Title :
Efficient FPGA implementation of a High throughput systolic array QR-decomposition algorithm
Author :
Abels, Matthias ; Wiegand, Till ; Paul, Steffen
Author_Institution :
Inst. of Electrodynamics & Microelectron. (ITEM), Univ. of Bremen, Bremen, Germany
Abstract :
Due to the Multiple Input Multiple Output technology, applied in wireless communication, where a transceiver has to deal with multidimensional channels, the QR-decomposition is an often used preprocessing algorithm, especially for the design of iterative tree search detection algorithms. In this paper we introduce an efficient FPGA implementation of a QR-decomposition algorithm, which is designed for a MIMO detector developed in view of the Long Term Evolution (LTE). The proposed architecture is based on a line-by-line systolic array structure and reaches the peak matrix throughput, which is required to achieve the defined LTE peak data rate of a 2 × 2 MIMO constellation using a 20 MHz transmission bandwidth. In this paper we describe the architecture and FPGA implementation of the algorithm in detail and show the performance results of a Xilinx Virtex IV realization.
Keywords :
Long Term Evolution; MIMO communication; field programmable gate arrays; iterative methods; systolic arrays; tree searching; FPGA implementation; LTE; Long Term Evolution; MIMO detector; QR-decomposition algorithm; Xilinx Virtex IV; high throughput systolic array; iterative tree search detection algorithms; multidimensional channels; multiple input multiple output technology; wireless communication; Algorithm design and analysis; Arrays; Clocks; MIMO; Registers; Throughput; FPGA Implementation; MIMO; QR-Decomposition; SDFG;
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4673-0321-7
DOI :
10.1109/ACSSC.2011.6190140