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Parallel and Pipelined BRAM-Based Matrix Transposition for 6G

delete2025-08-01
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PRE
AI
J
J. Chen
C
Chuang Yang
X
Xu Zhou
M
Mugen Peng
DOI:10.1109/TCSII.2025.3584052delete
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Abstract

Abstract

En 中文
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.
Keywords:
Matrix transposition
BRAM
6G
pipelined architecture
parallel memory access

Journal

I
IEEE Transactions on Circuits and Systems and Express Briefs
IF:
4.9
Papers:
8.8K
Citations:
2.5W

Organization

B
Beijing University of Posts and Telecommunications
Scholars:
2.6K
Papers: 1.2K
Citations: 4.2K
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