A Low-Complexity Equalizer for Video Broadcasting in Cyber-Physical Social Systems Through Handheld Mobile Devices

In Digital Video Broadcasting-Handheld (DVB-H) devices for cyber-physical social systems, the Discrete Fractional Fourier Transform-Orthogonal Chirp Division Multiplexing (DFrFT-OCDM) has been suggested to enhance the performance over Orthogonal Frequency Division Multiplexing (OFDM) systems under time and frequency-selective fading channels. In this case, the need for equalizers like the Minimum Mean Square Error (MMSE) and Zero-Forcing (ZF) arises, though it is excessively complex due to the need for a matrix inversion, especially for DVB-H extensive symbol lengths. In this work, a low complexity equalizer, Least-Squares Minimal Residual (LSMR) algorithm, is used to solve the matrix inversion iteratively. The paper proposes the LSMR algorithm for linear and nonlinear equalizers with the simulation results, which indicate that the proposed equalizer has significant performance and reduced complexity over the classical MMSE equalizer and other low complexity equalizers, in time and frequency-selective fading channels.

[1]  Robert H. Halstead,et al.  Matrix Computations , 2011, Encyclopedia of Parallel Computing.

[2]  Gholamreza Baghersalimi,et al.  Comparative performance assessment between FFT-based and FRFT-based MIMO-OFDM systems in underwater acoustic communications , 2018, IET Commun..

[3]  H. Vincent Poor,et al.  Low-complexity joint data detection and channel equalisation for highly mobile orthogonal frequency division multiplexing systems , 2010, IET Commun..

[4]  Wanchun Dou,et al.  Dynamic Mobile Crowdsourcing Selection for Electricity Load Forecasting , 2018, IEEE Access.

[5]  Vladimir Stankovic,et al.  Cooperative network-coding system for wireless sensor networks , 2012, IET Commun..

[6]  Ye Li,et al.  Bounds on the interchannel interference of OFDM in time-varying impairments , 2001, IEEE Trans. Commun..

[7]  Xuyun Zhang,et al.  Spatial-temporal data-driven service recommendation with privacy-preservation , 2020, Inf. Sci..

[8]  Qiang Ni,et al.  Cognitive computing and wireless communications on the edge for healthcare service robots , 2020, Comput. Commun..

[9]  J. Chambers,et al.  Low Complexity Iterative Method of Equalization for OFDM in Doubly Selective Channels , 2005, Conference Record of the Thirty-Ninth Asilomar Conference onSignals, Systems and Computers, 2005..

[10]  Massimiliano Martone,et al.  A multicarrier system based on the fractional Fourier transform for time-frequency-selective channels , 2001, IEEE Trans. Commun..

[11]  Georgios B. Giannakis,et al.  Bounding performance and suppressing intercarrier interference in wireless mobile OFDM , 2003, IEEE Trans. Commun..

[12]  François Horlin,et al.  Efficient Equalization of Time-Varying Channels in MIMO OFDM Systems , 2019, IEEE Transactions on Signal Processing.

[13]  Laurence T. Yang,et al.  A Distributed HOSVD Method With Its Incremental Computation for Big Data in Cyber-Physical-Social Systems , 2018, IEEE Transactions on Computational Social Systems.

[14]  Hua Han,et al.  Low Complexity LSQR-Based Block Decision Feedback Equalizer for OFDM Systems over Rapidly Time-Varying Channels , 2010, 2010 International Conference on Communications and Mobile Computing.

[15]  B. AfeArd CALCULATING THE SINGULAR VALUES AND PSEUDOINVERSE OF A MATRIX , 2022 .

[16]  Cagatay Candan,et al.  The discrete fractional Fourier transform , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[17]  Michael A. Saunders,et al.  LSMR: An Iterative Algorithm for Sparse Least-Squares Problems , 2010, SIAM J. Sci. Comput..

[18]  Zhou Min Digital Computation of Fractional Fourier Transform , 2002 .

[19]  Laurence T. Yang,et al.  A Cloud-Edge Computing Framework for Cyber-Physical-Social Services , 2017, IEEE Communications Magazine.

[20]  G. Matz,et al.  Low-Complexity Time-Domain ICI Equalization for OFDM Communications Over Rapidly Varying Channels , 2006, 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.

[21]  Anna Scaglione,et al.  Block FIR decision-feedback equalizers for filterbank precoded transmissions with blind channel estimation capabilities , 2001, IEEE Trans. Commun..

[22]  Lina Stankovic,et al.  Deterministic network coding over Long Term Evaluation Advance communication system , 2014, 2014 Fourth International Conference on Digital Information and Communication Technology and its Applications (DICTAP).

[23]  Iulia Ivan,et al.  Reduced Complexity Decision Feedback Equalizer for Supporting High Mobility in Wimax , 2009, VTC Spring 2009 - IEEE 69th Vehicular Technology Conference.

[24]  S. Malarvizhi,et al.  Time-Domain Equalization Technique for Intercarrier Interference Suppression in OFDM Systems , 2007, 15th International Conference on Advanced Computing and Communications (ADCOM 2007).

[25]  Geert Leus,et al.  Simple equalization of time-varying channels for OFDM , 2005, IEEE Communications Letters.

[26]  M. Saunders,et al.  Solution of Sparse Indefinite Systems of Linear Equations , 1975 .

[27]  Geert Leus,et al.  Low-Complexity Banded Equalizers for OFDM Systems in Doppler Spread Channels , 2006, EURASIP J. Adv. Signal Process..

[28]  Gerald Matz,et al.  Low Complexity Equalization for Doubly Selective Channels Modeled by a Basis Expansion , 2010, IEEE Transactions on Signal Processing.

[29]  Philip Schniter,et al.  Low-complexity equalization of OFDM in doubly selective channels , 2004, IEEE Transactions on Signal Processing.

[30]  L. Rugini,et al.  Performance analysis of banded equalizers for OFDM systems in time-varying channels , 2007, 2007 IEEE 8th Workshop on Signal Processing Advances in Wireless Communications.

[31]  Yong Soo Cho,et al.  An equalization technique for orthogonal frequency-division multiplexing systems in time-variant multipath channels , 1999, IEEE Trans. Commun..

[32]  Gerald Matz,et al.  Low-Complexity ICI/ISI Equalization in Doubly Dispersive Multicarrier Systems Using a Decision-Feedback LSQR Algorithm , 2011, IEEE Transactions on Signal Processing.

[33]  Lina Stankovic,et al.  Network coding cooperation performance analysis in wireless network over a lossy channel, M users and a destination scenario , 2016 .

[34]  M. N. Hussin,et al.  FrFT-based EO-STBC multicarrier system for transmission over doubly-dispersive channels , 2012, 2012 International Symposium on Wireless Communication Systems (ISWCS).

[35]  Ana García Armada,et al.  Low-Complexity Computation of Zero-Forcing Equalizers for Massive MIMO-OFDM , 2019, 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring).

[36]  Mohammad Reza Khosravi,et al.  Determining the Optimum Number of Paths for Realization of Multi-path Routing in MPLS-TE Networks , 2017 .

[37]  James R. Zeidler,et al.  Performance degradation of OFDM systems due to Doppler spreading , 2006, IEEE Transactions on Wireless Communications.

[38]  Xiaokang Wang,et al.  NQA , 2019, ACM Trans. Embed. Comput. Syst..

[39]  Laurence T. Yang,et al.  A Distributed Tensor-Train Decomposition Method for Cyber-Physical-Social Services , 2019, ACM Trans. Cyber Phys. Syst..

[40]  Gerhard Fettweis,et al.  A Theoretical Framework for Optimizing Multicarrier Systems Under Time and/or Frequency-Selective Channels , 2018, IEEE Communications Letters.

[41]  Jean Armstrong,et al.  Analysis of new and existing methods of reducing intercarrier interference due to carrier frequency offset in OFDM , 1999, IEEE Trans. Commun..

[42]  Samuel Cheng,et al.  Relay-Assisted Rateless Layered Multiple Description Video Delivery , 2013, IEEE Journal on Selected Areas in Communications.

[43]  G. Matz,et al.  LSQR-based ICI equalization for multicarrier communications in strongly dispersive and highly mobile environments , 2007, 2007 IEEE 8th Workshop on Signal Processing Advances in Wireless Communications.

[44]  Shaohua Wan,et al.  Faster R-CNN for multi-class fruit detection using a robotic vision system , 2020, Comput. Networks.

[45]  Stephan D. Weiss,et al.  Low-complexity LSMR equalisation of FrFT-based multicarrier systems in doubly dispersive channels , 2011, 2011 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

[46]  Michael A. Saunders,et al.  LSQR: An Algorithm for Sparse Linear Equations and Sparse Least Squares , 1982, TOMS.