Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution
In this paper, filter bank-based multicarrier systems using a fast convolution approach are investigated. We show that exploiting offset quadrature amplitude modulation enables us to perform FFT/IFFT-based convolution without overlapped processing, and the circular distortion can be discarded as a p...
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doaj-a5daf52cc3124daaad1cf72ef00b902c2021-03-29T20:01:46ZengIEEEIEEE Access2169-35362017-01-0152855286910.1109/ACCESS.2017.26709227859287Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast ConvolutionSohail Taheri0https://orcid.org/0000-0001-7036-1766Mir Ghoraishi1Pei Xiao2Lei Zhang3Institute for Communication Systems, Home of 5G Innovation Centre, University of Surrey, Guildford, U.K.Institute for Communication Systems, Home of 5G Innovation Centre, University of Surrey, Guildford, U.K.Institute for Communication Systems, Home of 5G Innovation Centre, University of Surrey, Guildford, U.K.Institute for Communication Systems, Home of 5G Innovation Centre, University of Surrey, Guildford, U.K.In this paper, filter bank-based multicarrier systems using a fast convolution approach are investigated. We show that exploiting offset quadrature amplitude modulation enables us to perform FFT/IFFT-based convolution without overlapped processing, and the circular distortion can be discarded as a part of orthogonal interference terms. This property has two advantages. First, it leads to spectral efficiency enhancement in the system by removing the prototype filter transients. Second, the complexity of the system is significantly reduced as the result of using efficient FFT algorithms for convolution. The new scheme is compared with the conventional waveforms in terms of out-of-band radiation, orthogonality, spectral efficiency, and complexity. The performance of the receiver and the equalization methods are investigated and compared with other waveforms through simulations. Moreover, based on the time variant nature of the filter response of the proposed scheme, a pilot-based channel estimation technique with controlled transmit power is developed and analyzed through lower-bound derivations. The proposed transceiver is shown to be a competitive solution for future wireless networks.https://ieeexplore.ieee.org/document/7859287/Channel estimationcircular convolutionequalizationfast convolutionfilter bankmulticarrier systems |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sohail Taheri Mir Ghoraishi Pei Xiao Lei Zhang |
spellingShingle |
Sohail Taheri Mir Ghoraishi Pei Xiao Lei Zhang Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution IEEE Access Channel estimation circular convolution equalization fast convolution filter bank multicarrier systems |
author_facet |
Sohail Taheri Mir Ghoraishi Pei Xiao Lei Zhang |
author_sort |
Sohail Taheri |
title |
Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution |
title_short |
Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution |
title_full |
Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution |
title_fullStr |
Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution |
title_full_unstemmed |
Efficient Implementation of Filter Bank Multicarrier Systems Using Circular Fast Convolution |
title_sort |
efficient implementation of filter bank multicarrier systems using circular fast convolution |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2017-01-01 |
description |
In this paper, filter bank-based multicarrier systems using a fast convolution approach are investigated. We show that exploiting offset quadrature amplitude modulation enables us to perform FFT/IFFT-based convolution without overlapped processing, and the circular distortion can be discarded as a part of orthogonal interference terms. This property has two advantages. First, it leads to spectral efficiency enhancement in the system by removing the prototype filter transients. Second, the complexity of the system is significantly reduced as the result of using efficient FFT algorithms for convolution. The new scheme is compared with the conventional waveforms in terms of out-of-band radiation, orthogonality, spectral efficiency, and complexity. The performance of the receiver and the equalization methods are investigated and compared with other waveforms through simulations. Moreover, based on the time variant nature of the filter response of the proposed scheme, a pilot-based channel estimation technique with controlled transmit power is developed and analyzed through lower-bound derivations. The proposed transceiver is shown to be a competitive solution for future wireless networks. |
topic |
Channel estimation circular convolution equalization fast convolution filter bank multicarrier systems |
url |
https://ieeexplore.ieee.org/document/7859287/ |
work_keys_str_mv |
AT sohailtaheri efficientimplementationoffilterbankmulticarriersystemsusingcircularfastconvolution AT mirghoraishi efficientimplementationoffilterbankmulticarriersystemsusingcircularfastconvolution AT peixiao efficientimplementationoffilterbankmulticarriersystemsusingcircularfastconvolution AT leizhang efficientimplementationoffilterbankmulticarriersystemsusingcircularfastconvolution |
_version_ |
1724195436365873152 |