Multi-User Detection for Spatial Modulation via Structured Approximate Message Passing

X. Meng; S. Wu; L. Kuang; David Huang; J. Lu

doi:10.1109/LCOMM.2016.2577627

Multi-User Detection for Spatial Modulation via Structured Approximate Message Passing

X. Meng, S. Wu, L. Kuang, David Huang, J. Lu

Research output: Contribution to journal › Article › peer-review

24 Citations (Scopus)

Abstract

© 2016 IEEE.In this letter, we propose an efficient structured approximate message passing (Str-AMP) detector for multi-user spatial modulation systems. Str-AMP consists of two steps in each iteration. First, a decoupling operation is performed in the same way as AMP. Then, at the denoising step, to exploit the structured sparsity of SM signals, Str-AMP computes each element of SM signals using not only its own statistics but also those of its neighboring elements belonging to the same user. Since Str-AMP maintains scalar message passing, it is computationally efficient. Simulation results on various settings demonstrate the superiority of the proposed Str-AMP in terms of both uncoded and coded bit error rate performance.

Original language	English
Article number	7486024
Pages (from-to)	1527-1530
Number of pages	4
Journal	IEEE Communications Letters
Volume	20
Issue number	8
DOIs	https://doi.org/10.1109/LCOMM.2016.2577627
Publication status	Published - Aug 2016

Access to Document

10.1109/LCOMM.2016.2577627

Cite this

@article{b8c463590d8646acb63d326b54b08d1e,

title = "Multi-User Detection for Spatial Modulation via Structured Approximate Message Passing",

abstract = "{\textcopyright} 2016 IEEE.In this letter, we propose an efficient structured approximate message passing (Str-AMP) detector for multi-user spatial modulation systems. Str-AMP consists of two steps in each iteration. First, a decoupling operation is performed in the same way as AMP. Then, at the denoising step, to exploit the structured sparsity of SM signals, Str-AMP computes each element of SM signals using not only its own statistics but also those of its neighboring elements belonging to the same user. Since Str-AMP maintains scalar message passing, it is computationally efficient. Simulation results on various settings demonstrate the superiority of the proposed Str-AMP in terms of both uncoded and coded bit error rate performance.",

author = "X. Meng and S. Wu and L. Kuang and David Huang and J. Lu",

year = "2016",

month = aug,

doi = "10.1109/LCOMM.2016.2577627",

language = "English",

volume = "20",

pages = "1527--1530",

journal = "IEEE Communications Letters",

issn = "1089-7798",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

number = "8",

}

TY - JOUR

T1 - Multi-User Detection for Spatial Modulation via Structured Approximate Message Passing

AU - Meng, X.

AU - Wu, S.

AU - Kuang, L.

AU - Huang, David

AU - Lu, J.

PY - 2016/8

Y1 - 2016/8

N2 - © 2016 IEEE.In this letter, we propose an efficient structured approximate message passing (Str-AMP) detector for multi-user spatial modulation systems. Str-AMP consists of two steps in each iteration. First, a decoupling operation is performed in the same way as AMP. Then, at the denoising step, to exploit the structured sparsity of SM signals, Str-AMP computes each element of SM signals using not only its own statistics but also those of its neighboring elements belonging to the same user. Since Str-AMP maintains scalar message passing, it is computationally efficient. Simulation results on various settings demonstrate the superiority of the proposed Str-AMP in terms of both uncoded and coded bit error rate performance.

AB - © 2016 IEEE.In this letter, we propose an efficient structured approximate message passing (Str-AMP) detector for multi-user spatial modulation systems. Str-AMP consists of two steps in each iteration. First, a decoupling operation is performed in the same way as AMP. Then, at the denoising step, to exploit the structured sparsity of SM signals, Str-AMP computes each element of SM signals using not only its own statistics but also those of its neighboring elements belonging to the same user. Since Str-AMP maintains scalar message passing, it is computationally efficient. Simulation results on various settings demonstrate the superiority of the proposed Str-AMP in terms of both uncoded and coded bit error rate performance.

U2 - 10.1109/LCOMM.2016.2577627

DO - 10.1109/LCOMM.2016.2577627

M3 - Article

VL - 20

SP - 1527

EP - 1530

JO - IEEE Communications Letters

JF - IEEE Communications Letters

SN - 1089-7798

IS - 8

M1 - 7486024

ER -

Multi-User Detection for Spatial Modulation via Structured Approximate Message Passing

Abstract

Access to Document

Fingerprint

Cite this