Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar
Abstract Although radar sensors have been known for their robustness in challenging environmental conditions, they face difficulties in distinguishing between upper structure (US), such as road signs, traffic lights, overpasses, and pedestrian bridges, and forward vehicle (FV). This misclassificatio...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2024-04-01
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| Series: | Electronics Letters |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/ell2.13149 |
| _version_ | 1827284752654139392 |
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| author | Hyunsoo Yoon Junsu Oh Hyun‐Chool Shin |
| author_facet | Hyunsoo Yoon Junsu Oh Hyun‐Chool Shin |
| author_sort | Hyunsoo Yoon |
| collection | DOAJ |
| description | Abstract Although radar sensors have been known for their robustness in challenging environmental conditions, they face difficulties in distinguishing between upper structure (US), such as road signs, traffic lights, overpasses, and pedestrian bridges, and forward vehicle (FV). This misclassification can lead to false alarms and unwanted braking events. In this paper, the authors propose a method distinguishing between US and FV at different distances based on change in radar cross section (RCS). The study collects real‐world RCS data from various objects identified as US and FV during road driving scenarios. |
| first_indexed | 2024-04-24T10:02:40Z |
| format | Article |
| id | doaj.art-0547ee0516c6409abcfd3e04764fc50d |
| institution | Directory Open Access Journal |
| issn | 0013-5194 1350-911X |
| language | English |
| last_indexed | 2024-04-24T10:02:40Z |
| publishDate | 2024-04-01 |
| publisher | Wiley |
| record_format | Article |
| series | Electronics Letters |
| spelling | doaj.art-0547ee0516c6409abcfd3e04764fc50d2024-04-13T04:30:29ZengWileyElectronics Letters0013-51941350-911X2024-04-01607n/an/a10.1049/ell2.13149Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radarHyunsoo Yoon0Junsu Oh1Hyun‐Chool Shin2Department of Intelligent Semiconductor Soongsil University Seoul Republic of KoreaDepartment of Electronic Engineering Soongsil University Seoul Republic of KoreaDepartment of Intelligent Semiconductor Soongsil University Seoul Republic of KoreaAbstract Although radar sensors have been known for their robustness in challenging environmental conditions, they face difficulties in distinguishing between upper structure (US), such as road signs, traffic lights, overpasses, and pedestrian bridges, and forward vehicle (FV). This misclassification can lead to false alarms and unwanted braking events. In this paper, the authors propose a method distinguishing between US and FV at different distances based on change in radar cross section (RCS). The study collects real‐world RCS data from various objects identified as US and FV during road driving scenarios.https://doi.org/10.1049/ell2.13149radar applicationsradar signal processing |
| spellingShingle | Hyunsoo Yoon Junsu Oh Hyun‐Chool Shin Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar Electronics Letters radar applications radar signal processing |
| title | Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar |
| title_full | Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar |
| title_fullStr | Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar |
| title_full_unstemmed | Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar |
| title_short | Discrimination of various upper structures and vehicles using radar cross section of frequency‐modulated continuous‐wave radar |
| title_sort | discrimination of various upper structures and vehicles using radar cross section of frequency modulated continuous wave radar |
| topic | radar applications radar signal processing |
| url | https://doi.org/10.1049/ell2.13149 |
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