Joint Tx/Rx MMSE Filtering for Single-Carrier MIMO Transmission

Shinya KUMAGAI; Tatsunori OBARA; Tetsuya YAMAMOTO; Fumiyuki ADACHI

doi:10.1587/transcom.E97.B.1967

Joint Tx/Rx MMSE Filtering for Single-Carrier MIMO Transmission

Shinya KUMAGAI, Tatsunori OBARA, Tetsuya YAMAMOTO, Fumiyuki ADACHI

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In this paper, we propose a joint transmit and receive linear filtering based on minimum mean square error criterion (joint Tx/Rx MMSE filtering) for single-carrier (SC) multiple-input multiple-output (MIMO) transmission. Joint Tx/Rx MMSE filtering transforms the MIMO channel to the orthogonal eigenmodes to avoid the inter-antenna interference (IAI) and performs MMSE based transmit power allocation to sufficiently suppress the inter-symbol interference (ISI) resulting from the severe frequency-selectivity of the channel. Rank adaptation and adaptive modulation are jointly introduced to narrow the gap of received signal-to-interference plus noise power ratio (SINR) among eigenmodes. The superiority of the SC-MIMO transmission with joint Tx/Rx MMSE filtering and joint rank adaptation/adaptive modulation is confirmed by computer simulation.

Publication: IEICE TRANSACTIONS on Communications Vol.E97-B No.9 pp.1967-1976

Publication Date: 2014/09/01

Publicized

Online ISSN: 1745-1345

DOI: 10.1587/transcom.E97.B.1967

Type of Manuscript: PAPER

Category: Wireless Communication Technologies

Authors

Shinya KUMAGAI
  Tohoku University
Tatsunori OBARA
  Tohoku University
Tetsuya YAMAMOTO
  Tohoku University
Fumiyuki ADACHI
  Tohoku University

Keyword

single-carrier transmission, MIMO, MMSE filtering, rank adaptation, adaptive modulation

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Shinya KUMAGAI, Tatsunori OBARA, Tetsuya YAMAMOTO, Fumiyuki ADACHI, "Joint Tx/Rx MMSE Filtering for Single-Carrier MIMO Transmission" in IEICE TRANSACTIONS on Communications, vol. E97-B, no. 9, pp. 1967-1976, September 2014, doi: 10.1587/transcom.E97.B.1967.
Abstract: In this paper, we propose a joint transmit and receive linear filtering based on minimum mean square error criterion (joint Tx/Rx MMSE filtering) for single-carrier (SC) multiple-input multiple-output (MIMO) transmission. Joint Tx/Rx MMSE filtering transforms the MIMO channel to the orthogonal eigenmodes to avoid the inter-antenna interference (IAI) and performs MMSE based transmit power allocation to sufficiently suppress the inter-symbol interference (ISI) resulting from the severe frequency-selectivity of the channel. Rank adaptation and adaptive modulation are jointly introduced to narrow the gap of received signal-to-interference plus noise power ratio (SINR) among eigenmodes. The superiority of the SC-MIMO transmission with joint Tx/Rx MMSE filtering and joint rank adaptation/adaptive modulation is confirmed by computer simulation.
URL: https://globals.ieice.org/en_transactions/communications/10.1587/transcom.E97.B.1967/_p

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@ARTICLE{e97-b_9_1967,
author={Shinya KUMAGAI, Tatsunori OBARA, Tetsuya YAMAMOTO, Fumiyuki ADACHI, },
journal={IEICE TRANSACTIONS on Communications},
title={Joint Tx/Rx MMSE Filtering for Single-Carrier MIMO Transmission},
year={2014},
volume={E97-B},
number={9},
pages={1967-1976},
abstract={In this paper, we propose a joint transmit and receive linear filtering based on minimum mean square error criterion (joint Tx/Rx MMSE filtering) for single-carrier (SC) multiple-input multiple-output (MIMO) transmission. Joint Tx/Rx MMSE filtering transforms the MIMO channel to the orthogonal eigenmodes to avoid the inter-antenna interference (IAI) and performs MMSE based transmit power allocation to sufficiently suppress the inter-symbol interference (ISI) resulting from the severe frequency-selectivity of the channel. Rank adaptation and adaptive modulation are jointly introduced to narrow the gap of received signal-to-interference plus noise power ratio (SINR) among eigenmodes. The superiority of the SC-MIMO transmission with joint Tx/Rx MMSE filtering and joint rank adaptation/adaptive modulation is confirmed by computer simulation.},
keywords={},
doi={10.1587/transcom.E97.B.1967},
ISSN={1745-1345},
month={September},}

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TY - JOUR
TI - Joint Tx/Rx MMSE Filtering for Single-Carrier MIMO Transmission
T2 - IEICE TRANSACTIONS on Communications
SP - 1967
EP - 1976
AU - Shinya KUMAGAI
AU - Tatsunori OBARA
AU - Tetsuya YAMAMOTO
AU - Fumiyuki ADACHI
PY - 2014
DO - 10.1587/transcom.E97.B.1967
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E97-B
IS - 9
JA - IEICE TRANSACTIONS on Communications
Y1 - September 2014
AB - In this paper, we propose a joint transmit and receive linear filtering based on minimum mean square error criterion (joint Tx/Rx MMSE filtering) for single-carrier (SC) multiple-input multiple-output (MIMO) transmission. Joint Tx/Rx MMSE filtering transforms the MIMO channel to the orthogonal eigenmodes to avoid the inter-antenna interference (IAI) and performs MMSE based transmit power allocation to sufficiently suppress the inter-symbol interference (ISI) resulting from the severe frequency-selectivity of the channel. Rank adaptation and adaptive modulation are jointly introduced to narrow the gap of received signal-to-interference plus noise power ratio (SINR) among eigenmodes. The superiority of the SC-MIMO transmission with joint Tx/Rx MMSE filtering and joint rank adaptation/adaptive modulation is confirmed by computer simulation.
ER -