Title :
FLEXDET: Flexible, Efficient Multi-Mode MIMO Detection Using Reconfigurable ASIP
Author :
Chen, Xiaolin ; Minwegen, Andreas ; Hassan, Yahia ; Kammler, David ; Li, Shuai ; Kempf, Torsten ; Chattopadhyay, Anupam ; Ascheid, Gerd
Author_Institution :
Inst. for Commun. Technol. & Embedded Syst., RWTH Aachen Univ., Aachen, Germany
fDate :
April 29 2012-May 1 2012
Abstract :
This paper describes the implementation of a multi-mode MIMO detector based on the concept of partially reconfigurable ASIP (rASIP). The multi-mode detector can support three different detection algorithms which are the Maximum Ratio Combining, the linear Minimum Mean Square Error (MMSE) detection, and the MMSE Successive Interference Cancellation. The detection algorithms also support different antenna configurations and modulation schemes. The rASIP is based on a Coarse-Grained Reconfigurable Architecture (CGRA), which is designed for efficient architectural support of matrix operations. A matrix inversion algorithm, which is used for the preprocessing of different detection algorithms, is mapped on the CGRA. By integrating a processor with the CGRA, the variations in the control path of different algorithm configurations can be handled efficiently. To the best of our knowledge, we show, for the first time that, a CGRA-based multi-mode MIMO detection is extremely efficient and matches the performance of dedicated ASIC implementation.
Keywords :
MIMO communication; antennas; application specific integrated circuits; diversity reception; error detection; interference suppression; matrix inversion; mean square error methods; reconfigurable architectures; signal detection; ASIC implementation; CGRA-based multimode MIMO detection; FLEXDET; MMSE detection; MMSE successive interference cancellation; algorithm configurations; antenna configurations; architectural support; coarse-grained reconfigurable architecture; detection algorithms; linear minimum mean square error detection; matrix inversion algorithm; matrix operations; maximum ratio combining; modulation schemes; multimode MIMO detector; partially reconfigurable ASIP; rASIP; Algorithm design and analysis; Computer architecture; Detection algorithms; MIMO; Process control; Registers; Vectors; CGRA; MIMO Detection; reconfigurable ASIP;
Conference_Titel :
Field-Programmable Custom Computing Machines (FCCM), 2012 IEEE 20th Annual International Symposium on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4673-1605-7
DOI :
10.1109/FCCM.2012.22