Abstract
The number of wireless devices, as well as their traffic volumes, is constantly growing, which degrades the quality of service. To combat this problem, the new Wi-Fi 6 (IEEE 802.11ax) standard introduces the orthogonal frequency division multiple access (OFDMA) mechanism, which allows coordinated multiuser frequency division transmissions. In addition, there is another user multiplexing mechanism, non-orthogonal multiple access (NOMA), that allows transmitting on the same frequencies simultaneously and separating different signals by power level. This paper considers the joint usage of these mechanisms for uplink transmissions in Wi-Fi 6 networks and sets the problem of optimal radio resource allocation between the users to maximize some utility functions, for example, the geometric mean throughput. To solve it, we propose an algorithm that takes into account the channel frequency selectivity and uses OFMDA and NOMA simultaneously. It is shown that the joint usage of OFDMA and NOMA can significantly increase the network throughput and reduce delays.
Notes
In the downlink channel this method was available starting from IEEE 802.11ac.
REFERENCES
IEEE P802.11ax Standard for Information Technology Telecommunications and information exchange between systems Local and metropolitan area networks Specific requirements Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications Amendment 1: Enhancements for High-Efficiency WLAN. 2021.
E. Khorov, A. Kureev, and I. Levitsky, “NOMA Testbed on Wi-Fi,” in Proc. 29th Annual Int. IEEE Symp. Personal, Indoor and Mobile Radio Commun. (PIMRC), Bologna, 2018 (IEEE, New York, 2018), pp. 1153–1154. https://doi.org/10.1109/PIMRC.2018.8580931
E. Khorov, A. Kureev, I. Levitsky, and I. F. Akyildiz, “Prototyping and experimental study of non-orthogonal multiple access in Wi-Fi networks,” IEEE Network 34 (4), 210–217 (2020). https://doi.org/10.1109/MNET.011.1900498
R. Zlobin, A. Kureev, and E. Khorov, “Receiver design and frame format for uplink NOMA in Wi-Fi,” in IEEE Virt. Conf. on Computer Communications Workshops, May 2–5, 2022 (IEEE, New York, 2022), pp. 1–2. https://doi.org/10.1109/INFOCOMWKSHPS54753.2022.9797985
E. Khorov, A. Kureev, I. Levitsky, and I. F. Akyildiz, “A phase noise resistant constellation rotation method and its experimental validation for NOMA Wi-Fi,” IEEE J. Sel. Areas Commun. 40 (4), 1346–1354 (2022). https://doi.org/10.1109/JSAC.2022.3143236
J. Ketonen, M. Juntti, and J. R. Cavallaro, “Performance–complexity comparison of receivers for a LTE MIMO–OFDM system?,” IEEE Trans. Signal Process. 58, 3360–3372 (2010). https://doi.org/10.1109/TSP.2010.2044290
W. A. Al-Hussaibi and A. H. Falah, “Performance-complexity tradeoffs of MIMO-NOMA receivers towards green wireless networks,” in IEEE 30th Annual Int. Symp. Personal, Indoor and Mobile Radio Commun. (PIMRC), IEEE, Istanbul, Turkey, Sept. 8–11, 2019 (IEEE, New York, 2019), pp. 1–6. https://doi.org/10.1109/PIMRC.2019.8904383
S. Schelstraete, “Implicit sounding overhead analysis,” (IEEE, 2019). https://mentor.ieee.org/802.11/ dcn/19/11-19-1268-00-00be-implicit-sounding-overhead-analysis.pptx.
M. S. Ali, H. Tabassum, and E. Hossain, “Dynamic user clustering and power allocation for uplink and downlink non-orthogonal multiple access (NOMA) systems,” IEEE Access 4, 6325–6343 (2016). https://doi.org/10.1109/ACCESS.2016.2604821
A. Li, A. Benjebbour, X. Chen, H. Jiang, and H. Kayama, “Uplink non-orthogonal multiple access (NOMA) with single-carrier frequency division multiple access (SC-FDMA) for 5G systems,” IEICE Trans. Commun. 98, 1426–1435 (2015). https://doi.org/10.1587/transcom.E98.B.1426
C. Xu, M. Wu, Y. Xu, and Y. Xu, “Shortest uplink scheduling for NOMA-based industrial wireless networks,” IEEE Syst. J. 14, 5384–5395 (2020). https://doi.org/10.1109/JSYST.2020.2971499
O. Sharon and Y. Alpert, “Scheduling strategies and throughput optimization for the uplink for IEEE 802.11ax and IEEE 802.11ac based networks,” Wireless Sensor Network 9, 250 (2017). https://doi.org/10.4236/wsn.2017.98014
D. Bankov, A. Didenko, E. Khorov, and A. Lyakhov, “OFDMA uplink scheduling in IEEE 802.11ax networks,” in 2018 IEEE Int. Conf. Commun. (ICC), Kansas City, MO, USA, May 20–24, 2018 (IEEE, New York, 2018), pp. 1–6. https://doi.org/10.1109/ICC.2018.8422767
S. Tutelian, D. Bankov, D. Shmelkin, and E. Khorov, “IEEE 802.11ax OFDMA resource allocation with frequency-selective fading,” Sensors 21, 6099 (2021). https://doi.org/10.3390/s21186099
K. Wang and K. Psounis, “Efficient scheduling and resource allocation in 802.11ax multi-user transmissions,” Comput. Commun. 152, 171–186 (2020). https://doi.org/10.1016/j.comcom.2020.01.010
H. S. Ghazi and K. Wesołowski, “Uplink NOMA scheme for Wi-Fi applications,” Int. J. Electron. Telecommun. 64, 481–485 (2018). https://doi.org/10.24425/123549
J. Montalban, E. Iradier, P. Angueira, O. Seijo, and I. Val, “NOMA-based 802.11n for industrial automation,” IEEE Access, 8, 168546–168557 (2020). https://doi.org/10.1109/ACCESS.2020.3023275
Y. Kwon, H. Baek, and J. Lim, “Uplink NOMA using power allocation for UAV-aided CSMA/CA networks,” IEEE Syst. J. 15, 2378–2381 (2020). https://doi.org/10.1109/JSYST.2020.3028884
B. S. Pavan and V. P. Harigovindan, “A novel channel access scheme for NOMA based IEEE 802.11 WLAN,” Sādhanā 46, 144 (2021). https://doi.org/10.1007/s12046-021-01669-2
K. Oteri, “Power control for multi-user transmission in 802.11ax,” (IEEE, 2016). https://mentor.ieee.org/ 802.11/dcn/16/11-16-0331-01-00ax-power-control-for-multi-usertransmission-in-802-11ax.pptx.
A. Zafar, M. Shaqfeh, M. S. Alouini, and H. Alnuweiri, “On multiple users scheduling using superposition coding over Rayleigh fading channels,” IEEE Commun. Lett. 17, 733–736 (2013). https://doi.org/10.1109/LCOMM.2013.021213.122465
N. Otao, Y. Kishiyama, and K. Higuchi, “Performance of non-orthogonal multiple access with SIC in cellular downlink using proportional fair-based resource allocation,” IEICE Trans. Commun. 98, 344–351 (2015). https://doi.org/10.1587/transcom.e98.b.344
Z. Hanzaz and H. D. Schotten, “Analysis of effective SINR mapping models for MIMO OFDM in LTE system,” in Proc. 9th Int. Wireless Commun. & Mobile Computing Conf. (IWCMC), Sardinia, Italy, 2013 (IEEE, New York, 2013), pp. 1509–1515. https://doi.org/10.1109/IWCMC.2013.6583780
Breit G. TGac channel model addendum. IEEE, 2009. Access mode: https://mentor.ieee.org/802.11/ dcn/09/11-09-0308-03-00ac-tgac-channel-model-addendumdocument.doc
J. Liu, “TGax channel model,” (IEEE, 2014). https://mentor.ieee.org/802.11/dcn/14/11-14-0882-04-00ax-tgax-channel-model-document.docx.
S. Merlin, “TGax simulation scenarios,” (IEEE, 2015). https://mentor.ieee.org/802.11/dcn/14/11-14-0980-14-00ax-simulationscenarios.docx
E. O. Endovitskiy, A. A. Kureev, I. A. Levitsky, S. A. Tutelian, and E. M. Khorov, “Performance evaluation of downlink non-orthogonal multiple access in Wi-Fi networks,” J. Commun. Technol. Electron. 66, 1485 ̶ 1490 (2021). https://doi.org/10.1134/S106422692112007X
Funding
The work was carried out at the Kharkevich Institute for Information Transmission Problems of the Russian Academy of Sciences and was supported by the Russian Science Foundation, project no. 21-19-00846.
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Translated by E. Oborin
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Tutelian, S.A., Khorov, E.M. Joint Usage of OFDMA and NOMA for Uplink Transmissions in Wi-Fi Networks. J. Commun. Technol. Electron. 67 (Suppl 2), S222–S232 (2022). https://doi.org/10.1134/S1064226922140108
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DOI: https://doi.org/10.1134/S1064226922140108