Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Noninvasive Fetal ECG Via Block Sparse Bayesian Learning

作者: Zhilin Zhang , Tzyy-Ping Jung , Scott Makeig , Bhaskar D. Rao

DOI: 10.1109/TBME.2012.2226175

关键词:

摘要: … Abstract—Fetal ECG (FECG) telemonitoring is an important branch in telemedicine. The … This work proposes to use the block sparse Bayesian learning (BSBL) framework to compress/…

参考文章(44)
Michael E Tipping, Sparse bayesian learning and the relevance vector machine Journal of Machine Learning Research. ,vol. 1, pp. 211- 244 ,(2001) , 10.1162/15324430152748236
Fatos Xhafa, Leonard Barolli, Omar Hussain, Special issue on cyber physical systems Computing. ,vol. 95, pp. 923- 926 ,(2013) , 10.1007/S00607-013-0318-0
Anna Gilbert, Piotr Indyk, Sparse Recovery Using Sparse Matrices Proceedings of the IEEE. ,vol. 98, pp. 937- 947 ,(2010) , 10.1109/JPROC.2010.2045092
Zhou Wang, A.C. Bovik, Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures IEEE Signal Processing Magazine. ,vol. 26, pp. 98- 117 ,(2009) , 10.1109/MSP.2008.930649
L. Yu, H. Sun, J.P. Barbot, G. Zheng, Bayesian compressive sensing for cluster structured sparse signals Signal Processing. ,vol. 92, pp. 259- 269 ,(2012) , 10.1016/J.SIGPRO.2011.07.015
Eduardo Correia Pinheiro, Octavian Adrian Postolache, Pedro Silva Girão, Implementation of compressed sensing in telecardiology sensor networks International Journal of Telemedicine and Applications. ,vol. 2010, pp. 7- ,(2010) , 10.1155/2010/127639
Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao, Compressed Sensing of EEG for Wireless Telemonitoring With Low Energy Consumption and Inexpensive Hardware IEEE Transactions on Biomedical Engineering. ,vol. 60, pp. 221- 224 ,(2013) , 10.1109/TBME.2012.2217959
Reza Sameni, Gari D Clifford, A Review of Fetal ECG Signal Processing Issues and Promising Directions The Open Pacing, Electrophysiology & Therapy Journal. ,vol. 3, pp. 4- 20 ,(2010) , 10.2174/1876536X01003010004
Jeremy P. Vila, Philip Schniter, Expectation-Maximization Gaussian-Mixture Approximate Message Passing IEEE Transactions on Signal Processing. ,vol. 61, pp. 4658- 4672 ,(2013) , 10.1109/TSP.2013.2272287