DocumentCode
2185484
Title
Hardware accelerator for minimum mean square error interference alignment
Author
Kock, Markus ; Busch, Steffen ; Blume, Holger
Author_Institution
Institute of Microelectronic Systems, Leibniz Universität Hannover, Germany
fYear
2015
fDate
21-24 July 2015
Firstpage
575
Lastpage
579
Abstract
A dedicated hardware architecture for the digital baseband processing of minimum mean square error interference alignment is presented. The computationally intensive task of calculating the precoding and decoding matrices has been implemented and the underlying algorithm has been optimized for real-time capability, efficiency and flexibility. The required number of iterations has been optimized and appropriate low-latency algorithms for the computation of basic operations have been identified to meet a real-time constraint of 1ms processing latency. The architecture has been verified and synthesized for a Xilinx Virtex-6 LX550T FPGA. The maximum number of antennas, users and data streams is configurable at synthesis time. The actual parameters are configurable at runtime. Different degrees of parallelism allow a trade-off between resource requirements, latency and throughput. The target FPGA resources are sufficient for real-time system configurations up to 5 users with 3 antennas.
Keywords
Clocks; Hardware; Interference; Iterative decoding; MIMO; Mean square error methods; Real-time systems; Hardware Accelerator; Interference Alignment; Testbed;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing (DSP), 2015 IEEE International Conference on
Conference_Location
Singapore, Singapore
Type
conf
DOI
10.1109/ICDSP.2015.7251939
Filename
7251939
Link To Document