Browsing Academic by Subject "ADMM"
Now showing items 1-3 of 3
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Efficient hardware implementation of the ?1-Regularized least squares for IoT edge computing
( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)As the use of compressed sensing (CS) in internet of things (IoT) wearable nodes increases, the need for high performance and low power CS reconstruction algorithms for the battery powered IoT Edge Devices also increases. ... -
Inequality Indexes as Sparsity Measures Applied to Ventricular Ectopic Beats Detection and its Efficient Hardware Implementation
( Institute of Electrical and Electronics Engineers Inc. , 2017 , Article)Meeting application requirements under a tight power budget is of a primary importance to enable connected health internet of things applications. This paper considers using sparse representation and well-defined inequality ... -
QRS Complexes Classification Using Dictionary Learning and Pietra Index
( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)In this study, an algorithm for arrhythmia classification that conforms to the recommended practice by the Association for the Advancement of Medical Instrumentation (AAMI) is presented. Our approach efficiently exploits ...