5Gperf: signal processing performance for 5G
G. Hains, W. Suijlen, W. Liang, Z. Wu
TL;DR
The paper presents 5Gperf, a project focused on enhancing signal-processing algorithms for 5G base stations, including optimized CPU algorithms and a new tool for converting MATLAB to C.
Contribution
It introduces improved SIMD-parallel CPU algorithms and a novel software tool for MATLAB-to-C conversion to boost 5G signal processing performance.
Findings
Enhanced CPU algorithms for 5G signal processing
Development of a MATLAB-to-C conversion tool
Achieved higher performance in 5G base-station prototype
Abstract
The 5Gperf project was conducted by Huawei research teams in 2016-17. It was concerned with the acceleration of signal-processing algorithms for a 5G base-station prototype. It improved on already optimized SIMD-parallel CPU algorithms and designed a new software tool for higher programmer productivity when converting MATLAB code to optimized C
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Taxonomy
TopicsAdvanced MIMO Systems Optimization · Satellite Communication Systems · Telecommunications and Broadcasting Technologies