Time-Frequency Warped Waveforms for Well-Contained Massive Machine Type Communications

Ibrahim, Mostafa; Arslan, Huseyin; Cirpan, Hakan Ali; Ekin, Sabit

doi:10.1109/jsac.2023.3275622

Title: Time-Frequency Warped Waveforms for Well-Contained Massive Machine Type Communications

Journal Article · 12 May 2023 · IEEE Journal on Selected Areas in Communications

DOI: https://doi.org/10.1109/jsac.2023.3275622 · OSTI ID:2350759

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Oklahoma State Univ., Stillwater, OK (United States)
Istanbul Medipol University (Turkey)
Istanbul Technical University (Turkey)
Texas A & M Univ., College Station, TX (United States)

Herein this paper proposes a novel time-frequency warped waveform for short symbols, massive machine-type communication (mMTC), and internet of things (IoT) applications. The waveform is composed of asymmetric raised cosine (RC) pulses to increase the signal containment in time and frequency domains. The waveform has low power tails in the time domain, hence better performance in the presence of delay spread and time offsets. The time-axis warping unitary transform is applied to control the waveform occupancy in time-frequency space and to compensate for the usage of high roll-off factor pulses at the symbol edges. The paper explains a step-by-step analysis for determining the roll-off factors profile and the warping functions. Gains are presented over the conventional Zero-tail Discrete Fourier Transform-spread-Orthogonal Frequency Division Multiplexing (ZT-DFT-s-OFDM), and Cyclic prefix (CP) DFT-s-OFDM schemes in the simulations section.

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Research Organization:: Texas A & M Univ., College Station, TX (United States)

Sponsoring Organization:: USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR); National Science Foundation (NSF)

Grant/Contract Number:: SC0023957; 1923295

OSTI ID:: 2350759

Journal Information:: IEEE Journal on Selected Areas in Communications, Vol. 41, Issue 6; ISSN 0733-8716

Publisher:: IEEECopyright Statement

Country of Publication:: United States

Language:: English

References (29)

Ultrasonic guided-waves characterization with Warped Frequency Transforms De Marchi, L.; Caporale, S.; Speciale, N. 2008 IEEE Ultrasonics Symposium https://doi.org/10.1109/ULTSYM.2008.0046	conference	November 2008
Deep Reinforcement Learning for Multiagent Systems: A Review of Challenges, Solutions, and Applications Nguyen, Thanh Thi; Nguyen, Ngoc Duy; Nahavandi, Saeid IEEE Transactions on Cybernetics, Vol. 50, Issue 9 https://doi.org/10.1109/TCYB.2020.2977374	journal	September 2020
Estimation of the frequency dependent reverberation time by means of warped filter-banks Lollmann, Heinrich W.; Vary, Peter 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) https://doi.org/10.1109/ICASSP.2011.5946402	conference	May 2011
Mastering the game of Go without human knowledge Silver, David; Schrittwieser, Julian; Simonyan, Karen Nature, Vol. 550, Issue 7676 https://doi.org/10.1038/nature24270	journal	October 2017
Embracing Complexity: Agent-Based Modeling for HetNets Design and Optimization via Concurrent Reinforcement Learning Algorithms Ibrahim, Mostafa; Hashmi, Umair Sajid; Nabeel, Muhammad IEEE Transactions on Network and Service Management, Vol. 18, Issue 4 https://doi.org/10.1109/TNSM.2021.3121282	journal	December 2021
On the Potential of Zero-Tail DFT-Spread-OFDM in 5G Networks Berardinelli, Gilberto; Tavares, Fernando M. L.; Sorensen, Troels B. 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall) https://doi.org/10.1109/VTCFall.2014.6966089	conference	September 2014
Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges Xiong, Zehui; Zhang, Yang; Niyato, Dusit IEEE Vehicular Technology Magazine, Vol. 14, Issue 2 https://doi.org/10.1109/MVT.2019.2903655	journal	June 2019
Pruning the decimation in-time FFT algorithm Skinner, D. IEEE Transactions on Acoustics, Speech, and Signal Processing, Vol. 24, Issue 2 https://doi.org/10.1109/TASSP.1976.1162782	journal	April 1976
High-resolution narrow-band spectra by FFT pruning Sreenivas, T.; Rao, P. IEEE Transactions on Acoustics, Speech, and Signal Processing, Vol. 28, Issue 2 https://doi.org/10.1109/TASSP.1980.1163376	journal	April 1980
Reinforcement Learning: A Survey Kaelbling, L. P.; Littman, M. L.; Moore, A. W. Journal of Artificial Intelligence Research, Vol. 4 https://doi.org/10.1613/jair.301	journal	January 1996
Two-Dimensional Warping for One-Dimensional Signals—Conceptual Framework and Application to ECG Processing Schmidt, Martin; Baumert, Mathias; Porta, Alberto IEEE Transactions on Signal Processing, Vol. 62, Issue 21 https://doi.org/10.1109/TSP.2014.2354313	journal	November 2014
FFT pruning Markel, J. IEEE Transactions on Audio and Electroacoustics, Vol. 19, Issue 4 https://doi.org/10.1109/TAU.1971.1162205	journal	December 1971
Latency Critical IoT Applications in 5G: Perspective on the Design of Radio Interface and Network Architecture Schulz, Philipp; Matthe, Maximilian; Klessig, Henrik IEEE Communications Magazine, Vol. 55, Issue 2 https://doi.org/10.1109/MCOM.2017.1600435CM	journal	February 2017
Time–Frequency Warped Waveforms Ibrahim, Mostafa; Demir, Ali Fatih; Arslan, Huseyin IEEE Communications Letters, Vol. 23, Issue 1 https://doi.org/10.1109/LCOMM.2018.2882498	journal	January 2019
Time-Asymmetric and Subcarrier-Specific Pulse Shaping in OFDM-Based Waveforms Guvenkaya, Ertugrul; Bala, Erdem; Yang, Rui IEEE Transactions on Vehicular Technology, Vol. 64, Issue 11 https://doi.org/10.1109/TVT.2014.2380356	journal	November 2015
Asymmetric Transmit-Windowing for Low-Latency and Robust OFDM Taheri, Tayebeh; Nilsson, Rickard; van de Beek, Jaap 2016 IEEE Globecom Workshops (GC Wkshps) https://doi.org/10.1109/GLOCOMW.2016.7848842	conference	December 2016
Unitary equivalence: a new twist on signal processing Baraniuk, R. G.; Jones, D. L. IEEE Transactions on Signal Processing, Vol. 43, Issue 10 https://doi.org/10.1109/78.469861	journal	January 1995
A Simplex Method for Function Minimization Nelder, J. A.; Mead, R. The Computer Journal, Vol. 7, Issue 4 https://doi.org/10.1093/comjnl/7.4.308	journal	January 1965
Pulse-shaping filters with ISI-free matched and unmatched filter properties Demeechai, T. IEEE Transactions on Communications, Vol. 46, Issue 8 https://doi.org/10.1109/26.705392	journal	January 1998
A family of pulse-shaping filters with ISI-free matched and unmatched filter properties Xia, Xiang-gen IEEE Transactions on Communications, Vol. 45, Issue 10 https://doi.org/10.1109/26.634674	journal	October 1997
Zero Tail Filter Bank Spread OFDM Ibrahim, Mostafa; Arslan, Huseyin MILCOM 2016 - 2016 IEEE Military Communications Conference https://doi.org/10.1109/MILCOM.2016.7795408	conference	November 2016
Fast Fourier Transforms for Nonequispaced Data Dutt, A.; Rokhlin, V. SIAM Journal on Scientific Computing, Vol. 14, Issue 6 https://doi.org/10.1137/0914081	journal	November 1993
Efficient computation of the DFT with only a subset of input or output points Sorensen, H. V.; Burrus, C. S. IEEE Transactions on Signal Processing, Vol. 41, Issue 3 https://doi.org/10.1109/78.205723	journal	March 1993
A Design of Variable Digital Filters Based on FRM Technique and Frequency Warping Chen, Yang; Ma, Tong; Wei, Ying 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP) https://doi.org/10.1109/ICDSP.2018.8631608	conference	November 2018
Discrete frequency warped wavelets: theory and applications Evangelista, G.; Cavaliere, S. IEEE Transactions on Signal Processing, Vol. 46, Issue 4 https://doi.org/10.1109/78.668543	journal	April 1998
5GNOW: non-orthogonal, asynchronous waveforms for future mobile applications Wunder, Gerhard; Jung, Peter; Kasparick, Martin IEEE Communications Magazine, Vol. 52, Issue 2 https://doi.org/10.1109/MCOM.2014.6736749	journal	February 2014
Machine type communications: key drivers and enablers towards the 6G era Mahmood, Nurul Huda; Böcker, Stefan; Moerman, Ingrid EURASIP Journal on Wireless Communications and Networking, Vol. 2021, Issue 1 https://doi.org/10.1186/s13638-021-02010-5	journal	June 2021
A Survey on Low Latency Towards 5G: RAN, Core Network and Caching Solutions Parvez, Imtiaz; Rahmati, Ali; Guvenc, Ismail IEEE Communications Surveys & Tutorials, Vol. 20, Issue 4 https://doi.org/10.1109/COMST.2018.2841349	journal	January 2018
A Preliminary Study on Waveform Candidates for 5G Mobile Radio Communications above 6 GHz Zaidi, Ali A.; Luo, Jian; Gerzaguet, Robin 2016 IEEE 83rd Vehicular Technology Conference (VTC Spring) https://doi.org/10.1109/VTCSpring.2016.7504096	conference	May 2016

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42 ENGINEERING
6G and beyond
waveform
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Title: Time-Frequency Warped Waveforms for Well-Contained Massive Machine Type Communications

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