TP-CNN: A Detection Method for atrial fibrillation based on transposed projection signals with compressed sensed ECG

H Zhang, Z Dong, M Sun, H Gu, Z Wang - Computer Methods and Programs …, 2021 - Elsevier
Abstract Background and Objective: Atrial fibrillation (AF) is the most prevalent arrhythmia,
which increases the mortality of several complications. The use of wearable devices to …

Advanced Non-Uniform Sampling Techniques for Energy-Efficient Data Acquisition

M Elmi - 2024 - era.library.ualberta.ca
With the growing demand for power-efficient data acquisition systems, particularly in low-
power sensor applications that rely on energy harvesting or limited energy stored in small …

A Clockless Derivative-Dependent Sampling Scheme for Energy-Efficient IoT Applications

M Elmi, MM Elbadry, N Jiang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
This article presents a clockless nonuniform sampling scheme to enhance the energy
efficiency of Internet of Things (IoT) applications. The proposed scheme employs a …

CSDet: A Compressed Sensing Object Detection Architecture with Lightweight Networks

X Huang, Y Gong, W Wu, S Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Compressive learning (CL) is an emerging framework that enables machine learning
inference tasks to be performed directly in the measurements of compressed sensing (CS) …

An Ultra-Low-Power Non-Uniform Derivative-Based Sampling Scheme With Tunable Accuracy

M Elmi, M Lee, K Moez - … Transactions on Circuits and Systems I …, 2023 - ieeexplore.ieee.org
This paper presents an ultra-low-power non-uniform sampling scheme using a derivative-
based algorithm that can maintain a comparable accuracy to other non-uniform sampling …

Noise-Level Aware Compressed Analysis Framework for Robust Electrocardiography Signal Monitoring

YC Lo, WK Beh, CC Huang… - IEEE Journal of Biomedical …, 2022 - ieeexplore.ieee.org
Compressed sensing (CS) has drawn much attention in electrocardiography (ECG) signal
monitoring for its effectiveness in reducing the transmission power of wireless sensor …