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A Domain Specific Computing Architecture for Open 6G Baseband Signal Processing

Published: 25 September 2023 Publication History

Abstract

The vision of decoupled software and hardware for wireless communications has prompted the application of Open-Radio-Access-Networks (O-RANs) and Software Defined Radios (SDRs). Such a structure is beneficial to operators for flexible and low-cost network deployment, and to terminals for continuously evolving wireless technologies. Conventionally, they rely on General-Purpose-Processors (GPPs) such as Intel’s x86 processors, Digital Signal Processors (DSPs) and Field Programmable Gate Arrays (FPGAs) for digital baseband signal processing. However, concerns regarding energy efficiency, open software environment and programmability still hinder the development. This paper proposes a domain specific manycore architecture based on RISC-V instruction extension and a multi-level dataflow programming model for open-source baseband signal processing in 6G networks. The proposed architecture shows promising performance which is comparable to state-of-the-art FPGA implementations, and meanwhile flexibility in terms of software programmability.

References

[1]
Norman P. Jouppi, Cliff Young, Nishant Patil, and David Patterson. 2018. A Domain-Specific Architecture for Deep Neural Networks. Commun. ACM 61, 9 (Aug 2018), 50–59.
[2]
Anish Krishnakumar, Umit Ogras, Radu Marculescu, Mike Kishinevsky, and Trevor Mudge. 2023. Domain-Specific Architectures: Research Problems and Promising Approaches. ACM Transactions on Embedded Computing Systems 22, 2 (2023), 1–26.

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  1. A Domain Specific Computing Architecture for Open 6G Baseband Signal Processing

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      cover image ACM Other conferences
      ACM TURC '23: Proceedings of the ACM Turing Award Celebration Conference - China 2023
      July 2023
      173 pages
      ISBN:9798400702334
      DOI:10.1145/3603165
      Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 25 September 2023

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      Author Tags

      1. 6G
      2. RISC-V
      3. baseband processing
      4. domain specific computing

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