Parallel and Pipelined BRAM-Based Matrix Transposition for 6G

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.

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Publication Details

Journal
IEEE Transactions on Circuits & Systems II Express Briefs
Published
2025-01-01
DOI
https://doi.org/10.1109/tcsii.2025.3584052
Primary Topic
Advanced Wireless Communication Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

Parallel and Pipelined BRAM-Based Matrix Transposition for 6G

J. Chen, Mugen Peng, Xu Zhou, Chuang Yang
IEEE Transactions on Circuits & Systems II Express Briefs
Advanced Wireless Communication Technologies
article

Parallel and Pipelined BRAM-Based Matrix Transposition for 6G

J. Chen, Mugen Peng, Xu Zhou, Chuang Yang
article en

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.

IEEE Transactions on Circuits & Systems II Express Briefs
Beijing University of Posts and Telecommunications (CN)
National Science and Technology Major Project, Beijing Municipal Natural Science Foundation
Openalex Percentile: Top 87%
Advanced Wireless Communication Technologies
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