Quantum search aided multi-user detection for sparse code multiple access
Quantum search aided multi-user detection for sparse code multiple access
With the explosive proliferation of mobile devices, the scarcity of communication resources has emerged as a critical issue in the Next Generation (NG) communication systems. To overcome this, Non-Orthogonal Multiple Access (NOMA) has been shown to provide a beneficial spectral efficiency gain, while supporting massive connectivity. Sparse Code Multiple Access (SCMA) is one of the NOMA schemes, but its application is hampered by its high-complexity multi-user detection. Fortunately, quantum search techniques were shown to substantially reduce the complexity of multi-user detectors (MUD). However, the quantum search aided multiuser detection of SCMA is an open problem at the time of writing. Hence we conceive a pair of quantum search aided MUDs for SCMA, namely, a Quantum-assisted Message Passing Algorithm (Q-MPA) based MUD and a Quantum-assisted Sphere Decoder based MPA (QSD-MPA) MUD.
52804 - 52817
Ye, Wenjing
36adf84a-5437-41e1-851e-da538a4a2263
Chen, Wei
f1300327-fa4e-44a0-8e60-535428f4caa6
Guo, Xin
c1da16ff-f2d9-4500-92c7-aafb401efab8
Sun, Chen
73141893-cc41-415d-ab99-4f9f9822c90b
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Ye, Wenjing
36adf84a-5437-41e1-851e-da538a4a2263
Chen, Wei
f1300327-fa4e-44a0-8e60-535428f4caa6
Guo, Xin
c1da16ff-f2d9-4500-92c7-aafb401efab8
Sun, Chen
73141893-cc41-415d-ab99-4f9f9822c90b
Hanzo, Lajos
66e7266f-3066-4fc0-8391-e000acce71a1
Ye, Wenjing, Chen, Wei, Guo, Xin, Sun, Chen and Hanzo, Lajos
(2019)
Quantum search aided multi-user detection for sparse code multiple access.
IEEE Access, .
(doi:10.1109/ACCESS.2019.2910776).
Abstract
With the explosive proliferation of mobile devices, the scarcity of communication resources has emerged as a critical issue in the Next Generation (NG) communication systems. To overcome this, Non-Orthogonal Multiple Access (NOMA) has been shown to provide a beneficial spectral efficiency gain, while supporting massive connectivity. Sparse Code Multiple Access (SCMA) is one of the NOMA schemes, but its application is hampered by its high-complexity multi-user detection. Fortunately, quantum search techniques were shown to substantially reduce the complexity of multi-user detectors (MUD). However, the quantum search aided multiuser detection of SCMA is an open problem at the time of writing. Hence we conceive a pair of quantum search aided MUDs for SCMA, namely, a Quantum-assisted Message Passing Algorithm (Q-MPA) based MUD and a Quantum-assisted Sphere Decoder based MPA (QSD-MPA) MUD.
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Accepted/In Press date: 7 April 2019
e-pub ahead of print date: 11 April 2019
Identifiers
Local EPrints ID: 430018
URI: http://eprints.soton.ac.uk/id/eprint/430018
ISSN: 2169-3536
PURE UUID: a28e8839-552d-441a-a0e1-154e684aa89f
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Date deposited: 10 Apr 2019 16:30
Last modified: 18 Mar 2024 05:14
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Contributors
Author:
Wenjing Ye
Author:
Wei Chen
Author:
Xin Guo
Author:
Chen Sun
Author:
Lajos Hanzo
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