转载自我的博客： http://marchonscience.blogspot.com/2013/05/use-block-sparse-bayesian-learning-bsbl.html In LinkedIn, Phil, Leslie, and me have a productive discussion on the use of BSBL and EM-GM-AMP in practical problems. The whole discussions can be seen at here . For convenience, I c ...
我们的BSBL算法从月份投出去，到现在终于被IEEE Trans. on Signal Processing接收了。论文如下： Zhilin Zhang, Bhaskar. D. Rao, Extension of SBL Algorithms for theRecovery of Block Sparse Signals with Intra-Block Correlation , to appear in IEEE Trans. on Signal Processing 文章可以在arXiv上下 ...
最近我们另外一片关于心电压缩传感的文章也被IEEE T-BME接收了。文章如下： Compressed Sensing for Energy-Efficient Wireless Telemonitoring of Non-Invasive Fetal ECG via Block Sparse Bayesian Learning , by Zhilin Zhang, Tzyy-Ping Jung, Scott Makeig, Bhaskar D. Rao, accepted by IEEE Trans. Bi ...
Our paper on compressed sensing of EEG for wireless telemonitoring has been accepted by IEEE Trans. on Biomedical Engineering. Here is the summary of this paper: (1) EEG在时域不是稀疏的，在其它变换域（比如离散余弦变换域，小波域）也不是稀疏的（如上图中左下子图所示）； (2) 对于这种非稀疏信 ...
上周Nuit Blanche发了一篇博文《More intra-block correlation and sparse sensing matrices》，内容是The Ohio State University的Phil写给他的一封邮件，其中介绍了Phil组里最近投出的基于Approximate Message Passing (AMP)的压缩传感（Compressed Sensing, CS）算法。信中最后说道，“ we get performance that meets o ...
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