Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications
One of important use cases of the sixth generation (6G) mobile communications is high-mobility communication, which poses a challenge for multi-carrier receivers. In this dissertation, two multi-carrier modulation techniques, the conventional popular orthogonal frequency division multiplexing (OFDM)...
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sg-ntu-dr.10356-1619692023-07-04T17:50:56Z Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications Yin, Ruibin Guan Yong Liang School of Electrical and Electronic Engineering EYLGuan@ntu.edu.sg Engineering::Electrical and electronic engineering::Wireless communication systems One of important use cases of the sixth generation (6G) mobile communications is high-mobility communication, which poses a challenge for multi-carrier receivers. In this dissertation, two multi-carrier modulation techniques, the conventional popular orthogonal frequency division multiplexing (OFDM) and the recently proposed orthogonal time frequency space (OTFS), are considered, and basis expansion model (BEM) is adopted to model doubly selective fading channel (DSFC) of high-mobility communications. Two iterative single-input single-output (SISO) BEM OFDM and OTFS receivers have been presented in this dissertation. In addition, the iterative SISO BEM OTFS receiver has been extended and adapted to the iterative multiple-input multiple-output (MIMO) BEM OTFS receiver for the sake of higher throughput and data rates. Simulation results show that the BEM OTFS receiver significantly outperforms the BEM OFDM receiver in terms of the mean square error (MSE) of CE and bit error rate (BER). In addition, compared with the SISO case, the iterative MIMO BEM OTFS receiver can improve BER performance at high signal-to-noise ratio (SNR). Master of Science (Communications Engineering) 2022-09-28T04:12:03Z 2022-09-28T04:12:03Z 2022 Thesis-Master by Coursework Yin, R. (2022). Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/161969 https://hdl.handle.net/10356/161969 en ISM-DISS-02444 application/pdf Nanyang Technological University |
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Engineering::Electrical and electronic engineering::Wireless communication systems Yin, Ruibin Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications |
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One of important use cases of the sixth generation (6G) mobile communications is high-mobility communication, which poses a challenge for multi-carrier receivers. In this dissertation, two multi-carrier modulation techniques, the conventional popular orthogonal frequency division multiplexing (OFDM) and the recently proposed orthogonal time frequency space (OTFS), are considered, and basis expansion model (BEM) is adopted to model doubly selective fading channel (DSFC) of high-mobility communications. Two iterative single-input single-output (SISO) BEM OFDM and OTFS receivers have been presented in this dissertation. In addition, the iterative SISO BEM OTFS receiver has been extended and adapted to the iterative multiple-input multiple-output (MIMO) BEM OTFS receiver for the sake of higher throughput and data rates. Simulation results show that the BEM OTFS receiver significantly outperforms the BEM OFDM receiver in terms of the mean square error (MSE) of CE and bit error rate
(BER). In addition, compared with the SISO case, the iterative MIMO BEM OTFS receiver can improve
BER performance at high signal-to-noise ratio (SNR). |
author2 |
Guan Yong Liang |
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Guan Yong Liang Yin, Ruibin |
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Thesis-Master by Coursework |
author |
Yin, Ruibin |
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Yin, Ruibin |
title |
Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications |
title_short |
Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications |
title_full |
Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications |
title_fullStr |
Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications |
title_full_unstemmed |
Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications |
title_sort |
iterative siso and mimo bem multi-carrier receivers for high-mobility communications |
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Nanyang Technological University |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/161969 |
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1772827673987383296 |