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1.发明授权Method and apparatus for transmitting sparse signal, and method and apparatus for recovering sparse signal via belief propagation and Bayesian hypothesis test 有权用于发送稀疏信号的方法和装置，以及通过置信传播和贝叶斯假设检验来恢复稀疏信号的方法和装置公开(公告)号：US09160398B2
公开(公告)日：2015-10-13
申请号：US13420176
申请日：2012-03-14
Applicant: Heung-No Lee , Kiseon Kim , Jaewook Kang
Inventor： Heung-No Lee , Kiseon Kim , Jaewook Kang
Abstract: Disclosed are a method and an apparatus for transmitting a sparse signal, and a method and an apparatus for recovering the sparse signal. The method for recovering a sparse signal by using a sparse signal recovering device that recovers a target signal from a received signal includes receiving a measurement signal with a noise signal from a sparse signal transmitting device which scans a target signal based on a measurement matrix, performing a mutual update procedure in which a likelihood probability is calculated by using a posterior probability of the target signal based on a relation between the target signal and the measurement signal, and the posterior probability is updated by using the likelihood probability, and recovering the target signal by performing maximum a posterior estimation for a final posterior probability output through the mutual update procedure.
Abstract translation: 公开了用于发送稀疏信号的方法和装置，以及用于恢复稀疏信号的方法和装置。 通过使用从接收信号恢复目标信号的稀疏信号恢复装置来恢复稀疏信号的方法包括：接收来自基于测量矩阵扫描目标信号的稀疏信号发送装置的噪声信号的测量信号，执行 基于目标信号与测量信号之间的关系使用目标信号的后验概率来计算似然概率的相互更新过程，并且通过使用似然概率来更新后验概率，并且恢复目标信号 通过对通过相互更新过程的最终后验概率输出执行最大后验估计。
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2.发明申请METHOD AND APPARATUS FOR TRANSMITTING SPARSE SIGNAL, AND METHOD AND APPARATUS FOR RECOVERING SPARSE SIGNAL VIA BELIEF PROPAGATION AND BAYESIAN HYPOTHESIS TEST 有权用于发送信号信号的方法和装置，以及通过传播和贝叶斯假设检测来恢复信号的方法和装置公开(公告)号：US20130036084A1
公开(公告)日：2013-02-07
申请号：US13420176
申请日：2012-03-14
Applicant: Heung-No Lee , Kiseon Kim , Jaewook Kang
Inventor： Heung-No Lee , Kiseon Kim , Jaewook Kang
Abstract: Disclosed are a method and an apparatus for transmitting a sparse signal, and a method and an apparatus for recovering the sparse signal. The method for recovering a sparse signal by using a sparse signal recovering device that recovers a target signal from a received signal includes receiving a measurement signal with a noise signal from a sparse signal transmitting device which scans a target signal based on a measurement matrix, performing a mutual update procedure in which a likelihood probability is calculated by using a posterior probability of the target signal based on a relation between the target signal and the measurement signal, and the posterior probability is updated by using the likelihood probability, and recovering the target signal by performing maximum a posterior estimation for a final posterior probability output through the mutual update procedure.
Abstract translation: 公开了用于发送稀疏信号的方法和装置，以及用于恢复稀疏信号的方法和装置。 通过使用从接收信号恢复目标信号的稀疏信号恢复装置来恢复稀疏信号的方法包括：接收来自基于测量矩阵扫描目标信号的稀疏信号发送装置的噪声信号的测量信号，执行 基于目标信号与测量信号之间的关系使用目标信号的后验概率来计算似然概率的相互更新过程，并且通过使用似然概率来更新后验概率，并且恢复目标信号 通过对通过相互更新过程的最终后验概率输出执行最大后验估计。
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