Title :
Design and implementation of GPU-based turbo decoder with a minimal latency
Author :
Heungseop Ahn ; Yong Jin ; Sangwook Han ; Seungwon Choi ; Sungsoo Ahn
Author_Institution :
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
Decoding latency of the turbo decoder has been a serious problem in real-time processing of communication systems. This paper presents a novel procedure of reducing the latency of the turbo decoder which has been implemented with GPU (Graphic Processing Unit). The main contribution of this paper is to present an efficient procedure of reducing the latency of GPU-based turbo decoder through an efficient parallel processing of maximum a posteriori (MAP). Through experimental tests, we have verified that the proposed turbo decoder reduces the latency from 34,767μs to 273μs per iteration.
Keywords :
codecs; decoding; graphics processing units; maximum likelihood estimation; turbo codes; GPU; MAP; communication systems real-time processing; decoding latency; graphic processing unit; maximum a posteriori; turbo decoder; Bit error rate; Communication systems; Decoding; Educational institutions; Graphics processing units; Iterative decoding; Parallel processing; CUDA; GPU; Turbo decoder; parallel MAP decoder;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884510