https://scholars.lib.ntu.edu.tw/handle/123456789/365177
Title: | Analysis and design of on-sensor ECG processors for realtime detection of cardiac anomalies including VF, VT, and PVC | Authors: | Chen, H.-H. Chiang, C.-Y. Chen, T.-C. Liu, C.-S. Huang, Y.-J. Lu, S.-S. Lin, C.-W. Chen, L.-G. LIANG-GEE CHEN SHEY-SHI LU CHII-WANN LIN |
Keywords: | Biomedical; Cardiovascular; CPSD; ECG; PVC; VF; VT | Issue Date: | 2011 | Journal Volume: | 65 | Journal Issue: | 2 | Start page/Pages: | 275-285 | Source: | Journal of Signal Processing Systems | Abstract: | Cardiovascular disease remains the main cause of death, and great efforts are spent on the design of ECG (electrocardiogram) body sensors these years. Essential components such as analog frontend and wireless transceivers have been integrated on a compact IC with micro-Watt power consumption. To provide timely warning against the fatal vascular signs, based on the Chaotic Phase Space Differential (CPSD) algorithm, heterogeneous VLSI processors are implemented and integrated to extract the abnormal ECG characteristics for VF (Ventricular Fibrillation), VT (Ventricular Tachycardia) and PVC (Premature Ventricular Contraction). The on-sensor processing reduces 98.0% power of wireless data transmission for raw ECG signals. The application specific processor is designed to accelerate CPSD algorithm with 1.7μW power while the OpenRISC is integrated to provide the system flexibility. The architecture is realized on the FPGA platform to demonstrate the detection of the abnormal ECG signals in realtime. ? Springer Science+Business Media, LLC 2011. |
URI: | http://www.scopus.com/inward/record.url?eid=2-s2.0-84905282400&partnerID=MN8TOARS http://scholars.lib.ntu.edu.tw/handle/123456789/365177 |
DOI: | 10.1007/s11265-011-0615-9 | SDG/Keyword: | Integrated circuit design; Phase space methods; Polyvinyl chlorides; Radio transceivers; Application specific processors; Biomedical; Cardiovascular; CPSD; Premature ventricular contraction; Ventricular fibrillation; Ventricular tachycardia; Wireless data transmission; Electrocardiography |
Appears in Collections: | 電機工程學系 |
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