A programmable 16-lane SIMD ASIP for massive MIMO

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Abstract

This paper presents a 16-lane, 16-bit complex application-specific instruction processor (ASIP) for baseband processing in massive multiple-input multiple-output (MIMO). The architecture utilizes a 3/4-way very large instruction word (VLIW) with highly efficient pre- and post-processing units specifically trimmed for massive MIMO requirements. Architecture optimizations include features like single cycle vector-dot-product, vector indexing and broadcasting, hardware loops and full complex accumulator to provide high performance for various massive MIMO algorithms. Moreover, the ASIP is fully C-programmable, which is crucial for adapting to the evolving 5G standard. In our evaluation, a full massive MIMO up-link detection is executed in ≈11k clock cycles while synthesis results in ST 28 nm FD-SOI suggest a clock frequency of 900 MHz equating in a detection throughput of 330 Mb/s for a 128×16 massive MIMO system.

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Ämnesklassifikation (UKÄ) – OBLIGATORISK

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Originalspråkengelska
Titel på värdpublikation2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings
FörlagInstitute of Electrical and Electronics Engineers Inc.
Volym2019
ISBN (elektroniskt)9781728103976
StatusPublished - 2019
PublikationskategoriForskning
Peer review utfördJa
Evenemang2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Sapporo, Japan
Varaktighet: 2019 maj 262019 maj 29

Konferens

Konferens2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019
LandJapan
OrtSapporo
Period2019/05/262019/05/29