Blar i Institutt for realfag og industrisystemer på forfatter "Nguyen, Thuy V."
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Belief Propagation Detection For Large-Scale MIMO Systems With Low-Resolution ADCs
Vu, Hieu D.; Nguyen, Thuy V.; Do, Tuyet BT; Nguyen, Hieu (Peer reviewed; Journal article, 2019)We derive the belief propagation (BP) detector for large-scale multiple-input multiple-out communication systems where the low-resolution analog-to-digital converters (ADCs) are used to save the power and hardware costs. ... -
Performance Analysis of Protograph LDPC Codes Over Large-Scale MIMO Channels With Low-Resolution ADCs
Nguyen, Thuy V.; Vu, Hieu D.; Nguyen, Diep N.; Nguyen, Hieu (Peer reviewed; Journal article, 2019)Protograph LDPC (P-LDPC) codes and large-scale multiple-input multiple-output (LS-MIMO) are cornerstones of 5G and future wireless systems, thanks to their powerful error-correcting capability and high spectral efficiency. ... -
Performance of Deep Learning LDPC Coded Communications in Large Scale MIMO Channels
Pham, Viet Q.; Dang, Hung N.; Nguyen, Thuy V.; Nguyen, Hieu (Chapter, 2019)In this paper, we investigate the performance of a large-scale multiple-input multiple-output (LS-MIMO) receiver, which deploys a deep neural network and a low-density paritycheck (LDPC) code for detecting and decoding ... -
Protograph LPDC Coded Large-Scale MIMO Communications With Low-Resolution ADCs
Vu, Hieu D.; Nguyen, Thuy V.; Nguyen, Hieu (Chapter, 2019)In this paper, we develop a new algorithm of joint detection and decoding receiver for the large-scale multiple-input multiple-out (LS-MIMO) coded communication systems with low-resolution ADCs. The new algorithm enables ...