A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework
(2023) 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023 p.698-702- 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... (More)
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.
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- author
- Cheng, Sijia LU ; Topal, Ozan Alp ; Ozger, Mustafa ; Cavdar, Cicek ; Edfors, Ove LU and Liu, Liang LU
- organization
- publishing date
- 2023
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- host publication
- 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023
- pages
- 5 pages
- publisher
- IEEE - Institute of Electrical and Electronics Engineers Inc.
- conference name
- 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023
- conference location
- Tempe, United States
- conference dates
- 2023-08-06 - 2023-08-09
- external identifiers
-
- scopus:85185377443
- ISBN
- 9798350302103
- DOI
- 10.1109/MWSCAS57524.2023.10405907
- language
- English
- LU publication?
- yes
- additional info
- Publisher Copyright: © 2023 IEEE.
- id
- 09d12d39-331e-4ded-bbe2-cc5db25c2c18
- date added to LUP
- 2024-03-19 10:44:04
- date last changed
- 2024-04-02 07:27:19
@inproceedings{09d12d39-331e-4ded-bbe2-cc5db25c2c18, abstract = {{<p>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.</p>}}, author = {{Cheng, Sijia and Topal, Ozan Alp and Ozger, Mustafa and Cavdar, Cicek and Edfors, Ove and Liu, Liang}}, booktitle = {{2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023}}, isbn = {{9798350302103}}, language = {{eng}}, pages = {{698--702}}, publisher = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}}, title = {{A Hardware-in-the-Loop Simulator for mmWave Massive MIMO Using PYNQ Framework}}, url = {{http://dx.doi.org/10.1109/MWSCAS57524.2023.10405907}}, doi = {{10.1109/MWSCAS57524.2023.10405907}}, year = {{2023}}, }