Low-Complexity Multicarrier Waveform Processing Schemes fo Future Wireless Communications

Wireless communication systems deliver enormous variety of services and applications. Nowadays, wireless communications play a key-role in many fields, such as industry, social life, education, and home automation. The growing demand for wireless services and applications has motivated the development of the next generation cellular radio access technology called fifth-generation new radio (5G-NR). The future networks are required to magnify the delivered user data rates to gigabits per second, reduce the communication latency below 1 ms, and enable communications for massive number of simple devices. Those main features of the future networks come with new demands for the wireless communication systems, such as enhancing the efficiency of the radio spectrum use at below 6 GHz frequency bands, while supporting various services with quite different requirements for the waveform related key parameters. The current wireless systems lack the capabilities to handle those requirements. For example, the long-term evolution (LTE) employs the cyclic-prefix orthogonal frequency-division multiplexing (CP-OFDM) waveform, which has critical drawbacks in the 5G-NR context. The basic drawback of CP-OFDM waveform is the lack of spectral localization. Therefore, spectrally enhanced variants of CP-OFDM or other multicarrier waveforms with well localized spectrum should be considered. This thesis investigates spectrally enhanced CP-OFDM (E-OFDM) schemes to suppress the out-of-band (OOB) emissions, which are normally produced by CP-OFDM. Commonly, the weighted overlap-and-add (WOLA) scheme applies smooth time-domain window on the CPOFDM waveform, providing spectrally enhanced subcarriers and reducing the OOB emissions with very low additional computational complexity. Nevertheless, the suppression performance of WOLA-OFDM is not sufficient near the active subband. Another technique is based on filtering the CP-OFDM waveform, which is referred to as F-OFDM. F-OFDM is able to provide well-localized spectrum, however, with significant increase in the computational complexity in the basic scheme with time-domain filters. Also filter-bank multicarrier (FBMC) waveforms are included in this study. FBMC has been widely studied as a potential postOFDM scheme with nearly ideal subcarrier spectrum localization. However, this scheme has quite high computational complexity while being limited to uniformly distributed subbands. Anyway, filter-bank based waveform processing is one of the main topics of this work. Instead of traditional polyphase network (PPN) based uniform filter banks, the focus is on fast-convolution filter banks (FC-FBs), which utilize fast Fourier transform (FFT) domain processing to realize effectively filter-banks with high flexibility in terms of subcarrier bandwidths

[1]  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..

[2]  R. Balian Un principe d'incertitude fort en théorie du signal ou en mécanique quantique , 1981 .

[3]  H. Arslan,et al.  Spectrum shaping of OFDM-based cognitive radio signals , 2008, 2008 IEEE Radio and Wireless Symposium.

[4]  C. Sidney Burrus,et al.  Efficient computation of the DFT with only a subset of input or output points , 1993, IEEE Trans. Signal Process..

[5]  Renaud-Alexandre Pitaval,et al.  Filtered-Prefix OFDM , 2019, IEEE Communications Letters.

[6]  Amer Baghdadi,et al.  Novel UF-OFDM Transmitter: Significant Complexity Reduction Without Signal Approximation , 2018, IEEE Transactions on Vehicular Technology.

[7]  Juha Yli-Kaakinen,et al.  Flexible fast-convolution implementation of single-carrier waveform processing for 5G , 2015, 2015 IEEE International Conference on Communication Workshop (ICCW).

[8]  Stefan Parkvall,et al.  5G New Radio: Unveiling the Essentials of the Next Generation Wireless Access Technology , 2018, IEEE Communications Standards Magazine.

[9]  Huseyin Arslan,et al.  Waveform design principles for 5G and beyond , 2016, 2016 IEEE 17th Annual Wireless and Microwave Technology Conference (WAMICON).

[10]  C. Muschallik,et al.  Improving an OFDM reception using an adaptive Nyquist windowing , 1996, 1996. Digest of Technical Papers., International Conference on Consumer Electronics.

[11]  Mikko Valkama,et al.  Transparent Tx and Rx Waveform Processing for 5G New Radio Mobile Communications , 2019, IEEE Wireless Communications.

[12]  Faouzi Bader,et al.  Reconfigurable filtered OFDM waveform for next generation air-to-ground communications , 2017, 2017 IEEE/AIAA 36th Digital Avionics Systems Conference (DASC).

[13]  Jun Tan,et al.  Analysis of NB-IoT Deployment in LTE Guard-Band , 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

[14]  Juha Yli-Kaakinen,et al.  Efficient fast-convolution based implementation of 5G waveform processing using circular convolution decomposition , 2017, 2017 IEEE International Conference on Communications (ICC).

[15]  Soo-Chang Pei,et al.  Split-radix generalized fast Fourier transform , 1996, Signal Process..

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

[17]  Rui Yang,et al.  Resource block Filtered-OFDM for future spectrally agile and power efficient systems , 2014, Phys. Commun..

[18]  Robert Bregovic,et al.  Multirate Systems and Filter Banks , 2002 .

[19]  Masahiro Umehira,et al.  Overlap-Windowed-DFTs-OFDM with Overlap FFT Filter-Bank for Flexible Uplink Access in 5G and Beyond , 2018, 2018 IEEE 88th Vehicular Technology Conference (VTC-Fall).

[20]  R. Rajbanshi,et al.  A sub-optimal sidelobe suppression technique for OFDM-based cognitive radios , 2008, MILCOM 2008 - 2008 IEEE Military Communications Conference.

[21]  Xingqin Lin,et al.  A Primer on 3GPP Narrowband Internet of Things , 2016, IEEE Communications Magazine.

[22]  Frank Schaich,et al.  Filter Optimization for Carrier-Frequency- and Timing-Offset in Universal Filtered Multi-Carrier Systems , 2015, 2015 IEEE 81st Vehicular Technology Conference (VTC Spring).

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

[24]  Mikko Valkama,et al.  Efficient Fast-Convolution-Based Waveform Processing for 5G Physical Layer , 2017, IEEE Journal on Selected Areas in Communications.

[25]  Juha Yli-Kaakinen,et al.  Fast-convolution implementation of filter bank multicarrier waveform processing , 2015, 2015 IEEE International Symposium on Circuits and Systems (ISCAS).

[26]  Juha Yli-Kaakinen,et al.  Multi-mode filter bank solution for broadband PMR coexistence with TETRA , 2014, 2014 European Conference on Networks and Communications (EuCNC).

[27]  Shendi Wang,et al.  Waveform performance for asynchronous wireless 5G uplink communications , 2016, 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[28]  P. Duhamel,et al.  `Split radix' FFT algorithm , 1984 .

[29]  Markku Renfors,et al.  Enhanced OFDM for fragmented spectrum use in 5G systems , 2015, Trans. Emerg. Telecommun. Technol..

[30]  Anass Benjebbour,et al.  Transparent spectral confinement approach for 5G , 2017, 2017 European Conference on Networks and Communications (EuCNC).

[31]  Xiqi Gao,et al.  Transceiver design for fast-convolution multicarrier systems in multipath fading channels , 2015, 2015 International Conference on Wireless Communications & Signal Processing (WCSP).

[32]  Masahiro Umehira,et al.  Performance analysis of overlap FFT filter-bank for dynamic spectrum access applications , 2010, 2010 16th Asia-Pacific Conference on Communications (APCC).

[33]  Mikko Valkama,et al.  Fast-convolution filtered OFDM waveforms with adjustable CP length , 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

[34]  Dominique Noguet,et al.  Advances in opportunistic radio technologies for TVWS , 2011, EURASIP J. Wirel. Commun. Netw..

[35]  Markku Renfors,et al.  Effective schemes for OFDM sidelobe control in fragmented spectrum use , 2013, 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[36]  P.-O. Anderson,et al.  Adjacent channel interference in an OFDM system , 1996, Proceedings of Vehicular Technology Conference - VTC.

[37]  Frank Schaich,et al.  Universal Filtered Multi-Carrier with Leakage-Based Filter Optimization , 2014 .

[38]  Jiming Chen,et al.  Narrowband Internet of Things: Implementations and Applications , 2017, IEEE Internet of Things Journal.

[39]  M. Shamim Hossain,et al.  Narrowband Internet of Things: Simulation and Modeling , 2018, IEEE Internet of Things Journal.

[40]  K. M. M. Prabhu,et al.  Radix-2 decimation-in-frequency algorithm for the computation of the real-valued FFT , 1999, IEEE Trans. Signal Process..

[41]  Mikko Valkama,et al.  Multiplierless Filtered-OFDM Transmitter for Narrowband IoT Devices , 2020, IEEE Internet of Things Journal.

[42]  Georges Bonnerot,et al.  Digital Processing Techniques in the 60 Channel Transmultiplexer , 1978, IEEE Trans. Commun..

[43]  Koichi Ishihara,et al.  A new flexible channel access scheme using overlap FFT filter-bank for dynamic spectrum access , 2009, 2009 15th Asia-Pacific Conference on Communications.

[44]  Rostom Zakaria,et al.  A Novel Filter-Bank Multicarrier Scheme to Mitigate the Intrinsic Interference: Application to MIMO Systems , 2012, IEEE Transactions on Wireless Communications.

[45]  I-Tai Lu,et al.  Out-of-band emission suppression techniques based on a generalized OFDM framework , 2014, EURASIP J. Adv. Signal Process..

[46]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

[47]  Helmut Bölcskei,et al.  Design of pulse shaping OFDM/OQAM systems for high data-rate transmission over wireless channels , 1999, 1999 IEEE International Conference on Communications (Cat. No. 99CH36311).

[48]  Frank Schaich,et al.  Waveform Contenders for 5G - Suitability for Short Packet and Low Latency Transmissions , 2014, 2014 IEEE 79th Vehicular Technology Conference (VTC Spring).

[49]  Dominique Noguet,et al.  A flexible FS-FBMC receiver for dynamic access in the TVWS , 2014, 2014 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM).

[50]  Daniel Roviras,et al.  PAPR reduction of post-OFDM waveforms contenders for 5G & Beyond using SLM and TR algorithms , 2018, 2018 25th International Conference on Telecommunications (ICT).

[51]  Yaohua Xu,et al.  Filtered-OFDM system performance research based on Nuttall's Blackman-Harris window , 2017, 2017 IEEE 17th International Conference on Communication Technology (ICCT).

[52]  Juha Yli-Kaakinen,et al.  Timing Offset Compensation in Fast-Convolution Filter Bank Based Waveform Processing , 2013, ISWCS.

[53]  Shu Hung Leung,et al.  A novel OFDM receiver with second order polynomial Nyquist window function , 2005, IEEE Commun. Lett..

[54]  Dominique Noguet,et al.  A flexible radio transceiver for TVWS based on FBMC , 2014, Microprocess. Microsystems.

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

[56]  Dimitri Ktenas,et al.  Block-filtered OFDM: A novel waveform for future wireless technologies , 2017, 2017 IEEE International Conference on Communications (ICC).

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

[58]  Robert Vallet,et al.  Fraction spaced Multi-Carrier modulation , 1995, Wirel. Pers. Commun..

[59]  Hüseyin Arslan,et al.  The Impact of Scheduling on Edge Windowing , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[60]  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..

[61]  Xi Zhang,et al.  Filtered-OFDM - Enabler for Flexible Waveform in the 5th Generation Cellular Networks , 2014, 2015 IEEE Global Communications Conference (GLOBECOM).

[62]  J. Tukey,et al.  An algorithm for the machine calculation of complex Fourier series , 1965 .

[63]  Mikko Valkama,et al.  FFT-Domain Signal Processing for Spectrally-Enhanced CP-OFDM Waveforms in 5G New Radio , 2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers.

[64]  Juha Yli-Kaakinen,et al.  Filtered multitone multicarrier modulation with partially overlapping sub-channels , 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

[65]  Hüseyin Arslan,et al.  Sidelobe suppression in OFDM-based spectrum sharing systems using adaptive symbol transition , 2008, IEEE Communications Letters.

[66]  Charles G. Boncelet A rearranged DFT algorithm requiring N2/6 multiplications , 1986, IEEE Trans. Acoust. Speech Signal Process..

[67]  Cagri Goken,et al.  Performance of edge windowing for OFDM under non-linear power amplifier effects , 2017, MILCOM 2017 - 2017 IEEE Military Communications Conference (MILCOM).

[68]  Juha Yli-Kaakinen,et al.  Fast-convolution implementation of linear equalization based multiantenna detection schemes , 2014, 2014 11th International Symposium on Wireless Communications Systems (ISWCS).

[69]  Hüseyin Arslan,et al.  Edge Windowing for OFDM Based Systems , 2011, IEEE Communications Letters.

[70]  Mikko Valkama,et al.  Optimized fast convolution based filtered-OFDM processing for 5G , 2017, 2017 European Conference on Networks and Communications (EuCNC).

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

[72]  Rahim Tafazolli,et al.  Filtered OFDM Systems, Algorithms, and Performance Analysis for 5G and Beyond , 2018, IEEE Transactions on Communications.

[73]  Gerhard Fettweis,et al.  A Study on the Link Level Performance of Advanced Multicarrier Waveforms Under MIMO Wireless Communication Channels , 2017, IEEE Transactions on Wireless Communications.

[74]  Rostom Zakaria,et al.  A novel FBMC scheme for Spatial Multiplexing with Maximum Likelihood detection , 2010, 2010 7th International Symposium on Wireless Communication Systems.

[75]  Friedrich Jondral,et al.  Spectrum pooling: an innovative strategy for the enhancement of spectrum efficiency , 2004, IEEE Communications Magazine.

[76]  Youngju Lee,et al.  Study and prototyping of practically large-scale mmWave antenna systems for 5G cellular devices , 2014, IEEE Communications Magazine.

[77]  Maurice G. Bellanger,et al.  FS-FBMC: An alternative scheme for filter bank based multicarrier transmission , 2012, 2012 5th International Symposium on Communications, Control and Signal Processing.

[78]  Juha Yli-Kaakinen,et al.  Optimization of Flexible Filter Banks Based on Fast Convolution , 2014, Journal of Signal Processing Systems.

[79]  Hanna Bogucka,et al.  Out-of-Band Power Reduction in NC-OFDM with Optimized Cancellation Carriers Selection , 2013, IEEE Communications Letters.

[80]  Xavier Mestre,et al.  The 5G candidate waveform race: a comparison of complexity and performance , 2017, EURASIP Journal on Wireless Communications and Networking.

[81]  F. Low Complete sets of wave packets , 1985 .

[82]  Mario Tanda,et al.  Frequency-spreading implementation of OFDM/OQAM systems , 2012, 2012 International Symposium on Wireless Communication Systems (ISWCS).

[83]  Daniel Roviras,et al.  Comparison of promising candidate waveforms for 5G: WOLA-OFDM versus BF-OFDM , 2017, 2017 International Symposium on Wireless Communication Systems (ISWCS).

[84]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[85]  Kyungwhoon Cheun,et al.  Millimeter-wave beamforming as an enabling technology for 5G cellular communications: theoretical feasibility and prototype results , 2014, IEEE Communications Magazine.

[86]  Frank Schaich,et al.  5GNOW: non-orthogonal, asynchronous waveforms for future mobile applications , 2014, IEEE Communications Magazine.

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

[88]  Liang Gu,et al.  5G Field Trials: OFDM-Based Waveforms and Mixed Numerologies , 2017, IEEE Journal on Selected Areas in Communications.

[89]  Juha Yli-Kaakinen,et al.  Advanced Low-Complexity Multicarrier Schemes Using Fast-Convolution Processing and Circular Convolution Decomposition , 2019, IEEE Transactions on Signal Processing.

[90]  Stefano Tomasin Overlap and save frequency domain DFE for throughput efficient single carrier transmission , 2005, 2005 IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications.

[91]  Thorsten Wild,et al.  Waveform contenders for 5G — OFDM vs. FBMC vs. UFMC , 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

[92]  Konstantinos N. Maliatsos,et al.  Interference versus filtering distortion trade‐offs in OFDM‐based cognitive radios , 2013, Trans. Emerg. Telecommun. Technol..

[93]  Maurice G. Bellanger,et al.  Specification and design of a prototype filter for filter bank based multicarrier transmission , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[94]  Juha Yli-Kaakinen,et al.  Analysis and Design of Efficient and Flexible Fast-Convolution Based Multirate Filter Banks , 2014, IEEE Transactions on Signal Processing.

[95]  Marie-Laure Boucheret,et al.  Fast convolution filter banks for satellite payloads with on-board processing , 1999, IEEE J. Sel. Areas Commun..

[96]  Juha Yli-Kaakinen,et al.  Fast-convolution filter bank approach for non-contiguous spectrum use , 2013, 2013 Future Network & Mobile Summit.

[97]  Juha Yli-Kaakinen,et al.  Channel Equalization in Fast-Convolution Filter Bank based Receivers for Professional Mobile Radio , 2014 .

[98]  Rui Yang,et al.  A resource block based filtered OFDM scheme and performance comparison , 2013, ICT 2013.

[99]  D. Roviras,et al.  WOLA-OFDM: A Potential Candidate for Asynchronous 5G , 2016, 2016 IEEE Globecom Workshops (GC Wkshps).

[100]  Antonio Manzalini,et al.  Horizon 2020 and Beyond: On the 5G Operating System for a True Digital Society , 2015, IEEE Vehicular Technology Magazine.

[101]  Johan Karlsson,et al.  Filter design with hard spectral constraints , 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

[102]  Hung-Wei Chen,et al.  Waveform optimization for OQAM-OFDM systems by using nonlinear programming algorithms , 1997, 1997 IEEE 47th Vehicular Technology Conference. Technology in Motion.

[103]  Markku Renfors,et al.  Enhanced OFDM techniques for fragmented spectrum use , 2013, 2013 Future Network & Mobile Summit.

[104]  Shin-Lin Shieh,et al.  5G New Radio: Waveform, Frame Structure, Multiple Access, and Initial Access , 2017, IEEE Communications Magazine.

[105]  C. Sidney Burrus,et al.  On computing the split-radix FFT , 1986, IEEE Trans. Acoust. Speech Signal Process..

[106]  G. Cherubini,et al.  Filtered multitone modulation for VDSL , 1999, Seamless Interconnection for Universal Services. Global Telecommunications Conference. GLOBECOM'99. (Cat. No.99CH37042).

[107]  Ming Jia,et al.  Filtered OFDM: A new waveform for future wireless systems , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[108]  Michael Schnell,et al.  Subcarrier weighting: a method for sidelobe suppression in OFDM systems , 2006, IEEE Communications Letters.

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

[110]  Richard E. Blahut,et al.  Fast algorithms and multidimensional convolutions , 2010 .

[111]  Chun Zhang,et al.  A fast frequency domain filter bank realization algorithm , 2000, WCC 2000 - ICSP 2000. 2000 5th International Conference on Signal Processing Proceedings. 16th World Computer Congress 2000.

[112]  Xi Zhang,et al.  On the Waveform for 5G , 2016, IEEE Communications Magazine.

[113]  Daniel Roviras,et al.  WOLA processing: A useful tool for windowed waveforms in 5G with relaxed synchronicity , 2017, 2017 IEEE International Conference on Communications Workshops (ICC Workshops).

[114]  Maurice G. Bellanger,et al.  FS-FBMC: A flexible robust scheme for efficient multicarrier broadband wireless access , 2012, 2012 IEEE Globecom Workshops.

[115]  Henk D. L. Hollmann,et al.  Implementation of "Split-radix" FFT algorithms for complex, real, and real symmetric data , 1985, ICASSP '85. IEEE International Conference on Acoustics, Speech, and Signal Processing.

[116]  Mikko Valkama,et al.  Efficient Fast-Convolution Implementation of Filtered CP-OFDM Waveform Processing for 5G , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[117]  H. Yamaguchi,et al.  Active interference cancellation technique for MB-OFDM cognitive radio , 2004, 34th European Microwave Conference, 2004..

[118]  Tao Jiang,et al.  Extended Active Interference Cancellation for Sidelobe Suppression in Cognitive Radio OFDM Systems With Cyclic Prefix , 2010, IEEE Transactions on Vehicular Technology.

[119]  Fredrik Tufvesson,et al.  5G: A Tutorial Overview of Standards, Trials, Challenges, Deployment, and Practice , 2017, IEEE Journal on Selected Areas in Communications.

[120]  Yejun He,et al.  A Filtered OFDM Using FIR Filter Based on Window Function Method , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[121]  H. V. Sorensen,et al.  A new efficient algorithm for computing a few DFT points , 1988, 1988., IEEE International Symposium on Circuits and Systems.

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

[123]  Stefan H. Müller-Weinfurtner Optimum Nyquist windowing in OFDM receivers , 2001, IEEE Trans. Commun..

[124]  J. Lodge,et al.  Optimal pulse shape design for OFDM transmission with few subcarriers , 1995, Proceedings 1995 Canadian Conference on Electrical and Computer Engineering.

[125]  Tommy Svensson,et al.  A Preliminary Study on Waveform Candidates for 5G Mobile Radio Communications above 6 GHz , 2016, 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring).

[126]  Frank Schaich,et al.  Computational complexity analysis of advanced physical layers based on multicarrier modulation , 2011, 2011 Future Network & Mobile Summit.

[127]  Chung-I Tan,et al.  A Passion for Physics: Essays in Honor of Geoffrey Chew , 1986 .

[128]  Juha Yli-Kaakinen,et al.  Phase-Noise Analysis of Overlapping Filtered Multitone Waveforms in Millimeter-Wave Radio Systems , 2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers.

[129]  Michel Robert,et al.  Overview of narrowband IoT in LTE Rel-13 , 2016, 2016 IEEE Conference on Standards for Communications and Networking (CSCN).

[130]  Alexander M. Wyglinski,et al.  Sidelobe Suppression for OFDM-Based Cognitive Radios Using Constellation Expansion , 2008, 2008 IEEE Wireless Communications and Networking Conference.

[131]  Helmut Bölcskei,et al.  Orthogonalization of OFDM/OQAM pulse shaping filters using the discrete Zak transform , 2003, Signal Process..

[132]  Frank Schaich,et al.  FANTASTIC-5G: flexible air interface for scalable service delivery within wireless communication networks of the 5th generation , 2016, Trans. Emerg. Telecommun. Technol..

[133]  Markku Renfors,et al.  Orthogonal Waveforms and Filter Banks for Future Communication Systems , 2017 .

[134]  Jun Xu,et al.  Narrowband Internet of Things: Evolutions, Technologies, and Open Issues , 2018, IEEE Internet of Things Journal.

[135]  Mohamed Abdallah,et al.  Revisiting active cancellation carriers for shaping the spectrum of OFDM-based Cognitive Radios , 2009, 2009 IEEE Sarnoff Symposium.

[136]  Hitoshi Kiya,et al.  Extended overlap-add and -save methods for multirate signal processing , 1997, IEEE Trans. Signal Process..

[137]  H. Murakami,et al.  Real-valued decimation-in-time and decimation-in-frequency algorithms , 1994 .

[138]  Tho Le-Ngoc,et al.  Enabling 5G mobile wireless technologies , 2015, EURASIP Journal on Wireless Communications and Networking.

[139]  Mikko Valkama,et al.  Look-Up Table Based Implementation of Ultra-Low Complexity Narrowband OFDM Transmitters , 2019, 2019 16th International Symposium on Wireless Communication Systems (ISWCS).

[140]  Markku Renfors,et al.  Highly adjustable multirate digital filters based on fast convolution , 2011, 2011 20th European Conference on Circuit Theory and Design (ECCTD).

[141]  M. Schnell,et al.  Reduction of out-of-band radiation in OFDM based overlay systems , 2005, First IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, 2005. DySPAN 2005..

[142]  Zoran Cvetkovic Oversampled modulated filter banks and tight Gabor frames in l/sup 2/(Z) , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.

[143]  Juha Yli-Kaakinen,et al.  Optimized Reconfigurable Fast Convolution-Based Transmultiplexers for Flexible Radio Access , 2018, IEEE Transactions on Circuits and Systems II: Express Briefs.

[144]  Sae-Young Chung,et al.  Combined Subband-Subcarrier Spectral Shaping in Multi-Carrier Modulation Under the Excess Frame Length Constraint , 2017, IEEE Journal on Selected Areas in Communications.

[145]  Michael Faulkner,et al.  The effect of filtering on the performance of OFDM systems , 2000, IEEE Trans. Veh. Technol..

[146]  Pierre Duhamel,et al.  Implementation of "Split-radix" FFT algorithms for complex, real, and real-symmetric data , 1986, IEEE Trans. Acoust. Speech Signal Process..

[147]  Juha Yli-Kaakinen,et al.  Optimized burst truncation in fast-convolution filter bank based waveform generation , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

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

[149]  F.K. Jondral,et al.  Mutual interference in OFDM-based spectrum pooling systems , 2004, 2004 IEEE 59th Vehicular Technology Conference. VTC 2004-Spring (IEEE Cat. No.04CH37514).

[150]  Frank Schaich,et al.  Universal-filtered multi-carrier technique for wireless systems beyond LTE , 2013, 2013 IEEE Globecom Workshops (GC Wkshps).

[151]  Norman C. Beaulieu,et al.  On the effects of receiver windowing on OFDM performance in the presence of carrier frequency offset , 2007, IEEE Transactions on Wireless Communications.

[152]  Amer Baghdadi,et al.  Flexible Air iNTerfAce for Scalable service delivery wiThin wIreless Communication networks of the 5th Generation (FANTASTIC-5G) , 2016 .

[153]  M. Borgerding,et al.  Turning overlap-save into a multiband mixing, downsampling filter bank , 2006 .