DocumentCode
3164437
Title
FPGA design of a truncated SVD based receiver for the detection of SEFDM signals
Author
Grammenos, Ryan C. ; Isam, Safa ; Darwazeh, Izzat
Author_Institution
Dept. of Electron. & Electr. Eng., Univ. Coll. London, London, UK
fYear
2011
fDate
11-14 Sept. 2011
Firstpage
2085
Lastpage
2090
Abstract
This work presents the hardware design of a novel algorithm using Field Programmable Gate Arrays (FPGAs) for the detection of Spectrally Efficient Frequency Division Multiplexing (SEFDM) signals. Previous work has shown that a sub-optimal Truncated Singular Value Decomposition (TSVD) approach is well-suited for use in SEFDM systems. TSVD offers a targeted reduction in complexity while outperforming linear detectors, such as Zero Forcing (ZF) and Minimum Mean Squared Error (MMSE), in terms of Bit Error Rate (BER). This is the first time a hardware design for the TSVD algorithm has been devised for implementation on an FPGA device using Very high speed integrated circuit Hardware Description Language (VHDL). Results show excellent fixed-point performance which are comparable to existing floating-point computer-based simulations. The optimal parameters required to achieve this outcome combined with their effect on system performance are identified. The impact of finite FPGA resources against performance gain is also examined.
Keywords
field programmable gate arrays; fixed point arithmetic; frequency division multiplexing; hardware description languages; radio receivers; signal detection; singular value decomposition; FPGA design; SEFDM signal detection; field programmable gate arrays; fixed point performance; spectrally efficient frequency division multiplexing signal; truncated SVD based receiver; truncated singular value decomposition; very high speed integrated circuit hardware description language; Algorithm design and analysis; Bandwidth; Bit error rate; Detectors; Field programmable gate arrays; Hardware; Receivers; FPGA; OFDM; SEFDM; VHDL; implementation; spectral efficiency; truncated singular value decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Personal Indoor and Mobile Radio Communications (PIMRC), 2011 IEEE 22nd International Symposium on
Conference_Location
Toronto, ON
ISSN
pending
Print_ISBN
978-1-4577-1346-0
Electronic_ISBN
pending
Type
conf
DOI
10.1109/PIMRC.2011.6139882
Filename
6139882
Link To Document