DocumentCode :
2674183
Title :
Performance evaluation of a Turbo Codec with Log-MAP algorithm on FPGA and CPU
Author :
Moncayo, Hector Ivan Reyes ; Kaabouch, Naima ; Hu, Wen-Chen ; Wang, Anlei
Author_Institution :
Electr. Eng. Dept., Univ. of North Dakota, Grand Forks, ND, USA
fYear :
2011
fDate :
15-17 May 2011
Firstpage :
1
Lastpage :
6
Abstract :
It has been demonstrated that transmission systems using Turbo codes can achieve performance close to the Shannon limit. Although these codes were introduced two decades ago, their hardware implementations are still challenging because of the complexity of their equations. This paper presents a Field Programmable Gate Array-based implementation of a Turbo Codec system. This system includes an encoder and a decoder based on the Log-MAP algorithm. The implementation is simulated using ModelSim software and the results are compared to the results of the software-based implementation. These results show that the FPGA-based Turbo Codec is able to estimate correctly the information sequence; therefore its BER performance is comparable to the software-based implementation. However, the results of the comparison also show that the FPGA-based system is faster and consumes less energy that the software-based system.
Keywords :
codecs; error statistics; field programmable gate arrays; maximum likelihood estimation; performance evaluation; turbo codes; BER performance; CPU; FPGA; ModelSim software; Shannon limit; field programmable gate array-based implementation; information sequence; log-MAP algorithm; performance evaluation; software-based implementation; transmission systems; turbo codec system; Algorithm design and analysis; Decoding; Field programmable gate arrays; MATLAB; Mathematical model; Mixers; Turbo codes; FPGA; Log-MAP; Processor; Turbo Codes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electro/Information Technology (EIT), 2011 IEEE International Conference on
Conference_Location :
Mankato, MN
ISSN :
2154-0357
Print_ISBN :
978-1-61284-465-7
Type :
conf
DOI :
10.1109/EIT.2011.5978619
Filename :
5978619
Link To Document :
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