Compressed sensing of multi-lead ECG signals by compressive multiplexing
Abstract: Compressed Sensing has recently been proposed for efficient data compression of multi-lead electrocardiogram recordings within ambulatory patient monitoring applications, e.g. wireless body sensor networks. However, current approaches only focus on signal reconstruction and do not consider the efficient compression of signal ensembles. In this work, we propose the utilization of a compressive multiplexing architecture that facilitates an efficient implementation of hardware compressed sensing for multi-lead ECG signals. For the reconstruction of ECG signal ensembles, we employ an greedy algorithm that exploits their joint sparsity structure. Our simulative study shows promising results which motivate further research in the field of compressive multiplexing for the acquisition multi-lead ECG signals.
- Standort
-
Deutsche Nationalbibliothek Frankfurt am Main
- Umfang
-
Online-Ressource
- Sprache
-
Englisch
- Erschienen in
-
Compressed sensing of multi-lead ECG signals by compressive multiplexing ; volume:1 ; number:1 ; year:2015 ; pages:65-68 ; extent:4
Current directions in biomedical engineering ; 1, Heft 1 (2015), 65-68 (gesamt 4)
- Urheber
-
Tigges, Timo
Sarikas, Janis
Klum, Michael
Orglmeister, Reinhold
- DOI
-
10.1515/cdbme-2015-0017
- URN
-
urn:nbn:de:101:1-2410141630094.717746622073
- Rechteinformation
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Letzte Aktualisierung
-
15.08.2025, 07:33 MESZ
Datenpartner
Dieses Objekt wird bereitgestellt von:
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Deutsche Nationalbibliothek. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Beteiligte
- Tigges, Timo
- Sarikas, Janis
- Klum, Michael
- Orglmeister, Reinhold
Ähnliche Objekte (12)
From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth
Random multiplexing for an MIMO-OFDM radar with compressed sensing-based reconstruction
Multi-base compressive sensing procedure with application to ECG signal reconstruction
1129 Image-guided placement of ECG leads to improve ECG gating in cardiac MRI
Human & swine studies of concurrent 12-lead ECG & MRI
Robust fetal ECG extraction and detection from abdominal leads
A cloud computing based 12-lead ECG telemedicine service
Processing of abdominal lead ECG and EMG in perinatal monitoring
A Novel 12-Lead ECG T-Shirt with Active Electrodes
Accelerated free breathing ECG triggered contrast enhanced pulmonary vein magnetic resonance angiography using compressed sensing
Heart rate detection properties of dry-electrode ECG compared to conventional 3-lead gel-electrode ECG in newborns
Single-lead ECG recordings including Einthoven and Wilson leads by a Smartwatch : a new era of patient directed early ECG differential diagnosis of cardiac diseases?
From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth
Random multiplexing for an MIMO-OFDM radar with compressed sensing-based reconstruction
Multi-base compressive sensing procedure with application to ECG signal reconstruction
1129 Image-guided placement of ECG leads to improve ECG gating in cardiac MRI
Human & swine studies of concurrent 12-lead ECG & MRI
Robust fetal ECG extraction and detection from abdominal leads
A cloud computing based 12-lead ECG telemedicine service
Processing of abdominal lead ECG and EMG in perinatal monitoring
A Novel 12-Lead ECG T-Shirt with Active Electrodes
Accelerated free breathing ECG triggered contrast enhanced pulmonary vein magnetic resonance angiography using compressed sensing
Heart rate detection properties of dry-electrode ECG compared to conventional 3-lead gel-electrode ECG in newborns
Single-lead ECG recordings including Einthoven and Wilson leads by a Smartwatch : a new era of patient directed early ECG differential diagnosis of cardiac diseases?
From compressive sampling to compressive tasking: retrieving semantics in compressed domain with low bandwidth
Random multiplexing for an MIMO-OFDM radar with compressed sensing-based reconstruction
Multi-base compressive sensing procedure with application to ECG signal reconstruction
1129 Image-guided placement of ECG leads to improve ECG gating in cardiac MRI
Human & swine studies of concurrent 12-lead ECG & MRI
Robust fetal ECG extraction and detection from abdominal leads
A cloud computing based 12-lead ECG telemedicine service
Processing of abdominal lead ECG and EMG in perinatal monitoring
A Novel 12-Lead ECG T-Shirt with Active Electrodes
Accelerated free breathing ECG triggered contrast enhanced pulmonary vein magnetic resonance angiography using compressed sensing
Heart rate detection properties of dry-electrode ECG compared to conventional 3-lead gel-electrode ECG in newborns