Generalized Analog-to-Information Converter With Analysis Sparse Prior
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2021.3090441
Abstract: Conventional analog-to-information converter (AIC) frameworks employ a discrete-time synthesis sparse model to deal with analog signals, which, however, induces a challenging basis mismatch problem. In this paper, we propose a novel AIC framework, called generalized… read more here.
Keywords: aic; analysis sparse; information; analog ... See more keywords
Analysis Co-Sparse Coding for Energy Disaggregation
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Smart Grid"
DOI: 10.1109/tsg.2017.2743763
Abstract: Energy disaggregation is the task of segregating the aggregate energy of the entire building (as logged by the smartmeter) into the energy consumed by individual appliances. This is a single channel (the only channel being… read more here.
Keywords: disaggregation; energy disaggregation; sparse coding; energy ... See more keywords