On the performance gain of NOMA over OMA in uplink communication systems
On the performance gain of NOMA over OMA in uplink communication systems
In this paper, we investigate and reveal the ergodic sum-rate gain (ESG) of non-orthogonal multiple access (NOMA) over orthogonal multiple access (OMA) in uplink cellular communication systems. A base station equipped with a single-antenna, with multiple antennas, and with massive antenna arrays is considered both in single-cell and multi-cell deployments. In particular, in single-antenna systems, we identify two types of gains brought about by NOMA: 1) a large-scale near-far gain arising from the distance discrepancy between the base station and users; 2) a small-scale fading gain originating from the multipath channel fading. Furthermore, we reveal that the large-scale near-far gain increases with the normalized cell size, while the small-scale fading gain is a constant, given by γ = 0.57721 nat/s/Hz, in Rayleigh fading channels. When extending single-antenna NOMA to M -antenna NOMA, we prove that both the large-scale near-far gain and small-scale fading gain achieved by single-antenna NOMA can be increased by a factor of M for a large number of users. Moreover, given a massive antenna array at the base station and considering a fixed ratio between the number of antennas, M , and the number of users, K, the ESG of NOMA over OMA increases linearly with both M and K. We then further extend the analysis to a multi-cell scenario. Compared to the single-cell case, the ESG in multi-cell systems degrades as NOMA faces more severe inter-cell interference due to the non-orthogonal transmissions. Besides, we unveil that a large cell size is always beneficial to the ergodic sum-rate performance of NOMA in both single-cell and multi-cell systems. Numerical results verify the accuracy of the analytical results derived and confirm the insights revealed about the ESG of NOMA over OMA in different scenarios.
Non-orthogonal multiple access, ergodic sum-rate gain, inter-cell interference, large-scale near-far gain, small-scale fading gain
536-568
Wei, Zhiqiang
7004a29f-a88a-40f6-bc92-61d93bd3286f
Yang, Lei
1cd6fa0f-3bf8-45a5-966b-c5ded4d9e9e5
Ng, Derrick Wing Kwan
8e2a32d3-cb0d-4c38-b05c-03ef16a5c707
Yuan, Jinhong
707c1922-81c1-4d40-b532-0f30282bb0e4
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
January 2020
Wei, Zhiqiang
7004a29f-a88a-40f6-bc92-61d93bd3286f
Yang, Lei
1cd6fa0f-3bf8-45a5-966b-c5ded4d9e9e5
Ng, Derrick Wing Kwan
8e2a32d3-cb0d-4c38-b05c-03ef16a5c707
Yuan, Jinhong
707c1922-81c1-4d40-b532-0f30282bb0e4
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Wei, Zhiqiang, Yang, Lei, Ng, Derrick Wing Kwan, Yuan, Jinhong and Hanzo, Lajos
(2020)
On the performance gain of NOMA over OMA in uplink communication systems.
IEEE Transactions on Communications, 68 (1), , [8876877].
(doi:10.1109/TCOMM.2019.2948343).
Abstract
In this paper, we investigate and reveal the ergodic sum-rate gain (ESG) of non-orthogonal multiple access (NOMA) over orthogonal multiple access (OMA) in uplink cellular communication systems. A base station equipped with a single-antenna, with multiple antennas, and with massive antenna arrays is considered both in single-cell and multi-cell deployments. In particular, in single-antenna systems, we identify two types of gains brought about by NOMA: 1) a large-scale near-far gain arising from the distance discrepancy between the base station and users; 2) a small-scale fading gain originating from the multipath channel fading. Furthermore, we reveal that the large-scale near-far gain increases with the normalized cell size, while the small-scale fading gain is a constant, given by γ = 0.57721 nat/s/Hz, in Rayleigh fading channels. When extending single-antenna NOMA to M -antenna NOMA, we prove that both the large-scale near-far gain and small-scale fading gain achieved by single-antenna NOMA can be increased by a factor of M for a large number of users. Moreover, given a massive antenna array at the base station and considering a fixed ratio between the number of antennas, M , and the number of users, K, the ESG of NOMA over OMA increases linearly with both M and K. We then further extend the analysis to a multi-cell scenario. Compared to the single-cell case, the ESG in multi-cell systems degrades as NOMA faces more severe inter-cell interference due to the non-orthogonal transmissions. Besides, we unveil that a large cell size is always beneficial to the ergodic sum-rate performance of NOMA in both single-cell and multi-cell systems. Numerical results verify the accuracy of the analytical results derived and confirm the insights revealed about the ESG of NOMA over OMA in different scenarios.
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FINAL VERSION
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More information
Accepted/In Press date: 6 October 2019
e-pub ahead of print date: 18 October 2019
Published date: January 2020
Keywords:
Non-orthogonal multiple access, ergodic sum-rate gain, inter-cell interference, large-scale near-far gain, small-scale fading gain
Identifiers
Local EPrints ID: 435056
URI: http://eprints.soton.ac.uk/id/eprint/435056
ISSN: 0090-6778
PURE UUID: 1251a174-542b-46b7-accd-621e06613f2c
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Date deposited: 21 Oct 2019 16:30
Last modified: 18 Mar 2024 02:36
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Contributors
Author:
Zhiqiang Wei
Author:
Lei Yang
Author:
Derrick Wing Kwan Ng
Author:
Jinhong Yuan
Author:
Lajos Hanzo
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