Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems

Byoung Joon Choi; Chan Ho An; Janghoon Yang; Seung Hoon Jang; Dong Ku Kim

doi:10.1109/ICCAE.2010.5451812

Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems

Byoung Joon Choi, Chan Ho An, Janghoon Yang, Seung Hoon Jang, Dong Ku Kim

Department of Electrical and Electronic Engineering

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

13 Citations (Scopus)

Abstract

A Lattice reduction (LR) aided receiver for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems can achieve near ML detector performance. However, Performing LR for each subcarrier can result in a large complexity. To deal with this problem, a low complexity scheme for lattice reduction (LR) aided detection in the MIMO OFDM system is presented. From exploiting frequency correlation among the neighboring channel matrix and the uni-modular transformation matrix of the preceding subcarrier, nearly LR reduced channel matrix is produced. Simulation results show that the proposed scheme can achieve the same performance with the conventional system while its complexity is significantly lower.

Original language	English
Title of host publication	2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010
Pages	801-806
Number of pages	6
DOIs	https://doi.org/10.1109/ICCAE.2010.5451812
Publication status	Published - 2010
Event	2nd International Conference on Computer and Automation Engineering, ICCAE 2010 - Singapore, Singapore Duration: 2010 Feb 26 → 2010 Feb 28

Publication series

Name	2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010
Volume	2

Other

Other	2nd International Conference on Computer and Automation Engineering, ICCAE 2010
Country/Territory	Singapore
City	Singapore
Period	10/2/26 → 10/2/28

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Computer Science Applications
Control and Systems Engineering

Access to Document

10.1109/ICCAE.2010.5451812

Cite this

Choi, B. J., An, C. H., Yang, J., Jang, S. H., & Kim, D. K. (2010). Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems. In 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010 (pp. 801-806). Article 5451812 (2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010; Vol. 2). https://doi.org/10.1109/ICCAE.2010.5451812

@inproceedings{faed4a2c8da840bf8b1cb905de9d0e36,

title = "Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems",

abstract = "A Lattice reduction (LR) aided receiver for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems can achieve near ML detector performance. However, Performing LR for each subcarrier can result in a large complexity. To deal with this problem, a low complexity scheme for lattice reduction (LR) aided detection in the MIMO OFDM system is presented. From exploiting frequency correlation among the neighboring channel matrix and the uni-modular transformation matrix of the preceding subcarrier, nearly LR reduced channel matrix is produced. Simulation results show that the proposed scheme can achieve the same performance with the conventional system while its complexity is significantly lower.",

author = "Choi, {Byoung Joon} and An, {Chan Ho} and Janghoon Yang and Jang, {Seung Hoon} and Kim, {Dong Ku}",

year = "2010",

doi = "10.1109/ICCAE.2010.5451812",

language = "English",

isbn = "9781424455850",

series = "2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010",

pages = "801--806",

booktitle = "2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010",

note = "2nd International Conference on Computer and Automation Engineering, ICCAE 2010 ; Conference date: 26-02-2010 Through 28-02-2010",

}

Choi, BJ, An, CH, Yang, J, Jang, SH & Kim, DK 2010, Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems. in 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010., 5451812, 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010, vol. 2, pp. 801-806, 2nd International Conference on Computer and Automation Engineering, ICCAE 2010, Singapore, Singapore, 10/2/26. https://doi.org/10.1109/ICCAE.2010.5451812

Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems. / Choi, Byoung Joon; An, Chan Ho; Yang, Janghoon et al.
2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010. 2010. p. 801-806 5451812 (2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010; Vol. 2).

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

TY - GEN

T1 - Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems

AU - Choi, Byoung Joon

AU - An, Chan Ho

AU - Yang, Janghoon

AU - Jang, Seung Hoon

AU - Kim, Dong Ku

PY - 2010

Y1 - 2010

N2 - A Lattice reduction (LR) aided receiver for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems can achieve near ML detector performance. However, Performing LR for each subcarrier can result in a large complexity. To deal with this problem, a low complexity scheme for lattice reduction (LR) aided detection in the MIMO OFDM system is presented. From exploiting frequency correlation among the neighboring channel matrix and the uni-modular transformation matrix of the preceding subcarrier, nearly LR reduced channel matrix is produced. Simulation results show that the proposed scheme can achieve the same performance with the conventional system while its complexity is significantly lower.

AB - A Lattice reduction (LR) aided receiver for multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) systems can achieve near ML detector performance. However, Performing LR for each subcarrier can result in a large complexity. To deal with this problem, a low complexity scheme for lattice reduction (LR) aided detection in the MIMO OFDM system is presented. From exploiting frequency correlation among the neighboring channel matrix and the uni-modular transformation matrix of the preceding subcarrier, nearly LR reduced channel matrix is produced. Simulation results show that the proposed scheme can achieve the same performance with the conventional system while its complexity is significantly lower.

UR - http://www.scopus.com/inward/record.url?scp=77952628733&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77952628733&partnerID=8YFLogxK

U2 - 10.1109/ICCAE.2010.5451812

DO - 10.1109/ICCAE.2010.5451812

M3 - Conference contribution

AN - SCOPUS:77952628733

SN - 9781424455850

T3 - 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010

SP - 801

EP - 806

BT - 2010 The 2nd International Conference on Computer and Automation Engineering, ICCAE 2010

T2 - 2nd International Conference on Computer and Automation Engineering, ICCAE 2010

Y2 - 26 February 2010 through 28 February 2010

ER -

Complexity reduction for lattice reduction aided detection in MIMO-OFDM systems

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

Access to Document

Other files and links

Fingerprint

Cite this