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Iterative Receiver Design for FTN Signaling Aided Sparse Code Multiple Access
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DOI：10.1109/TWC.2019.2950000.png)
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摘要
En 中文
The sparse code multiple access (SCMA) is a promising candidate for bandwidth-efficient next generation wireless communications, since it can support more users than the number of resource elements. On the same note, faster-than-Nyquist (FTN) signaling can also be used to improve the spectral efficiency. Hence in this paper, we consider a combined uplink FTN-SCMA system in which the data symbols corresponding to a user are further packed using FTN signaling. As a result, a higher spectral efficiency is achieved at the cost of introducing intentional inter-symbol interference (ISI). To perform joint channel estimation and detection, we design a low complexity iterative receiver based on the factor graph framework. In addition, to reduce the signaling overhead and transmission latency of our SCMA system, we intrinsically amalgamate it with grant-free scheme. Consequently, the active and inactive users should be distinguished. To address this problem, we extend the aforementioned receiver and develop a new algorithm for jointly estimating the channel state information, detecting the user activity and for performs data detection. In order to further reduce the complexity, an energy minimization based approximation is employed for restricting the user state to Gaussian. Finally, a hybrid message passing algorithm is conceived. Our Simulation results show that the FTN-SCMA system relying on the proposed receiver design has a higher throughput than conventional SCMA scheme at a negligible performance loss.
Keyword:
Channel estimation
Receivers
Complexity theory
Message passing
Approximation algorithms
Decoding
Wireless communication
Sparse code multiple access
faster-than-Nyquist signaling
grant-free
channel estimation
hybrid message passing
high spectral efficiency
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期刊
IF:
10.7
论文数:
1.3W
被引数:
5.3W
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