Low-Complexity Privacy-Preserving Compressive Analysis Using Subspace-Based Dictionary for ECG Telemonitoring System

Compressive sensing (CS) is attractive in long-term electrocardiography (ECG) telemonitoring to extend life-time for resource-constrained wireless wearable sensors. However, the availability of transmitted personal information has posed great concerns for potential privacy leakage. Moreover, the tra...

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Veröffentlicht in:	IEEE transactions on biomedical circuits and systems 2018-08, Vol.12 (4), p.801-811
Hauptverfasser:	Chou, Ching-Yao, Chang, En-Jui, Li, Huai-Ting, Wu, An-Yeu
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Analytics Arrhythmias, Cardiac - physiopathology Classification Complexity Compressive analytics compressive sensing Computation Computer applications Cryptography Data Compression - methods Data privacy Data processing Data recovery Decoding Dictionaries ECG telemonitoring EKG Electrocardiography Electrocardiography - methods Encryption Fibrillation Humans Information theory Mathematical analysis Matrix algebra Matrix methods Noise levels Privacy privacy-preserving data mining Secrecy aspects Security Signal Processing, Computer-Assisted Signal reconstruction subspace-based dictionary Subspaces
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