Logo image
Interpolation-based QR Decomposition Processor for MIMO-OFDM system
Thesis

Interpolation-based QR Decomposition Processor for MIMO-OFDM system

Huang, Lin-Zheng
Masters, 國立清華大學, 電機工程學系
2009

Abstract

QR分解 內插 多輸入多輸出 分頻多工 多輸入多輸出解碼器 群序 多候選人制 QR decomposition interpolation MIMO OFDM MIMO detector Group order Multiple candidates selection preprocess
The throughput requirement of advanced MIMO-OFDM systems increases tremendously recently. The complexity of tone-by-tone QR decomposition becomes the bottleneck of implementation. The interpolation-based QR decomposition(IQRD) algorithm has been proven to reduce the complexity. In the thesis, a one step function is proposed to reduce more complexity of IQRD, and the scalability for different-size channel matrices is attractive to implementation. Moreover, a group-ordering interpolation-based QR decomposition (GO-IQRD) is presented by introducing group-ordering concept into IQRD to increase detection performance. To our best knowledge, the proposed QR decomposition has the lowest complexity among QR decomposition algorithms. A configurable architecture of IQRD without group-order is proposed. Besides, QR-based successive interference cancellation (SIC) with multiple-candidate selection (MCS-QR-SIC) which has scalable complexity and flexible performance is chosen to cooperate with IQRD. These flexible algorithms are integrated together to be a MIMO detector which could be realized in many MIMO-OFDM systems. The iterative architecture of MCS-QR-SIC is presented. The shorten critical path enables it to work on higher frequency, and it shows the proposed hardware could achieve ML detection performance by controller in low-order modulation. Hence, a QR-based MIMO architecture which supports 4 x 4, 4 x 2, and 2 x 2 channel matrices, with QPSK, 16-QAM, and 64-QAM modulations in the specified bandwidth in the 3GPP-LTE standard is presented. The synthesis result of proposed interpolation-based QR decomposition with UMC 90nm 1P9M CMOS technology shows the corresponding throughput is up to 31.25 MQRD/s, so it could meet the requirement of the highest downlink data rate in hardware categories for 3GPP-LTE Rel. 8.

Metrics

1 Record Views

Details

Logo image