Low complexity detection for spatial modulation aided sparse code division multiple access
Low complexity detection for spatial modulation aided sparse code division multiple access
Low-complexity detectors are conceived for the spatial modulation-aided sparse code-division multiple-access (SM-SCDMA). Firstly, the approximate message passing (AMP) algorithm is adapted for the detection of SM-SCDMA, which has less than 1% detection complexity of the state-of-the-art message passing-aided (MPA) detection albeit at a bit error ratio (BER) degradation. Therefore, inspired by the benefits of interference cancellation (IC) and the unique characteristics of SM, an enhanced AMP (EAMP) detector is proposed for mitigating BER degradation without increasing the detection complexity. Finally, the classic expectation propagation (EP) is intrinsically amalgamated with our EAMP detector, leading to a novel EAMP-EP detector, which further reduces the detection complexity of the EAMP algorithm. The three detectors are compared both in terms of their coded and uncoded BER, as well as complexity.
Spatial modulation (SM), approximate message passing (AMP) detection, nonorthogonal multiple access (NOMA), sparse code-division multiple-access (SCDMA)
12858-12871
Xiang, Luping
56d951c0-455e-4a67-b167-f6c8233343b1
Liu, Yusha
711a72e8-e8be-4be4-a79d-ea1413e7012a
Yang, Lie-Liang
ae425648-d9a3-4b7d-8abd-b3cfea375bc7
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
1 December 2021
Xiang, Luping
56d951c0-455e-4a67-b167-f6c8233343b1
Liu, Yusha
711a72e8-e8be-4be4-a79d-ea1413e7012a
Yang, Lie-Liang
ae425648-d9a3-4b7d-8abd-b3cfea375bc7
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Xiang, Luping, Liu, Yusha, Yang, Lie-Liang and Hanzo, Lajos
(2021)
Low complexity detection for spatial modulation aided sparse code division multiple access.
IEEE Transactions on Vehicular Technology, 70 (12), .
(doi:10.1109/TVT.2021.3121128).
Abstract
Low-complexity detectors are conceived for the spatial modulation-aided sparse code-division multiple-access (SM-SCDMA). Firstly, the approximate message passing (AMP) algorithm is adapted for the detection of SM-SCDMA, which has less than 1% detection complexity of the state-of-the-art message passing-aided (MPA) detection albeit at a bit error ratio (BER) degradation. Therefore, inspired by the benefits of interference cancellation (IC) and the unique characteristics of SM, an enhanced AMP (EAMP) detector is proposed for mitigating BER degradation without increasing the detection complexity. Finally, the classic expectation propagation (EP) is intrinsically amalgamated with our EAMP detector, leading to a novel EAMP-EP detector, which further reduces the detection complexity of the EAMP algorithm. The three detectors are compared both in terms of their coded and uncoded BER, as well as complexity.
Text
AMP-SM-SCMA-2COL
- Accepted Manuscript
More information
Accepted/In Press date: 15 October 2021
Published date: 1 December 2021
Keywords:
Spatial modulation (SM), approximate message passing (AMP) detection, nonorthogonal multiple access (NOMA), sparse code-division multiple-access (SCDMA)
Identifiers
Local EPrints ID: 452007
URI: http://eprints.soton.ac.uk/id/eprint/452007
ISSN: 0018-9545
PURE UUID: 3c006770-a92a-4fdf-b05d-f6e0359fa629
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Date deposited: 08 Nov 2021 17:32
Last modified: 12 Nov 2024 02:37
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