Millimeter wave radar data of people walking
This dataset contains complex signals coming from a mmWave FMCW radar system. Signals were acquired during a measurement campaign taken indoor and aimed to assess people's different ways of walking. Measurement setup and devices are described.The dataset consists of the acquisitions of six diff...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2020-08-01
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| Series: | Data in Brief |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352340920308908 |
| _version_ | 1819051417074139136 |
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| author | Ennio Gambi Gianluca Ciattaglia Adelmo De Santis Linda Senigagliesi |
| author_facet | Ennio Gambi Gianluca Ciattaglia Adelmo De Santis Linda Senigagliesi |
| author_sort | Ennio Gambi |
| collection | DOAJ |
| description | This dataset contains complex signals coming from a mmWave FMCW radar system. Signals were acquired during a measurement campaign taken indoor and aimed to assess people's different ways of walking. Measurement setup and devices are described.The dataset consists of the acquisitions of six different types of activities, performed by 29 subjects who repeat each activity several times. Therefore, the dataset contains multiple different experiments for each activity, for a total of 231 acquisitions. The subjects walk without any constraint or do not follow any pattern, thus making this dataset useful not only for human gait recognition but also to evaluate the performance of different radar data processing algorithms. |
| first_indexed | 2024-12-21T12:03:36Z |
| format | Article |
| id | doaj.art-3ef662e23bc842979d5a407ac68fae95 |
| institution | Directory Open Access Journal |
| issn | 2352-3409 |
| language | English |
| last_indexed | 2024-12-21T12:03:36Z |
| publishDate | 2020-08-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Data in Brief |
| spelling | doaj.art-3ef662e23bc842979d5a407ac68fae952022-12-21T19:04:45ZengElsevierData in Brief2352-34092020-08-0131105996Millimeter wave radar data of people walkingEnnio Gambi0Gianluca Ciattaglia1Adelmo De Santis2Linda Senigagliesi3Corresponding author.; Department of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyDepartment of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyDepartment of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyDepartment of Information Engineering, Università Politecnica delle Marche, Ancona, ItalyThis dataset contains complex signals coming from a mmWave FMCW radar system. Signals were acquired during a measurement campaign taken indoor and aimed to assess people's different ways of walking. Measurement setup and devices are described.The dataset consists of the acquisitions of six different types of activities, performed by 29 subjects who repeat each activity several times. Therefore, the dataset contains multiple different experiments for each activity, for a total of 231 acquisitions. The subjects walk without any constraint or do not follow any pattern, thus making this dataset useful not only for human gait recognition but also to evaluate the performance of different radar data processing algorithms.http://www.sciencedirect.com/science/article/pii/S2352340920308908mmWave radarWalking analysisAutomotive radarMachine learningHuman gait analysis |
| spellingShingle | Ennio Gambi Gianluca Ciattaglia Adelmo De Santis Linda Senigagliesi Millimeter wave radar data of people walking Data in Brief mmWave radar Walking analysis Automotive radar Machine learning Human gait analysis |
| title | Millimeter wave radar data of people walking |
| title_full | Millimeter wave radar data of people walking |
| title_fullStr | Millimeter wave radar data of people walking |
| title_full_unstemmed | Millimeter wave radar data of people walking |
| title_short | Millimeter wave radar data of people walking |
| title_sort | millimeter wave radar data of people walking |
| topic | mmWave radar Walking analysis Automotive radar Machine learning Human gait analysis |
| url | http://www.sciencedirect.com/science/article/pii/S2352340920308908 |
| work_keys_str_mv | AT enniogambi millimeterwaveradardataofpeoplewalking AT gianlucaciattaglia millimeterwaveradardataofpeoplewalking AT adelmodesantis millimeterwaveradardataofpeoplewalking AT lindasenigagliesi millimeterwaveradardataofpeoplewalking |