Parallel and Pipelined BRAM-Based Matrix Transposition for 6G

IF 4.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Jierui Chen;Chuang Yang;Xu Zhou;Mugen Peng
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引用次数: 0

Abstract

In this brief, we present a parallel and pipelined algorithm for BRAM-based matrix transposition, along with its corresponding architecture, optimized specifically to meet the stringent throughput and latency demands of 6G. The architecture utilizes a novel address mapping algorithm, which exploits the coprimality between memory parameters to achieve conflict-free parallel access via a simple yet efficient prime-modulo addressing scheme.The architecture achieves conflict-free parallel memory access on BRAM, significantly improving parallelism and enhancing throughput. More importantly, by adopting a ping-pong buffering scheme, it enables fully pipelined and highly parallel matrix transposition, primarily targeting low-latency and high-throughput tasks in 6G. Experimental results show that, compared with existing implementations supporting similar matrix sizes, the architecture in this brief increases throughput significantly from 0.8 GB/s to 25.6 GB/s under a latency of 0.08ms.
基于并行和流水线bram的6G矩阵转置
在本文中,我们提出了一种基于bram的矩阵变换的并行和流水线算法,以及相应的架构,专门针对6G严格的吞吐量和延迟需求进行了优化。该架构采用了一种新颖的地址映射算法,利用内存参数之间的共同性,通过一种简单而有效的素模寻址方案实现无冲突的并行访问。该架构在BRAM上实现了无冲突的并行内存访问,显著提高了并行性和吞吐量。更重要的是,通过采用乒乓缓冲方案,它可以实现全流水线和高度并行的矩阵转置,主要针对6G中的低延迟和高吞吐量任务。实验结果表明,与支持类似矩阵大小的现有实现相比,该架构在0.08ms的延迟下将吞吐量从0.8 GB/s显著提高到25.6 GB/s。
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来源期刊
IEEE Transactions on Circuits and Systems II: Express Briefs
IEEE Transactions on Circuits and Systems II: Express Briefs 工程技术-工程:电子与电气
CiteScore
7.90
自引率
20.50%
发文量
883
审稿时长
3.0 months
期刊介绍: TCAS II publishes brief papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: Circuits: Analog, Digital and Mixed Signal Circuits and Systems Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic Circuits and Systems, Power Electronics and Systems Software for Analog-and-Logic Circuits and Systems Control aspects of Circuits and Systems.
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