Filter Bank Multicarrier Modulation: A Waveform Candidate for 5G and Beyond

Recent discussions on viable technologies for 5G emphasize on the need for waveforms with better spectral containment per subcarrier than the celebrated orthogonal frequency division multiplexing (OFDM). Filter bank multicarrier (FBMC) is an alternative technology that can serve this need. Subcarrier waveforms are built based on a prototype filter that is designed with this emphasis in mind. This paper presents a broad review of the research work done in the wireless laboratory of the University of Utah in the past 15 years. It also relates this research to the works done by other researchers. The theoretical basis based on which FBMC waveforms are constructed is discussed. Also, various methods of designing effective prototype filters are presented. For completeness, polyphase structures that are used for computationally efficient implementation of FBMC systems are introduced and their complexity is contrasted with that of OFDM. The problems of channel equalization as well as synchronization and tracking methods in FBMC systems are given a special consideration and a few outstanding research problems are identified. Moreover, this paper brings up a number of appealing features of FBMC waveforms that make them an ideal choice in the emerging areas of multiuser and massive MIMO networks.

[1]  Michael Rice,et al.  Multirate digital filters for symbol timing synchronization in software defined radios , 2001, IEEE J. Sel. Areas Commun..

[2]  Thomas Strohmer,et al.  Optimal OFDM design for time-frequency dispersive channels , 2003, IEEE Trans. Commun..

[3]  Khaled Ben Letaief,et al.  An interference-cancellation scheme for carrier frequency offsets correction in OFDMA systems , 2005, IEEE Transactions on Communications.

[4]  R W Lucky,et al.  Principles of data communication , 1968 .

[5]  Antonio Pascual-Iserte,et al.  Performance comparison between FBMC and OFDM in MIMO systems under channel uncertainty , 2010, 2010 European Wireless Conference (EW).

[6]  C.-C. Jay Kuo,et al.  Synchronization Techniques for Orthogonal Frequency Division Multiple Access (OFDMA): A Tutorial Review , 2007, Proceedings of the IEEE.

[7]  Tapio Saramäki,et al.  A systematic technique for designing linear-phase FIR prototype filters for perfect-reconstruction cosine-modulated and modified DFT filterbanks , 2005, IEEE Transactions on Signal Processing.

[8]  Frank Sjöberg,et al.  Asynchronous Zipper [subscriber line duplex method] , 1999, 1999 IEEE International Conference on Communications (Cat. No. 99CH36311).

[9]  M. Rossi,et al.  Iterative least squares design of perfect reconstruction QMF banks , 1996, Proceedings of 1996 Canadian Conference on Electrical and Computer Engineering.

[10]  Inkyu Lee,et al.  MMSE-Based CFO Compensation for Uplink OFDMA Systems with Conjugate Gradient , 2012, IEEE Transactions on Wireless Communications.

[11]  Markku Renfors,et al.  Pilot-Based Synchronization and Equalization in Filter Bank Multicarrier Communications , 2010, EURASIP J. Adv. Signal Process..

[12]  B. Hirosaki,et al.  An Orthogonally Multiplexed QAM System Using the Discrete Fourier Transform , 1981, IEEE Trans. Commun..

[13]  P. Siohan,et al.  FBMC/OQAM Modulators with Half Complexity , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[14]  Behrouz Farhang-Boroujeny,et al.  Analytical study of the performance surface of blind equalizer in a cosine modulated multicarrier communication system , 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

[15]  Aïssa Ikhlef,et al.  Channel Equalization for Multi-Antenna FBMC/OQAM Receivers , 2011, IEEE Transactions on Vehicular Technology.

[16]  Behrouz Farhang-Boroujeny,et al.  Multicarrier modulation with blind detection capability using cosine modulated filter banks , 2003, IEEE Trans. Commun..

[17]  John M. Cioffi,et al.  Autonomous synchronization of a DMT-VDSL system in unbundled networks , 2002, IEEE J. Sel. Areas Commun..

[18]  John M. Cioffi,et al.  Understanding Digital Subscriber Line Technology , 1999 .

[19]  Fredrik Tufvesson,et al.  Linear Pre-Coding Performance in Measured Very-Large MIMO Channels , 2011, 2011 IEEE Vehicular Technology Conference (VTC Fall).

[20]  Linda Doyle,et al.  Efficient sidelobe suppression for OFDM systems using advanced cancellation carriers , 2013, 2013 IEEE International Conference on Communications (ICC).

[21]  Behrouz Farhang-Boroujeny,et al.  A Square-Root Nyquist (M) Filter Design for Digital Communication Systems , 2008, IEEE Transactions on Signal Processing.

[22]  Ye Geoffrey Li,et al.  Orthogonal Frequency Division Multiplexing for Wireless Communications , 2009 .

[23]  Markku Renfors,et al.  CFO estimation and correction in a WiMAX-like FBMC system , 2009, 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications.

[24]  B. Farhang-Boroujeny,et al.  Convergence Analysis of Blind Equalizer in a Filter-Bank-Based Multicarrier Communication System , 2006, IEEE Transactions on Signal Processing.

[25]  Ismail Güvenç,et al.  A Survey on Multicarrier Communications: Prototype Filters, Lattice Structures, and Implementation Aspects , 2012, IEEE Communications Surveys & Tutorials.

[26]  Mario Tanda,et al.  Joint Symbol Timing and CFO Estimation for OFDM/OQAM Systems in Multipath Channels , 2010, EURASIP J. Adv. Signal Process..

[27]  Linda Doyle,et al.  Low complexity LS and MMSE based CFO compensation techniques for the uplink of OFDMA systems , 2013, 2013 IEEE International Conference on Communications (ICC).

[28]  Mikael Isaksson,et al.  Zipper VDSL: a solution for robust duplex communication over telephone lines , 2000 .

[29]  Tanja Karp,et al.  Modified DFT filter banks with perfect reconstruction , 1999 .

[30]  Satoshi Hasegawa,et al.  Advanced Groupband Data Modem Using Orthogonally Multiplexed QAM Technique , 1986, IEEE Trans. Commun..

[31]  Behrouz Farhang-Boroujeny,et al.  Filter Bank Multicarrier for Massive MIMO , 2014, 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall).

[32]  Rong-Rong Chen,et al.  Filterbank multicarrier for underwater communications , 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[33]  Lang Tong,et al.  Optimal design and placement of pilot symbols for channel estimation , 2002, IEEE Trans. Signal Process..

[34]  Xin Yao,et al.  Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission , 2007, IEEE Transactions on Signal Processing.

[35]  Andreas F. Molisch,et al.  Nonorthogonal pulseshapes for multicarrier communications in doubly dispersive channels , 1998, IEEE J. Sel. Areas Commun..

[36]  K. W. Martin,et al.  Small side-lobe filter design for multitone data-communication applications , 1998 .

[37]  Norbert J. Fliege,et al.  Modified DFT polyphase SBC filter banks with almost perfect reconstruction , 1994, Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing.

[38]  M. D. Nava,et al.  The Zipper prototype: a complete and flexible VDSL multicarrier solution , 2002 .

[39]  Peter N. Heller,et al.  DMT systems, DWMT systems and digital filter banks , 1994, Proceedings of ICC/SUPERCOMM'94 - 1994 International Conference on Communications.

[40]  B. Farhang-Boroujeny Discrete multitone modulation with blind detection capability , 2002, Proceedings IEEE 56th Vehicular Technology Conference.

[41]  Mario Tanda,et al.  Data-aided symbol timing and CFO synchronization for filter bank multicarrier systems , 2009, IEEE Transactions on Wireless Communications.

[42]  Ramjee Prasad,et al.  OFDM for Wireless Multimedia Communications , 1999 .

[43]  Claude Berrou,et al.  Coded orthogonal frequency division multiplex [TV broadcasting] , 1995, Proc. IEEE.

[44]  Svante Signell,et al.  Classic OFDM Systems and Pulse Shaping OFDM/OQAM Systems , 2007 .

[45]  Behrouz Farhang-Boroujeny,et al.  Cosine Modulated and Offset QAM Filter Bank Multicarrier Techniques: A Continuous-Time Prospect , 2010, EURASIP J. Adv. Signal Process..

[46]  M. Schnell,et al.  Sidelobe suppression in OFDM systems by insertion of cancellation carriers , 2005, VTC-2005-Fall. 2005 IEEE 62nd Vehicular Technology Conference, 2005..

[47]  B. Hirosaki An Analysis of Automatic Equalizers for Orthogonally Multiplexed QAM Systems , 1980, IEEE Trans. Commun..

[48]  Evangelos Eleftheriou,et al.  Filtered multitone modulation for very high-speed digital subscriber lines , 2002, IEEE J. Sel. Areas Commun..

[49]  Pierre Siohan,et al.  Cosine-modulated filterbanks based on extended Gaussian functions , 2000, IEEE Trans. Signal Process..

[50]  Michael A. Tzannes,et al.  Overlapped Discrete Multitone Modulation for High Speed Copper Wire Communication , 2006, IEEE J. Sel. Areas Commun..

[51]  B. Floch,et al.  Coded orthogonal frequency division multiplex , 1995 .

[52]  Zhou Yuan,et al.  Cancellation carrier technique using genetic algorithm for OFDM sidelobe suppression , 2008, MILCOM 2008 - 2008 IEEE Military Communications Conference.

[53]  Jean-Claude Belfiore,et al.  A Time-Frequency Well-localized Pulse for Multiple Carrier Transmission , 1997, Wirel. Pers. Commun..

[54]  Nicola Laurenti,et al.  Efficient implementations and alternative architectures for OFDM-OQAM systems , 2001, IEEE Trans. Commun..

[55]  Mérouane Debbah,et al.  Massive MIMO in the UL/DL of Cellular Networks: How Many Antennas Do We Need? , 2013, IEEE Journal on Selected Areas in Communications.

[56]  Yan Wu,et al.  Near Maximum Likelihood Synchronization for Filter Bank Multicarrier Systems , 2013, IEEE Wireless Communications Letters.

[57]  Stefano Galli,et al.  Recent Developments in the Standardization of Power Line Communications within the IEEE , 2008, IEEE Communications Magazine.

[58]  Inkyu Lee,et al.  CFO Compensation for Uplink OFDMA Systems with Conjugated Gradient , 2011, 2011 IEEE International Conference on Communications (ICC).

[59]  Marc Moonen,et al.  Optimal training design for MIMO OFDM systems in mobile wireless channels , 2003, IEEE Trans. Signal Process..

[60]  Pierre Siohan,et al.  Analysis and design of OFDM/OQAM systems based on filterbank theory , 2002, IEEE Trans. Signal Process..

[61]  Sneha Kumar Kasera,et al.  Beyond OFDM: Best-effort dynamic spectrum access using filterbank multicarrier , 2012, 2012 Fourth International Conference on Communication Systems and Networks (COMSNETS 2012).

[62]  Boualem Boashash,et al.  Time-Frequency Signal Analysis and Processing: A Comprehensive Reference , 2015 .

[63]  B. Saltzberg,et al.  Performance of an Efficient Parallel Data Transmission System , 1967, IEEE Transactions on Communication Technology.

[64]  Behrouz Farhang-Boroujeny,et al.  Complexity and Performance Comparison of Filter Bank Multicarrier and OFDM in Uplink of Multicarrier Multiple Access Networks , 2011, IEEE Transactions on Signal Processing.

[65]  F. Tufvesson,et al.  Channel measurements and analysis for very large array systems at 2.6 GHz , 2012, 2012 6th European Conference on Antennas and Propagation (EUCAP).

[66]  Rong-Rong Chen,et al.  Isotropic filter design for MIMO filter bank multicarrier communications , 2010, 2010 IEEE Sensor Array and Multichannel Signal Processing Workshop.

[67]  Gianfranco Cariolaro,et al.  An OFDM Scheme with a half Complexity , 1995, IEEE J. Sel. Areas Commun..

[68]  R. Chang Synthesis of band-limited orthogonal signals for multichannel data transmission , 1966 .

[69]  Manfred Martin Hartmann,et al.  Analysis, Optimization, and Implementation of Low-Interference Wireless Multicarrier Systems , 2007, IEEE Transactions on Wireless Communications.

[70]  Behrouz Farhang-Boroujeny Prolate Filters for Nonadaptive Multitaper Spectral Estimators With High Spectral Dynamic Range , 2008, IEEE Signal Processing Letters.

[71]  Shahriar Mirabbasi,et al.  Overlapped complex-modulated transmultiplexer filters with simplified design and superior stopbands , 2003, IEEE Trans. Circuits Syst. II Express Briefs.

[72]  Behrouz Farhang-Boroujeny,et al.  Filter Bank Spectrum Sensing for Cognitive Radios , 2008, IEEE Transactions on Signal Processing.

[73]  K. M. Ahmed,et al.  Coded orthogonal frequency division multiplexing for wireless ATM , 1999, 1999 IEEE 49th Vehicular Technology Conference (Cat. No.99CH36363).

[74]  Rong-Rong Chen,et al.  Filterbank Multicarrier Communications for Underwater Acoustic Channels , 2015, IEEE Journal of Oceanic Engineering.

[75]  Boualem Boashash,et al.  Time-Frequency Signal Analysis and Processing , 2002 .

[76]  M. Bellanger,et al.  TDM-FDM Transmultiplexer: Digital Polyphase and FFT , 1974, IEEE Trans. Commun..

[77]  Truong Q. Nguyen,et al.  Performance analysis of multicarrier modulation systems using cosine modulated filter banks , 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

[78]  P. Vaidyanathan Multirate Systems And Filter Banks , 1992 .

[79]  Pierre Siohan,et al.  Cosine-Modulated Filterbanks Based on Extended , 2000 .

[80]  Behrouz Farhang-Boroujeny,et al.  Added pilot semi-blind channel estimation scheme for OFDM in fading channels , 2001, GLOBECOM'01. IEEE Global Telecommunications Conference (Cat. No.01CH37270).

[81]  Thomas L. Marzetta,et al.  Pilot Contamination and Precoding in Multi-Cell TDD Systems , 2009, IEEE Transactions on Wireless Communications.

[82]  S. H. Mali,et al.  Orthogonal Frequency Division Multiplexing for Wireless Networks , 2015 .

[83]  Thomas L. Marzetta,et al.  Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas , 2010, IEEE Transactions on Wireless Communications.

[84]  Helmut Bölcskei,et al.  Time-Frequency Foundations of Communications: Concepts and Tools , 2013, IEEE Signal Processing Magazine.

[85]  Luxi Yang,et al.  Optimal pilot sequence design for channel estimation in MIMO OFDM systems , 2006, IEEE Commun. Lett..

[86]  Behrouz Farhang-Boroujeny,et al.  Packet Format Design and Decision Directed Tracking Methods for Filter Bank Multicarrier Systems , 2010, EURASIP J. Adv. Signal Process..

[87]  Truong Q. Nguyen,et al.  A general formulation of modulated filter banks , 1999, IEEE Trans. Signal Process..

[88]  Plessis Robinson,et al.  TDM-FDM Transmultiplexer: Digital Polyphase and FFT , 1974 .

[89]  Stephan ten Brink,et al.  Channel measurements for large antenna arrays , 2012, 2012 International Symposium on Wireless Communication Systems (ISWCS).

[90]  Zheng Chang,et al.  IEEE 802.11ac: Enhancements for very high throughput WLANs , 2011, 2011 IEEE 22nd International Symposium on Personal, Indoor and Mobile Radio Communications.

[91]  Mario Tanda,et al.  Joint symbol timing and CFO estimation in multiuser OFDM/OQAM systems , 2009, 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications.

[92]  Behrouz Farhang-Boroujeny,et al.  Multicarrier communication techniques for spectrum sensing and communication in cognitive radios , 2008, IEEE Communications Magazine.

[93]  Behrouz Farhang-Boroujeny,et al.  OFDM Versus Filter Bank Multicarrier , 2011, IEEE Signal Processing Magazine.