A comparison of two lattice-reduction-based receivers for MIMO systems

Jun Niu, I-Tai Lu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we compare a new practical lattice reduction method, Seysen's algorithm, with the existing LLL lattice reduction approach. Seysen's algorithm considers all vectors in the lattice simultaneously and performs global search for lattice reduction, while the LLL algorithm concentrates on local optimization to produce a reduced lattice We also study their performance, when combined with linear detectors (Zero Forcing, MMSE and extended MMSE), and successive interference cancellation (SIC) detector. For MIMO digital communications, Seysen-based linear detectors achieve the same diversity order as the optimum ML detector. It outperforms the existing LLL-based linear detectors. Moreover, Seysen requires less computational time than the LLL scheme. However, this gap disappears in SIC scenario: Seysen-based SIC detector functions the same as LLL-based one, due to the efficiency of SIC itself.

Original languageEnglish (US)
Title of host publicationProceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF
DOIs
StatePublished - 2008
Event2008 IEEE Sarnoff Symposium, SARNOFF - Princeton, NJ, United States
Duration: Apr 28 2008Apr 30 2008

Other

Other2008 IEEE Sarnoff Symposium, SARNOFF
CountryUnited States
CityPrinceton, NJ
Period4/28/084/30/08

Fingerprint

MIMO systems
Detectors
Communication

Keywords

  • Lattice reduction
  • MIMO
  • SIC
  • Zero forcing and MMSE detection

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Niu, J., & Lu, I-T. (2008). A comparison of two lattice-reduction-based receivers for MIMO systems. In Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF [4520093] https://doi.org/10.1109/SARNOF.2008.4520093

A comparison of two lattice-reduction-based receivers for MIMO systems. / Niu, Jun; Lu, I-Tai.

Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008. 4520093.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Niu, J & Lu, I-T 2008, A comparison of two lattice-reduction-based receivers for MIMO systems. in Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF., 4520093, 2008 IEEE Sarnoff Symposium, SARNOFF, Princeton, NJ, United States, 4/28/08. https://doi.org/10.1109/SARNOF.2008.4520093
Niu J, Lu I-T. A comparison of two lattice-reduction-based receivers for MIMO systems. In Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008. 4520093 https://doi.org/10.1109/SARNOF.2008.4520093
Niu, Jun ; Lu, I-Tai. / A comparison of two lattice-reduction-based receivers for MIMO systems. Proceedings of the 2008 IEEE Sarnoff Symposium, SARNOFF. 2008.
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