A Programmable 16-Lane Simd Asip For Massive Mimo

2019 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS)(2019)

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摘要
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 approximate to 11k clock cycles while synthesis results in ST 28nm FD-SOI suggest a clock frequency of 900 MHz equating in a detection throughput of 330 Mb/s for a 128x16 massive MIMO system.
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关键词
baseband processing,massive multiple-input multiple-output,massive MIMO requirements,architecture optimizations,single cycle vector-dot-product,vector indexing,complex accumulator,massive MIMO algorithms,very large instruction word,massive MIMO system,programmable 16-lane SIMD ASIP,complex application-specific instruction processor,vector broadcasting,hardware loops,C-programmable ASIP,5G standard,massive MIMO up-link detection,FD-SOI,size 28.0 nm,frequency 900.0 MHz,bit rate 330 Mbit/s,Si
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