Multivariate Anomaly Detection with Domain Clustering
Frederic Boesel, Livio Schlaepfer, et al.
SoCC 2023
Digital data receivers often operate at a fixed sampling rate 1 /T s that is asynchronous to the baud rate 1 /T. A digital equalizer that processes the incoming signal will also be asynchronous, and its adaptation is commonly based on extensions of the LMS algorithm. In this paper, we develop and analyze a much simpler approach that is based on zero-forcing adaptation techniques. Numerical results for an idealized optical recording channel serve to illustrate the merits of the approach. LMS-like performance is found to be within reach at a fraction of the cost of LMS. Copyright © 2004 AEIT.
Frederic Boesel, Livio Schlaepfer, et al.
SoCC 2023
Abu Sebastian, Angeliki Pantazi, et al.
IEEE TNANO
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AAAI 2022
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