Real-world Wireless Communication Dataset: IEEE 802.11ax, LTE, and 5G-NR Signals

Citation Author(s):
Siddhartha
Subray
Submitted by:
Siddhartha Subray
Last updated:
Thu, 10/05/2023 - 06:48
DOI:
10.21227/b82j-sy57
Data Format:
*.json(zip);*.data(zip)
License:
Creative Commons Attribution
3468 Views
Categories:
Artificial Intelligence
Wireless Networking
Signal Processing
Keywords:
RF Signals dataset for ML
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Abstract 

This dataset presents a collection of real-world RF signals encompassing three prominent wireless communication technologies: Wi-Fi (IEEE 802.11ax), LTE, and 5G. The data aims to facilitate advanced research in spectrum analysis, interference identification, and wireless communication optimization. The signals were meticulously captured under varying conditions to ensure a broad representation of real-world scenarios, including different modulation schemes, channel conditions, and data rates. This diverse collection serves as a benchmark for developers, researchers, and industry professionals striving to understand, compare, and innovate within the domains of Wi-Fi, LTE, and 5G. Potential applications range from algorithm development for signal processing, interference mitigation, signal classification, and so on.

Instructions: 

Data is stored in numpy.int16 format. The python code to read the data is attached.

Comments

Real-world RF signal datasets for Wi-Fi (IEEE 802.11ax), LTE, and 5G-NR signals.

Submitted by Siddhartha Subray on Thu, 10/05/2023 - 06:46

Subject: Request for Access to Dataset Real-world RF signal datasets for Wi-Fi (IEEE 802.11ax), LTE, and 5G-NR signals

Dear IEEE DataPort Team,  

My name is YanZhen, a Ph.D. Student at Changchun University of Science and Technology. I am currently conducting research in the field ofRF fingerprinting, or IoT device identification.  

I would like to formally request access to the dataset ​"Real-world RF signal datasets for Wi-Fi (IEEE 802.11ax), LTE, and 5G-NR signals" hosted on IEEE DataPort (URL: https://ieee-dataport.org/documents/real-world-wireless-communication-da...). This dataset is critical for my research on developing a deep learning model to identify unique RF fingerprints of IoT devices.  

The data will be used strictly for non-commercial academic research. I confirm that I will comply with all terms of use, including proper citation of the dataset and avoidance of redistribution without permission.  

Thank you for your time and support. Please let me know if any additional information or documentation is required.  

Best regards,  

Yan Zhen

Changchun University of Science and Technology

developer_yan@163.com

Submitted by Yan Zhen on Fri, 03/21/2025 - 02:55

Subject: Request for Access to Dataset Real-world RF signal datasets for Wi-Fi (IEEE 802.11ax), LTE, and 5G-NR signals

Dear IEEE DataPort Team,  

My name is YanZhen, a Ph.D. Student at Changchun University of Science and Technology. I am currently conducting research in the field ofRF fingerprinting, or IoT device identification.  

I would like to formally request access to the dataset ​"Real-world RF signal datasets for Wi-Fi (IEEE 802.11ax), LTE, and 5G-NR signals" hosted on IEEE DataPort (URL: https://ieee-dataport.org/documents/real-world-wireless-communication-da...). This dataset is critical for my research on developing a deep learning model to identify unique RF fingerprints of IoT devices.  

The data will be used strictly for non-commercial academic research. I confirm that I will comply with all terms of use, including proper citation of the dataset and avoidance of redistribution without permission.  

Thank you for your time and support. Please let me know if any additional information or documentation is required.  

Best regards,  

Yan Zhen

Changchun University of Science and Technology

developer_yan@163.com

Submitted by Yan Zhen on Fri, 03/21/2025 - 03:08

i need this dataset for my Msc thesis

Submitted by kidstemariam Kidane on Fri, 11/24/2023 - 22:09

I need this dataset for my Comp Comm Networks Thesis

Submitted by Ty Runner on Thu, 12/07/2023 - 17:59

I need this dataset for my UG final year project

Submitted by Lakshmi Shree P on Fri, 12/08/2023 - 00:58

I need this dataset for my DRL+MAC research in my graduate thesis

Submitted by Wang Qi on Wed, 02/21/2024 - 10:25

I need this dataset for my DRL+MAC research in my graduate thesis

Submitted by Wang Qi on Wed, 02/21/2024 - 10:25

.

Submitted by Owaeb Foy on Thu, 02/29/2024 - 09:15

I believe access to this dataset requires subscription to DataPort. Honestly, I'm not able to access my own dataset since I don't have subscription anymore. For those who prefer a free alternative, you may want to explore similar datasets available on popular platforms like Kaggle.

Submitted by Siddhartha Subray on Sun, 04/28/2024 - 04:20

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