Further results on stable recovery of sparse overcomplete representations in the presence of noise
IEEE Transactions on Information Theory
A denoising approach to multisensor signal estimation
IEEE Transactions on Signal Processing
Array gain and capacity for known random channels with multiple element arrays at both ends
IEEE Journal on Selected Areas in Communications
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In this paper, a receive signal enhancement scheme based on signal sparse approximation is proposed to improve the system performance by removing the noise from the receive signal in MIMO Eigenmode Transmission system. We can obtain several independent substreams by multiplying the transmit vector by the matrix V before transmission occurs, and multiplying the receive vector by matrix U* at the receiver. The matrix V and U can be obtained by the singular value decomposition (SVD) of channel matrixH. The proposed approach enhance the signal which is loaded on each substream in parallel and gain the output SNR improvement for improving the performance of MIMO system. Finally, the effectiveness of proposed scheme is verified through computer simulations.