An FPGA-based Quantum Control System with a Runtime Configurable Signal Generator

Signal generators for qubit control and measure-ments play a key role in quantum computers in terms of latency and scalability. Typically, the control pulses are generated by arbitrary waveform generators (AWGs) via preloaded lookup tables. However, this method lacks the flexibility to adjust phase and frequency in complicated programs, such as variational quantum eigensolvers (VAE) or pulse shape optimization al-gorithms. Therefore, we propose a quantum control system composed of a quantum control processor (QCP) and a run-time waveform-configurable signal generator in this work. For the signal generator, we developed a parallelized direct digital synthesis (DDS) structure to adaptively generate waveforms without requiring the entire waveform to be preloaded. The QCP, based on HiSEP-Q, is optimized with a deeper pipelined architecture to increase frequency and match the high bandwidth of signal generators. Additionally, we introduce a synchronization architecture in the QCP to manage uneven delays among different generation threads. Validated on the ZCU216 platform, our system achieves flexible signal generation with an average latency of 20 ns and reduces memory usage by more than 50%.

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Publication Details

Published
2024-09-15
DOI
https://doi.org/10.1109/qce60285.2024.10412
Citations
1
Primary Topic
Quantum Computing Algorithms and Architecture
Type
article
Field-Weighted Citation Impact
0.35
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article

An FPGA-based Quantum Control System with a Runtime Configurable Signal Generator

Martin Schulz, Tao Guo, Xiaorang Guo
1 citations
Quantum Computing Algorithms and Architecture
0.35
article

An FPGA-based Quantum Control System with a Runtime Configurable Signal Generator

Martin Schulz, Tao Guo, Xiaorang Guo
article en
1 citations

Abstract

Signal generators for qubit control and measure-ments play a key role in quantum computers in terms of latency and scalability. Typically, the control pulses are generated by arbitrary waveform generators (AWGs) via preloaded lookup tables. However, this method lacks the flexibility to adjust phase and frequency in complicated programs, such as variational quantum eigensolvers (VAE) or pulse shape optimization al-gorithms. Therefore, we propose a quantum control system composed of a quantum control processor (QCP) and a run-time waveform-configurable signal generator in this work. For the signal generator, we developed a parallelized direct digital synthesis (DDS) structure to adaptively generate waveforms without requiring the entire waveform to be preloaded. The QCP, based on HiSEP-Q, is optimized with a deeper pipelined architecture to increase frequency and match the high bandwidth of signal generators. Additionally, we introduce a synchronization architecture in the QCP to manage uneven delays among different generation threads. Validated on the ZCU216 platform, our system achieves flexible signal generation with an average latency of 20 ns and reduces memory usage by more than 50%.

Technical University of Munich (DE)
Affordable and clean energy
Openalex Percentile: Top 30%
Quantum Computing Algorithms and Architecture
0.35
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