Channel estimation and IQ imbalance compensation for OFDM signal
In digital communication, a pilot is a known sequence in each signal frame. It is used for frame synchronization, as well as for channel estimation. Pilot design plays a key role in timing offset estimation and channel frequency response of the Orthogonal Frequency Division Multiplexing (OFDM) syste...
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2022
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sg-ntu-dr.10356-1571702023-07-04T17:48:46Z Channel estimation and IQ imbalance compensation for OFDM signal Jing, Jiasheng Tay Wee Peng School of Electrical and Electronic Engineering wptay@ntu.edu.sg Engineering::Electrical and electronic engineering In digital communication, a pilot is a known sequence in each signal frame. It is used for frame synchronization, as well as for channel estimation. Pilot design plays a key role in timing offset estimation and channel frequency response of the Orthogonal Frequency Division Multiplexing (OFDM) system. The designed pilot may consider the estimation of frequency selective/multipath channels, in-phase/quadrature-phase (IQ) imbalance together with other factors while providing accurate timing offset estimation/compensation and fulfilling signal. In this dissertation, an OFDM communication system model is established with noise, multipath fading and IQ imbalance to simulate the real wireless channel. I study and compare two classical channel estimation algorithms: the Least Square (LS) algorithm and the Minimum Mean Square Error (MMSE) algorithm. Then the influence of IQ imbalance on the performance of channel estimation algorithms is simulated. A special IQ imbalance estimation algorithm based on a new pilot pattern is proposed and simulated. Finally, this dissertation shows the performance of joint estimation, which proves that the proposed algorithm can effectively compensate for the non-ideality of the wireless channel and analog devices. Master of Science (Communications Engineering) 2022-05-09T12:46:45Z 2022-05-09T12:46:45Z 2022 Thesis-Master by Coursework Jing, J. (2022). Channel estimation and IQ imbalance compensation for OFDM signal. Master's thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157170 https://hdl.handle.net/10356/157170 en application/pdf Nanyang Technological University |
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Engineering::Electrical and electronic engineering Jing, Jiasheng Channel estimation and IQ imbalance compensation for OFDM signal |
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In digital communication, a pilot is a known sequence in each signal frame. It is used for frame synchronization, as well as for channel estimation. Pilot design plays a key role in timing offset estimation and channel frequency response of the Orthogonal Frequency Division Multiplexing (OFDM) system. The designed pilot may consider the estimation of frequency selective/multipath channels, in-phase/quadrature-phase (IQ) imbalance together with other factors while providing accurate timing offset estimation/compensation and fulfilling signal.
In this dissertation, an OFDM communication system model is established with noise, multipath fading and IQ imbalance to simulate the real wireless channel. I study and compare two classical channel estimation algorithms: the Least Square (LS) algorithm and the Minimum Mean Square Error (MMSE) algorithm. Then the influence of IQ imbalance on the performance of channel estimation algorithms is simulated. A special IQ imbalance estimation algorithm based on a new pilot pattern is proposed and simulated. Finally, this dissertation shows the performance of joint estimation, which proves that the proposed algorithm can effectively compensate for the non-ideality of the wireless channel and analog devices. |
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Tay Wee Peng |
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Tay Wee Peng Jing, Jiasheng |
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Thesis-Master by Coursework |
author |
Jing, Jiasheng |
author_sort |
Jing, Jiasheng |
title |
Channel estimation and IQ imbalance compensation for OFDM signal |
title_short |
Channel estimation and IQ imbalance compensation for OFDM signal |
title_full |
Channel estimation and IQ imbalance compensation for OFDM signal |
title_fullStr |
Channel estimation and IQ imbalance compensation for OFDM signal |
title_full_unstemmed |
Channel estimation and IQ imbalance compensation for OFDM signal |
title_sort |
channel estimation and iq imbalance compensation for ofdm signal |
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Nanyang Technological University |
publishDate |
2022 |
url |
https://hdl.handle.net/10356/157170 |
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1772827327213862912 |