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...

Full description

Bibliographic Details
Main Authors: Sohail Taheri, Mir Ghoraishi, Pei Xiao, Lei Zhang
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/7859287/
id doaj-a5daf52cc3124daaad1cf72ef00b902c
record_format Article
spelling 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