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IoT Based Compressive Sensing for ECG Monitoring
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
The Internet of Things (IoT) has empowered several sets of applications related to remote monitoring for patients with chronic cardiovascular diseases, where, electrocardiogram (ECG) monitoring has been widely studied and ...
Joint sparsity recovery for compressive sensing based EEG system
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
The last decade has witnessed tremendous efforts to shape the internet of thing (IoT) platforms to be well suited for healthcare applications. These applications involve the deployment of remote monitoring platforms to ...
Managing criticalities of e-health IoT systems
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
Lately, Internet-based solutions, brought by the Internet of Things (IoT) and cloud computation and storage technologies, have been driving revolutionary approaches in innumerable domains, including the sensitive domain ...
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 ...
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. ...
Compressive sensing based ecg biometric system
(
Springer Verlag
, 2018 , Conference Paper)
. The Internet of Things (IoT) has started redesigning the paradigm of the connected health sector by leveraging the availability of low power, low-cost sensors and efficient communication protocols. Consequently, IoT based ...
The accuracy and efficacy of real-time compressed ECG signal reconstruction on a heterogeneous multicore edge-device
(
Institute of Electrical and Electronics Engineers Inc.
, 2018 , Conference Paper)
Typical real-time remote health monitoring architectures consist of wearable medical devices continuously transmitting physiological signals to a nearby gateway which routes the data to an remote internet of things ...
An efficient compressive sensing method for connected health applications
(
Springer Verlag
, 2018 , Conference Paper)
. The sensitive domain of healthcare intensifies the shortcomings associated with internet of things (IoT) based remote health monitoring systems in terms of their high-energy consumption and big data issues such as latency ...