Title :
An FPGA-based prototyping method for verification, characterization and optimization of LDPC error correction systems
Author :
Sakellariou, P. ; Tsatsaragkos, I. ; Kanistras, Nikos ; Mahdi, Ahmed ; Paliouras, Vassilis
Author_Institution :
Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
Abstract :
This paper introduces a methodology for forward error correction (FEC) architectures prototyping, oriented to system verification and characterization. A complete design flow is described, which satisfies the requirement for error-free hardware design and acceleration of FEC simulations. FPGA devices give the designer the ability to observe rare events, due to tremendous speed-up of FEC operations. A Matlab-based system assists the investigation of the impact of very rare decoding failure events on the FEC system performance and the finding of solutions which aim to parameters optimization and BER performance improvement of LDPC codes in the error floor region. Furthermore, the development of an embedded system, which offers remote access to the system under test and verification process automation, is explored. The presented here prototyping approach exploits the high-processing speed of FPGA-based emulators and the observability and usability of software-based models.
Keywords :
electronic engineering computing; embedded systems; error correction codes; field programmable gate arrays; formal verification; parity check codes; FEC architectures prototyping; FPGA-based prototyping; LDPC codes; LDPC error correction systems; Matlab-based system; embedded system; error-free hardware design; forward error correction; software-based models; system characterization; system verification; Decoding; Embedded systems; Field programmable gate arrays; Forward error correction; Hardware; MATLAB; Parity check codes; FPGA emulation; LDPC; code characterization; embedded systems; error correcting performance; verification;
Conference_Titel :
Embedded Computer Systems (SAMOS), 2012 International Conference on
Conference_Location :
Samos
Print_ISBN :
978-1-4673-2295-9
Electronic_ISBN :
978-1-4673-2296-6
DOI :
10.1109/SAMOS.2012.6404188