基于GPU的卷积码高速并行Viterbi译码器
High-Throughput and Memory-Efficient Parallel Viterbi Decoder for Convolutional Codes on GPU
摘要:
本文描述了维特比译码算法的并行实现。维特比译码器被广泛应用于无线通信系统中。所提出的解决方案通过应用统一内核实现和并行回溯等优化来优化吞吐量和内存使用。实验评估表明,该解决方案实现了更高的吞吐量相比,以前的GPU加速的解决方案。
英文摘要:
This paper describes a parallel implementation of Viterbi decoding algorithm. Viterbi decoder is widely used in many state-of-the-art wireless systems. The proposed solution optimizes both throughput and memory usage by applying optimizations such as unified kernel implementation and parallel traceback. Experimental evaluations show that the proposed solution achieves higher throughput compared to previous GPU-accelerated solutions.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。