Novel MMSE precoder and decoder designs for single-user MIMO systems under general power constraints

Jialing Li, I-Tai Lu, Enoch Lu

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

Abstract

The novel fast iterative approach (FIA), transmit covariance optimization approach (TCOA) and decoder covariance optimization approach (DCOA) are proposed for jointly designing the minimum mean square error (MMSE) precoder and decoder of single-user multiple-input and multiple-output (MIMO) systems subject to general power constraints. Specifically, the total power constraint and the more practical per-antenna power constraint are discussed. With the rank constraint on the precoder or decoder relaxed, both the TCOA and DCOA are shown to yield the global optimum solution. The FIA is also shown to provide the global optimum solution when the transmit covariance matrix is full rank (equivalent to the TCOA) and/or the decoder covariance matrix is full rank (equivalent to the DCOA). These three approaches form a unified framwork for MMSE transceiver designs for both single-user and multiuser MIMO systems. The global optimality and comparison of the proposed three approaches are supported by numerical results.

Original languageEnglish (US)
Title of host publication2010 IEEE 71st Vehicular Technology
DOIs
StatePublished - 2010
Event2010 IEEE 71st Vehicular Technology Conference, VTC 2010-Spring - Taipei, Taiwan, Province of China
Duration: May 16 2010May 19 2010

Other

Other2010 IEEE 71st Vehicular Technology Conference, VTC 2010-Spring
CountryTaiwan, Province of China
CityTaipei
Period5/16/105/19/10

Fingerprint

Minimum Mean Square Error
Mean square error
Optimization
Output
Global Optimum
Covariance matrix
Global Optimality
Transceivers
Design
Antenna
Antennas
Numerical Results

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

Cite this

Novel MMSE precoder and decoder designs for single-user MIMO systems under general power constraints. / Li, Jialing; Lu, I-Tai; Lu, Enoch.

2010 IEEE 71st Vehicular Technology. 2010. 5493739.

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

Li, J, Lu, I-T & Lu, E 2010, Novel MMSE precoder and decoder designs for single-user MIMO systems under general power constraints. in 2010 IEEE 71st Vehicular Technology., 5493739, 2010 IEEE 71st Vehicular Technology Conference, VTC 2010-Spring, Taipei, Taiwan, Province of China, 5/16/10. https://doi.org/10.1109/VETECS.2010.5493739
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