & Electronic Science & Technology Technology Telecommunications
Weyl's discrepancy measure distinguishes by its property to best-approximate isometry for threshold based sampling. We discuss how the resulting quasi-isometry motivates the design of novel adaptive thresholding approaches. Our experimental analysis on the basis of send-on-delta samples shows that a significant reduction in the number of samples can be achieved with an approximately unchanged signal-to-noise ratio.

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