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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Main Author: Yin, Ruibin
Other Authors: Guan Yong Liang
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2022
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Online Access:https://hdl.handle.net/10356/161969
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Institution: Nanyang Technological University
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spelling 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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering::Wireless communication systems
spellingShingle Engineering::Electrical and electronic engineering::Wireless communication systems
Yin, Ruibin
Iterative SISO and MIMO BEM multi-carrier receivers for high-mobility communications
description 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
author_facet Guan Yong Liang
Yin, Ruibin
format Thesis-Master by Coursework
author Yin, Ruibin
author_sort 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
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/161969
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