The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.
A Survey of Non-Orthogonal Multiple Access for 5G
Open accessAbstract
In the fifth generation (5G) of wireless communication systems, hitherto unprecedented requirements are expected to be satisfied. As one of the promising techniques of addressing these challenges, non-orthogonal multiple access (NOMA) has been actively investigated in recent years. In contrast to the family of conventional orthogonal multiple access (OMA) schemes, the key distinguishing feature of NOMA is to support a higher number of users than the number of orthogonal resource slots with the aid of non-orthogonal resource allocation. This may be realized by the sophisticated inter-user interference cancellation at the cost of an increased receiver complexity. In this paper, we provide a comprehensive survey of the original birth, the most recent development and the future research directions of NOMA. Specifically, the basic principle of NOMA will be introduced at first, with the comparison between NOMA and OMA especially from the perspective of information theory. Then, the prominent NOMA schemes are discussed by dividing them into two categories, namely, power-domain and code-domain NOMA. Their design principles and key features will be discussed in detail, and a systematic comparison of these NOMA schemes will be summarized in terms of their spectral efficiency, system performance, receiver complexity, etc. Finally, we will highlight a range of challenging open problems that should be solved for NOMA, along with corresponding opportunities and future research trends to address these challenges.
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Cites
Elements of Information Theory
Cover, T. M., & Thomas, J. A. (2005) · doi:10.1002/047174882x · Cited by 13,791
Fundamentals of Wireless Communication
Tse, D., & Viswanath, P. (2005) · doi:10.1017/cbo9780511807213 · Cited by 13,162
Factor graphs and the sum-product algorithm
Kschischang, F. R., Frey, B. J., & Loeliger, H.-A. (2001) · IEEE Transactions on Information Theory · doi:10.1109/18.910572 · Cited by 6,486 · cited 2×
“10 [128], where the circles represent variable nodes corresponding to x1,x2, .”
BackgroundZhang, J., Chen, S., Mu, X., & Hanzo, L. (2011) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2011.2161356 · Cited by 38
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Cited by
Massive Access for 5G and Beyond
Chen, X., Ng, D. W. K., Yu, W., Larsson, E. G., Al-Dhahir, N., & Schober, R. (2021) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2020.3019724 · Cited by 681
Sutton, G. J., Zeng, J., Liu, R. P., Ni, W., Nguyen, D. N., Jayawickrama, B. A., Huang, X., Abolhasan, M., Zhang, Z., Dutkiewicz, E., et al. (2019) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2897800 · Cited by 272
Resource Allocation in Intelligent Reflecting Surface Assisted NOMA Systems
Zuo, J., Liu, Y., Qin, Z., & Al-Dhahir, N. (2020) · IEEE Transactions on Communications · doi:10.1109/tcomm.2020.3016742 · Cited by 259
Sun, Z., Sun, G., Liu, Y., Wang, J., & Cao, D. (2024) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2023.3239339 · Cited by 213
Semantic Communication: A Survey on Research Landscape, Challenges, and Future Directions
Getu, T. M., Kaddoum, G., & Bennis, M. (2024) · Proceedings of the IEEE · doi:10.1109/jproc.2024.3520707 · Cited by 110
Metadata
- Authors
- Dai, L., Wang, B., Ding, Z., Wang, Z., Chen, S., & Hanzo, L.
- Venue
- IEEE Communications Surveys & Tutorials
- Published
- 2018
- Volume
- 20
- Issue
- 3
- Pages
- 2294-2323
- ISSN
- 1553-877X (ISSN-L)
- 2373-745X
- OpenAlex
- W2802495557
- Cited by
- 1,327
- References
- 4
- FWCI
- 54.19
- Type
- journal article
- Language
- en
- Open access
- green
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