Title :
Systolic-array based regularized QR-decomposition for IEEE 802.11n compliant soft-MMSE detection
Author :
Senning, Christian ; Staudacher, Andreas ; Burg, Andreas
Author_Institution :
Integrated Syst. Lab., ETH Zurich, Zurich, Switzerland
Abstract :
This paper considers the implementation of a soft-output MMSE detector for packet-based MIMO-OFDM transmission. The paper focuses on channel-matrix preprocessing realized with a QR decomposition which needs to be carried out under tight latency constraints. We discuss how the preprocessing algorithm should be selected to meet the specific requirements of the soft-output MMSE detector. Additionally we develop a pipelined systolic-array architecture that is particularly well suited to be combined with low-latency pipelined FFTs. We have implemented the QR decomposition method proposed for an IEEE 802.11n transceiver with 4 spatial streams. In a 0.13 μm 1P8M CMOS technology the corresponding circuit is capable to process 110 complex-valued 4 × 4-dimensional channel matrices for soft-output MMSE detection per second and gate equivalent and achieves a sustained throughput of 20 million decompositions per second, which is sufficient to meet the stringent latency requirements of IEEE 802.11n.
Keywords :
CMOS integrated circuits; MIMO communication; OFDM modulation; fast Fourier transforms; least mean squares methods; systolic arrays; wireless LAN; CMOS technology; FFT; IEEE 802.11n; channel-matrix preprocessing; packet-based MIMO-OFDM transmission; pipelined systolic-array architecture; regularized QR-decomposition; size 0.13 micron; soft-MMSE detection; soft-output MMSE detector; Computer architecture; Detectors; IEEE 802.11n Standard; Interference; MIMO; Microprocessors; Signal to noise ratio;
Conference_Titel :
Microelectronics (ICM), 2010 International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-61284-149-6
DOI :
10.1109/ICM.2010.5696169