DocumentCode :
3257635
Title :
Open the Gates: Using High-level Synthesis towards programmable LDPC decoders on FPGAs
Author :
Pratas, Frederico ; Andrade, J. ; Falcao, Gabriel ; Silva, Valter ; Sousa, Leonel
Author_Institution :
Dept. Electr. & Comput. Eng., Univ. de Lisboa, Lisbon, Portugal
fYear :
2013
fDate :
3-5 Dec. 2013
Firstpage :
1274
Lastpage :
1277
Abstract :
State-of-the-art decoders for LDPC codes adopted by several digital communication standards require a significant amount of hardware resources to achieve the desired high throughput performance. With technology scaling below the 22nm and with billions of transistors available per chip/device, the development cost and complexity of such designs represent an increasing challenge for hardware designers tackling these communication algorithms. This paper proposes a new strategy for developing flexible and totally programmable long-length LDPC decoders to target execution on FPGA devices. We exploit Maxeler´s Java-based technology to describe the LDPC decoder architecture. We compare the performance of this approach with state-of-the-art parallel computing architectures and show that for the most complex family of binary LDPC codes, real-time throughputs in the order of Mbit/s can be achieved with much lower development effort than imposed by RTL descriptions, and with tremendous power savings compared to the powerful GPUs.
Keywords :
decoding; field programmable gate arrays; logic design; parity check codes; FPGA devices; Maxeler Java-based technology; RTL description; binary LDPC codes; communication algorithm; design complexity; development cost; digital communication standards; flexible programmable long-length LDPC decoders; hardware designers; hardware resources; high-level synthesis; parallel computing architecture; power savings; real-time throughput; size 22 nm; totally-programmable long-length LDPC decoders; Computer architecture; Decoding; Field programmable gate arrays; Graphics processing units; Kernel; Parity check codes; Throughput;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE
Conference_Location :
Austin, TX
Type :
conf
DOI :
10.1109/GlobalSIP.2013.6737141
Filename :
6737141
Link To Document :
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