Zipf distribution power allocation approach for NOMA Systems
Abstract
L'accès multiple non orthogonal ( NOMA ) a reçu une attention considérable pour le développement des réseaux sans fil 5G et au-delà. Power-domain NOMA fonctionne sur le concept d'attribution de niveaux de puissance variables aux utilisateurs dans la même fréquence et le même temps bloc. Dans cet article, nous proposons une nouvelle approche d'allocation de puissance qui utilise la loi de distribution Zipf qui satisfait la condition de base d'un système NOMA. Le Zipf PA se caractérise par la simplicité et la facilité de mise en œuvre qui permet d'étendre la capacité du système à prendre en charge un grand nombre d'utilisateurs. Les résultats numériques montrent que le système atteint un débit et une efficacité énergétique élevés sans aucune contrainte d'optimisation des paramètres, ainsi qu'une capacité améliorée en augmentant le nombre d'utilisateurs par rapport au système NOMA avec les techniques d'allocation de puissance existantes.
References
Suvra Sekhar Das and Ramjee Prasad,” Evolution of Air Interface Towards 5G Radio Access Technology and Performance Analysis”, River Publishers,2018.
ANDREA S. MARCANO , AND HENRIK L. CHRISTIANSEN, “Impact of NOMA on Network Capacity Dimensioning for 5G HetNets”, IEEE Access, vol.6,p.13587 – 13603,2018.
Athanasios G. KanatasKonstantina S. NikitaPanagiotis Mathiopoulos, “New Directions in Wireless Communications Systems From Mobile to 5G”, by Taylor & Francis Group, LLC,2018.
Mosa Ali Abu-Rghef, “5G Physical Layer Technologies”, John Wiley & Sons Ltd, 2020
Saad Z. Asif, “5G Mobile Communications Concepts and Technologies”,Taylor & Francis Group, LLCCRC Press is an imprint of Taylor & Francis Group, an Informa business,2019.
Samer S. Saab,Joe Khalife,and Rayana H. Jaafar,” A Multiple-Access Time and Frequency Spectrum-Spreading Modulation”,Wireless Communications and Mobile computing,Hindawi,2018.
Mojtaba Vaezi, Zhiguo Ding ,H. Vincent Poor, “Multiple Access Techniques for 5G Wireless Networks and Beyond”, Springer International Publishing AG, part of Springer Nature ,2019.
Zeng, Jie, Su, Xin, Ren, Bin and Liang, Lin. Multiple Access Technologies for 5G: New Approaches and Insight, Berlin, Boston: De Gruyter, 2021. https://doi.org/10.1515/9783110666366
Yuanwei Liu, Zhijin Qin, Zhiguo Ding,”Non-Orthogonal Multiple Access for Massive Connectivity”,Springer Briefs in Computer Science,2020.
Harshita Mathur,T. Deepa,” A Survey on Advanced Multiple Access Techniques for 5G and Beyond Wireless Communications”,springer Wireless Personal Communications ,118:1775–1792,2021.
Yifei Yuan, Zhifeng Yuan,”5G new radio non-orthogonal multiple access”,CRC Press, 2023.
Marie Rita Hojeij. “Resource allocation techniques for non-orthogonal multiple access systems.” Net-working and Internet Architecture [cs.NI]. Ecole nationale supérieure Mines-Télécom Atlantique, 2018.
L. Lei, D. Yuan, C. K. Ho, and S. Sun, Joint optimization of power and channel allocation with non-orthogonal multiple access for 5G cellular systems, in IEEE Global Communications Conference (GLOBECOM), Dec. 2015.
Bhardwaj L, Mishra RK, Shankar R. Sum rate capacity of non-orthogonal multiple access scheme with optimal power allocation. The Journal of Defense Modeling and Simulation. 2022;19(4):759-769. doi:10.1177/1548512920983531
Ahlem Haddad, Amor Nafkha, Faouzi Bader, Djamel Slimani,”Users’ Power Multiplexing Limitations in NOMA System over Gaussian Channel”,The IEEE 8th International Conference on Wireless Networks and Mobile Communications (WINCOM’2020), Reïms, France. Oct 2020.
Asif Mahmood , Mohamed Marey , Moustafa M. Nasralla , Maged A. Esmail ,Hala Mostafa ,” Secure PD-NOMA with Multi-User Cooperation and User Clustering in Both Uplink and Downlink PD-NOMA”, Electronics ,2022.11, 2153.
Sanjana T,Suma M N,”Investigation of power allocation schemes in NOMA”, International Journal of Electronics,2021, DOI: 10.1080/00207217.2021.1939434
Wajd Fahad Alghasmari , Laila Nassef, “Optimal Power Allocation in Downlink Non-Orthogonal Multiple Access (NOMA)”, (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 12, No. 2, 2021.
Wali Ullah Khan , Zhiyuan Yu, Shanshan Yu, Guftaar Ahmad Sardar Sidhu, Ju Liu, “Efficient power allocation in downlink multicell multi-user NOMA networks”, IET Commun, Vol. 13 Iss. 4, pp. 396-402 ,2019.
Sepehr Rezvani, Eduard A. Jorswieck,Roghayeh Joda, Halim Yanikomeroglu,” Optimal Power Allocation in Downlink Multicarrier NOMA Systems: Theory and Fast Algorithms”, November 2021.
Cui, J., Liu, Y., Ding, Z., Fan, P., & Nallanathan, A” QoE-based Resource Allocation for Multi-cell NOMA Networks”, IEEE Transactions on Wireless Communications, 2018.
Shanshan Yu, Wali Ullah Khan, Xiaoqing Zhang, Ju Liu,”Optimal power allocation for NOMA-enabled D2D communication with imperfect SIC decoding”,PhysicalCommunication,Volume 46,2021,101296, ISSN 1874-4907,
Feng, LiFu, Xiaobin,Tang, Zhen, Xiao, Pingping, “Power Allocation Intelligent Optimization for Mobile NOMA Communication SystemSP”,Journal of Advanced Transportation,Hindawi,2022.
Marcano, A., & Christiansen, H. L. Impact of NOMA on network capacity dimensioning for 5G HetNets. IEEE Access, 6, 13587 – 13603,2018.
Abhay Mohan,” NON-ORTHOGONAL MULTIPLE ACCESS”, M.TECH SEMINAR REPORT,January 2017.DOI: 10.13140/RG.2.2.35859.89126.
Z. Ding, X. Lei, G. K. Karagiannidis, R. Schober, J. Yuan and V. K. Bhargava, "A Survey on Non-Orthogonal Multiple Access for 5G Networks: Research Challenges and Future Trends," in IEEE Journal on Selected Areas in Communications, vol. 35, no. 10, pp. 2181-2195, Oct. 2017, doi: 10.1109/JSAC.2017.2725519
S. Chinnadurai, P. Selvaprabhu and M. H. Lee, "A novel joint user pairing and dynamic power allocation scheme in MIMO-NOMA system,"2017 International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Korea (South), 2017, pp. 951-953, doi: 10.1109/ICTC.2017.8190822.
B. Narottama and S. Y. Shin, "Dynamic Power Allocation for Non-Orthogonal Multiple Access with User Mobility,"2019 IEEE 10th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), Vancouver, BC, Canada, 2019, pp. 0442-0446, doi: 10.1109/IEMCON.2019.8936269.
Abhinav Kumar Singh*, Bikash Chandra Sahana ,” Improved Dynamic Power Allocation Scheme for Massive Connectivity in NOMA S”, Mathematical Modelling of Engineering Problems,Vol. 9, No. 5, October, 2022, pp. 1415-1422.
Yang, Z., Ding, Z., Fan, P., & Al-Dhahir, N. (2017). The Impact of Power Allocation on Cooperative Non-orthogonal Multiple Access Networks With SWIPT. Wireless Communications, IEEE Transactions on. doi.org/10.1109/TWC.2017.2697380
M. Baghani, S. Parsaeefard, M. Derakhshani and W. Saad, "Dynamic Non-Orthogonal Multiple Access and Orthogonal Multiple Access in 5G Wireless Networks," in IEEE Transactions on Communications, vol. 67, no. 9, pp. 6360-6373, Sept. 2019, doi: 10.1109/TCOMM.2019.2919547.
J. Mei, L. Yao, H. Long and K. Zheng, "Joint user pairing and power allocation for downlink non-orthogonal multiple access systems,"2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, 2016, pp. 1-6, doi: 10.1109/ICC.2016.7510914.
W. Bai, T. Yao, H. Zhang and V. C. M. Leung, "Research on Channel Power Allocation of Fog Wireless Access Network Based on NOMA," in IEEE Access, vol. 7, pp. 32867-32873, 2019, doi: 10.1109/ACCESS.2019.2901740.
Leon-Garcia,Alberto“Electric engineering--Mathematics.2. Probabilities. 3. Stochastic processes. I”. Probability and random processes for electrical engineering. II. Title.
F. Fang, H. Zhang, J. Cheng and V. C. M. Leung, "Energy-Efficient Resource Allocation for Downlink Non-Orthogonal Multiple Access Network," in IEEE Transactions on Communications, vol. 64, no. 9, pp. 3722-3732, Sept. 2016, doi: 10.1109/TCOMM.2016.2594759.
T. M. C. Chu and H. -J. Zepernick, "Outage probability and secrecy capacity of a non-orthogonal multiple access system," 2017 11th International Conference on Signal Processing and Communication Systems (ICSPCS), Surfers Paradise, Australia, 2017, pp. 1-6, doi: 10.1109/ICSPCS.2017.8270504.
Y. Liu et al., "Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G," in IEEE Journal on Selected Areas in Communications, vol. 40, no. 4, pp. 1037-1071, April 2022, doi: 10.1109/JSAC.2022.3145234.
S. Lim and K. Ko, "Non-orthogonal multiple access (NOMA) to enhance capacity in 5G", Int. J. Contents, vol. 11, no. 4, pp. 38-43, Dec. 2015.
O. Maraqa, A. S. Rajasekaran, S. Al-Ahmadi, H. Yanikomeroglu and S. M. Sait, "A Survey of Rate-Optimal Power Domain NOMA With Enabling Technologies of Future Wireless Networks," in IEEE Communications Surveys & Tutorials, vol. 22, no. 4, pp. 2192-2235, Fourthquarter 2020, doi: 10.1109/COMST.2020.3013514.
A. Mahmood, S. Khan, S. Hussain and M. Zeeshan, "Performance Analysis of Multi-User Downlink PD-NOMA Under SUI Fading Channel Models," in IEEE Access, vol. 9, pp. 52851-52859, 2021, doi: 10.1109/ACCESS.2021.3070147.
S. Sen, N. Santhapuri, R. R. Choudhury and S. Nelakuditi, "Successive Interference Cancellation: Carving Out MAC Layer Opportunities," in IEEE Transactions on Mobile Computing, vol. 12, no. 2, pp. 346-357, Feb. 2013, doi: 10.1109/TMC.2012.17.
R. Campello, G. Carlini, C. E. C. Souza, C. Pimentel and D. P. B. Chaves, "Successive Interference Cancellation Decoding With Adaptable Decision Regions for NOMA Schemes," in IEEE Access, vol. 10, pp. 2051-2062, 2022, doi: 10.1109/ACCESS.2021.3137994.
H. S. Ghazi and K. W. Wesołowski, "Improved Detection in Successive Interference Cancellation NOMA OFDM Receiver," in IEEE Access, vol. 7, pp. 103325-103335, 2019, doi: 10.1109/ACCESS.2019.2931809
Ahmed, M. A., Baz, A., & Tsimenidis, C. C. (2020). Performance analysis of NOMA systems over Rayleigh fading channels with successiveinterference cancellation. IET Communications, 14(6), 1065-1072. https://doi.org/10.1049/iet-com.2019.0504
J. A. Oviedo and H. R. Sadjadpour, "Fundamentals of Power Allocation Strategies for Downlink Multi-User NOMA With Target Rates," in IEEE Transactions on Wireless Communications, vol. 19, no. 3, pp. 1906-1917, March 2020, doi: 10.1109/TWC.2019.2959763.
L. Dai, B. Wang, Z. Ding, Z. Wang, S. Chen and L. Hanzo, "A Survey of Non-Orthogonal Multiple Access for 5G," in IEEE Communications Surveys & Tutorials, vol. 20, no. 3, pp. 2294-2323, thirdquarter 2018, doi: 10.1109/COMST.2018.2835558.
Muhammad Ahmad, M S Vasanthi, “A Fair Power Allocation Method For Improving Capacity Of Sc-Noma System”, Elementary Education Online,2021; Vol 20 (Issue 1): pp.2420-2426, doi: 10.17051/ilkonline.2021.01.271
J. A. Oviedo and H. R. Sadjadpour, "A Fair Power Allocation Approach to NOMA in Multiuser SISO Systems," in IEEE Transactions on Vehicular Technology, vol. 66, no. 9, pp. 7974-7985, Sept. 2017, doi: 10.1109/TVT.2017.2689000.
R Seetharaman et al, “Analysis of Power Allocation for Non-Orthogonal Multiple Access”,2021 J. Phys.: Conf. Ser. 1916 012059
Tofail Ahmed1 , Rubaiyat Yasmin2 , Halida Homyara2 and M.A.F.M Rashidul Hasan, “generalized power allocation (gpa) scheme for non-orthogonal multiple access (noma) based wireless communication system”, International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol.8, No.5/6, December 2018.
Downloads
Published
Issue
Section
License
Copyright (c) 2023 International Journal of Electronics and Telecommunications
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
1. License
The non-commercial use of the article will be governed by the Creative Commons Attribution license as currently displayed on https://creativecommons.org/licenses/by/4.0/.
2. Author’s Warranties
The author warrants that the article is original, written by stated author/s, has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author/s. The undersigned also warrants that the manuscript (or its essential substance) has not been published other than as an abstract or doctorate thesis and has not been submitted for consideration elsewhere, for print, electronic or digital publication.
3. User Rights
Under the Creative Commons Attribution license, the author(s) and users are free to share (copy, distribute and transmit the contribution) under the following conditions: 1. they must attribute the contribution in the manner specified by the author or licensor, 2. they may alter, transform, or build upon this work, 3. they may use this contribution for commercial purposes.
4. Rights of Authors
Authors retain the following rights:
- copyright, and other proprietary rights relating to the article, such as patent rights,
- the right to use the substance of the article in own future works, including lectures and books,
- the right to reproduce the article for own purposes, provided the copies are not offered for sale,
- the right to self-archive the article
- the right to supervision over the integrity of the content of the work and its fair use.
5. Co-Authorship
If the article was prepared jointly with other authors, the signatory of this form warrants that he/she has been authorized by all co-authors to sign this agreement on their behalf, and agrees to inform his/her co-authors of the terms of this agreement.
6. Termination
This agreement can be terminated by the author or the Journal Owner upon two months’ notice where the other party has materially breached this agreement and failed to remedy such breach within a month of being given the terminating party’s notice requesting such breach to be remedied. No breach or violation of this agreement will cause this agreement or any license granted in it to terminate automatically or affect the definition of the Journal Owner. The author and the Journal Owner may agree to terminate this agreement at any time. This agreement or any license granted in it cannot be terminated otherwise than in accordance with this section 6. This License shall remain in effect throughout the term of copyright in the Work and may not be revoked without the express written consent of both parties.
7. Royalties
This agreement entitles the author to no royalties or other fees. To such extent as legally permissible, the author waives his or her right to collect royalties relative to the article in respect of any use of the article by the Journal Owner or its sublicensee.
8. Miscellaneous
The Journal Owner will publish the article (or have it published) in the Journal if the article’s editorial process is successfully completed and the Journal Owner or its sublicensee has become obligated to have the article published. Where such obligation depends on the payment of a fee, it shall not be deemed to exist until such time as that fee is paid. The Journal Owner may conform the article to a style of punctuation, spelling, capitalization and usage that it deems appropriate. The Journal Owner will be allowed to sublicense the rights that are licensed to it under this agreement. This agreement will be governed by the laws of Poland.
By signing this License, Author(s) warrant(s) that they have the full power to enter into this agreement. This License shall remain in effect throughout the term of copyright in the Work and may not be revoked without the express written consent of both parties.
