Joint modulation classification and multi-user detection using multi-modulation sphere decoding

Byonghyo Shim; Insung Kang

doi:10.1109/SPAWC.2009.5161869

Joint modulation classification and multi-user detection using multi-modulation sphere decoding

Byonghyo Shim^*
, Insung Kang

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we propose a simple yet effective modulation classification method for ML-based multi-user detection. We show that the proposed method, which is a simplification of Bayesian likelihood ratio test, can be implemented by modifying the sphere decoding algorithm. As a result, the modulation classification as well as the multi-user detection can be jointly achieved with minimal classification overhead. Simulation results in multi-user detection of high-speed downlink packet access (HSDPA) system show that the proposed method offers considerable performance gain over conventional RAKE and MMSE algorithms.

Original language	English
Title of host publication	2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009
Pages	668-671
Number of pages	4
DOIs	https://doi.org/10.1109/SPAWC.2009.5161869
Publication status	Published - 2009
Event	2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009 - Perugia, Italy Duration: 2009 Jun 21 → 2009 Jun 24

Publication series

Name	IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC

Other

Other	2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009
Country/Territory	Italy
City	Perugia
Period	09/6/21 → 09/6/24

ASJC Scopus subject areas

Electrical and Electronic Engineering
Computer Science Applications
Information Systems

Access to Document

10.1109/SPAWC.2009.5161869

Cite this

Shim, B., & Kang, I. (2009). Joint modulation classification and multi-user detection using multi-modulation sphere decoding. In 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009 (pp. 668-671). Article 5161869 (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC). https://doi.org/10.1109/SPAWC.2009.5161869

Joint modulation classification and multi-user detection using multi-modulation sphere decoding. / Shim, Byonghyo; Kang, Insung.
2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009. 2009. p. 668-671 5161869 (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Shim, B & Kang, I 2009, Joint modulation classification and multi-user detection using multi-modulation sphere decoding. in 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009., 5161869, IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, pp. 668-671, 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009, Perugia, Italy, 09/6/21. https://doi.org/10.1109/SPAWC.2009.5161869

@inproceedings{8d266511652b49b6b82386a9a5d8a8a3,

title = "Joint modulation classification and multi-user detection using multi-modulation sphere decoding",

abstract = "In this paper, we propose a simple yet effective modulation classification method for ML-based multi-user detection. We show that the proposed method, which is a simplification of Bayesian likelihood ratio test, can be implemented by modifying the sphere decoding algorithm. As a result, the modulation classification as well as the multi-user detection can be jointly achieved with minimal classification overhead. Simulation results in multi-user detection of high-speed downlink packet access (HSDPA) system show that the proposed method offers considerable performance gain over conventional RAKE and MMSE algorithms.",

author = "Byonghyo Shim and Insung Kang",

year = "2009",

doi = "10.1109/SPAWC.2009.5161869",

language = "English",

isbn = "9781424436965",

series = "IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC",

pages = "668--671",

booktitle = "2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009",

note = "2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009 ; Conference date: 21-06-2009 Through 24-06-2009",

}

TY - GEN

T1 - Joint modulation classification and multi-user detection using multi-modulation sphere decoding

AU - Shim, Byonghyo

AU - Kang, Insung

PY - 2009

Y1 - 2009

N2 - In this paper, we propose a simple yet effective modulation classification method for ML-based multi-user detection. We show that the proposed method, which is a simplification of Bayesian likelihood ratio test, can be implemented by modifying the sphere decoding algorithm. As a result, the modulation classification as well as the multi-user detection can be jointly achieved with minimal classification overhead. Simulation results in multi-user detection of high-speed downlink packet access (HSDPA) system show that the proposed method offers considerable performance gain over conventional RAKE and MMSE algorithms.

AB - In this paper, we propose a simple yet effective modulation classification method for ML-based multi-user detection. We show that the proposed method, which is a simplification of Bayesian likelihood ratio test, can be implemented by modifying the sphere decoding algorithm. As a result, the modulation classification as well as the multi-user detection can be jointly achieved with minimal classification overhead. Simulation results in multi-user detection of high-speed downlink packet access (HSDPA) system show that the proposed method offers considerable performance gain over conventional RAKE and MMSE algorithms.

UR - https://www.scopus.com/pages/publications/70449595649

U2 - 10.1109/SPAWC.2009.5161869

DO - 10.1109/SPAWC.2009.5161869

M3 - Conference contribution

AN - SCOPUS:70449595649

SN - 9781424436965

T3 - IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC

SP - 668

EP - 671

BT - 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009

T2 - 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009

Y2 - 21 June 2009 through 24 June 2009

ER -

Joint modulation classification and multi-user detection using multi-modulation sphere decoding

Abstract

Publication series

Other

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this