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100GBit/s RF pattern offload for RFSoC utilizing GNU Radio and PYNQ

100GBit/s RF pattern offload for RFSoC utilizing GNU Radio and PYNQ

2023-12-07 06:18:07

Šiaučiulis, Marius and Northcote, David and Goldsmith, Josh and Crockett, Louise H. and Kaladė, Šarūnas;

(2023)

100GBit/s RF pattern offload for RFSoC utilizing GNU Radio and PYNQ.

In:
2023 twenty first IEEE Interregional NEWCAS Convention (NEWCAS).

IEEE Interregional NEWCAS Convention (NEWCAS)
.

IEEE, GBR, pp. 1-5.
ISBN 9798350300246

(https://doi.org/10.1109/NEWCAS57931.2023.10198070)

See Also

Summary

Fashionable software program outlined radio programs are able to multi-gigabit-per-second sampling charges producing unprecedented quantities of digitized RF information. In purposes comparable to wideband spectrum sensing and machine studying algorithms for cognitive radio, prototyping, and instrumentation, it’s typically impractical to course of the acquired information regionally in real-time. This motivates the necessity for a excessive velocity connection to dump information to an accelerator software working on a secondary processing useful resource. On this paper, we current a novel {hardware} and software program co-design utilizing the AMD RFSoC 4×2 platform, PYNQ and GNU Radio initiatives. The demonstrated system is able to steady 80GBit/s offload in a 100GBit/s channel, utilising a GPU acceleration to quickly course of the Quick Fourier Transforms of a full 2GHz bandwidth RF sign at 60 frames per second.

ORCID iDs

Šiaučiulis, Marius, Northcote, David ORCID logoORCID: https://orcid.org/0000-0003-0287-1531, Goldsmith, Josh ORCID logoORCID: https://orcid.org/0000-0002-3257-3300, Crockett, Louise H. and Kaladė, Šarūnas;

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