Unscented compressed sensing

In this paper we present a novel compressed sensing (CS) algorithm for the recovery of compressible, possibly time-varying, signal from a sequence of noisy observations. The newly derived scheme is based on the acclaimed unscented Kalman filter (UKF), and is essentially self reliant in the sense tha...

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Bibliographic Details
Main Authors: Carmi, Avishy Y., Mihaylova, Lyudmila., Kanevsky, Dimitri.
Other Authors: School of Mechanical and Aerospace Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Online Access:https://hdl.handle.net/10356/85297
http://hdl.handle.net/10220/13412
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Institution: Nanyang Technological University
Language: English