IEEE - Institute of Electrical and Electronics Engineers, Inc. - Provable Subspace Tracking from Missing Data and Matrix Completion

Author(s): Praneeth Narayanamurthy ; Vahid Daneshpajooh ; Namrata Vaswani
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2019.2924595
Regular:

We study the problem of subspace tracking in the presence of missing data (ST-miss). In recent work, we studied a related problem called robust ST. In this work, we show that a simple modification... View More

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