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Vehicle-to-infrastructure IEEE 802.11ad Wi-Fi dataset
Mateus Mattos1, António Rodrigues1, Rui Meireles2
1Instituto de Telecomunicações, FEUP DEEC, University of Porto, Portugal.
This study introduces a dataset for analyzing IEEE 802.11ad performance in vehicle-to-infrastructure (V2I) communications. It captures real-world data on antenna selection and communication range for 802.11ad devices in vehicular scenarios.
Area of Science:
- Wireless communication
- Computer networking
- Transportation engineering
Background:
- IEEE 802.11ad offers high bandwidth for opportunistic Vehicle-to-Infrastructure (V2I) communication.
- High-frequency 60 GHz operation leads to significant attenuation, requiring directional antennas for range.
- Antenna sector selection in 802.11ad is challenging in dynamic V2I environments due to mobility and alignment issues.
Purpose of the Study:
- To present a dataset for analyzing the behavior of Commercial Off-The-Shelf (COTS) IEEE 802.11ad devices in an experimental V2I scenario.
- To facilitate realistic performance analysis of 802.11ad in vehicular communication contexts.
- To support research on antenna selection and communication range optimization for 802.11ad in V2I.
Main Methods:
- Conducted experiments with a mobile client driving around a stationary Access Point (AP).
- Collected data on client mobility, exchanged control frames, and achieved throughput during data downloads.
- Utilized COTS 802.11ad devices for the experimental V2I communication setup.
Main Results:
- The dataset contains detailed information on mobility, control frames, and throughput.
- It enables the study of real-world 802.11ad device performance characteristics.
- Analysis of antenna selection and communication range in a vehicular setting is supported.
Conclusions:
- The dataset provides a valuable resource for understanding 802.11ad behavior in V2I environments.
- It can inform the development of improved V2I communication strategies using 802.11ad.
- Further research can leverage this dataset to optimize 802.11ad for vehicular applications.
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