A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework

Sijia Cheng; Ozan Alp Topal; Mustafa Ozger; Cicek Cavdar; Ove Edfors; Liang Liu

doi:10.1109/MWSCAS57524.2023.10405907

A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework

Sijia Cheng, Ozan Alp Topal, Mustafa Ozger, Cicek Cavdar, Ove Edfors, Liang Liu

KTH Royal Institute of Technology

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

Sammanfattning

Massive multiple-input multiple-output (MIMO) plays an important role in beyond 5G systems to support high data rate and low latency, especially operating at millimeter-wave frequency bands. In traditional software-based simulators, the simulation time increases exponentially with the number of base station antennas and served users. We propose a hardware-in-loop simulator that combines the flexible software and fast and accurate hardware with Python Productivity for Zynq (PYNQ) framework. The simulation of massive MIMO detection is accelerated by 4 orders of magnitudes with bit-accurate result. With the help of the developed simulator, we explore the design trade-offs between system performance and hardware cost for in-flight-cabin use cases.

Originalspråk	engelska
Titel på värdpublikation	2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023
Förlag	IEEE - Institute of Electrical and Electronics Engineers Inc.
Sidor	698-702
Antal sidor	5
ISBN (elektroniskt)	9798350302103
DOI	https://doi.org/10.1109/MWSCAS57524.2023.10405907
Status	Published - 2023
Evenemang	2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023 - Tempe, USA Varaktighet: 2023 aug. 6 → 2023 aug. 9

Konferens

Konferens	2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023
Land/Territorium	USA
Ort	Tempe
Period	2023/08/06 → 2023/08/09

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© 2023 IEEE.

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10.1109/MWSCAS57524.2023.10405907

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title = "A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework",

abstract = "Massive multiple-input multiple-output (MIMO) plays an important role in beyond 5G systems to support high data rate and low latency, especially operating at millimeter-wave frequency bands. In traditional software-based simulators, the simulation time increases exponentially with the number of base station antennas and served users. We propose a hardware-in-loop simulator that combines the flexible software and fast and accurate hardware with Python Productivity for Zynq (PYNQ) framework. The simulation of massive MIMO detection is accelerated by 4 orders of magnitudes with bit-accurate result. With the help of the developed simulator, we explore the design trade-offs between system performance and hardware cost for in-flight-cabin use cases.",

author = "Sijia Cheng and Topal, {Ozan Alp} and Mustafa Ozger and Cicek Cavdar and Ove Edfors and Liang Liu",

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year = "2023",

doi = "10.1109/MWSCAS57524.2023.10405907",

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booktitle = "2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023",

publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",

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Cheng, S, Topal, OA, Ozger, M, Cavdar, C, Edfors, O & Liu, L 2023, A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework. i 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023. IEEE - Institute of Electrical and Electronics Engineers Inc., s. 698-702, 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023, Tempe, USA, 2023/08/06. https://doi.org/10.1109/MWSCAS57524.2023.10405907

A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework. / Cheng, Sijia; Topal, Ozan Alp; Ozger, Mustafa et al.
2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023. IEEE - Institute of Electrical and Electronics Engineers Inc., 2023. s. 698-702.

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

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AU - Edfors, Ove

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A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework

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