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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2022
License: CC BY
Data sources: ZENODO
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ZENODO
Dataset . 2022
License: CC BY
Data sources: Datacite
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Full-waveform pulsed LiDAR dataset

Authors: Bastos, Daniel; Brandão, Alexandre; Lorences-Riesgo, Abel; Monteiro, Paulo; Oliveira, Arnaldo; Pereira, Dionísio; Olyaei, Hadi; +1 Authors

Full-waveform pulsed LiDAR dataset

Abstract

A dataset comprised of full-waveform (periodically sampled) pulses emulating LiDAR signals is provided. The waveforms were captured at a sampling rate of 20 Gsample/s and over a dynamic range of 45 dB. A simple Python notebook is also given, showing how to properly load the waveforms and capture parameters from the stored .mat file. The dataset was used to demonstrate a new time-frequency estimation method for pulsed LiDAR systems [1]. The dataset was also used to build efficient machine learning (ML) models capable of accurate and precise time-of-flight estimations [2]. For full details, please check the Experimental Setup in [1]. Please contact Daniel Bastos (d.bastos@ua.pt) for any further questions. References: [1] – D. Bastos, A. Brandão, A. Lorences-Riesgo, P. P. Monteiro, A. S. R. Oliveira, D. Pereira, H. Z. Olyaei and M. V. Drummond, , "Time-Frequency Range Estimation Method for Pulsed LiDAR," in IEEE Transactions on Vehicular Technology, vol. 72, no. 2, pp. 1429-1437, Feb. 2023, doi: 10.1109/TVT.2022.3207588. [2] – Daniel Bastos, Bruno Faria, Paulo P. Monteiro, Arnaldo S. R. Oliveira, and Miguel V. Drummond, "Machine learning-aided LiDAR range estimation," Opt. Lett. 48, 1962-1965 (2023), doi: 10.1364/OL.487000.

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Keywords

Full-waveform LiDAR, Lidar, LiDAR, Full-waveform pulsed LiDAR, Pulsed LiDAR

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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