Abstract
In this paper we propose a multi-session
simultaneous localization and mapping algorithm using multiple
input multiple output synthetic aperture radar images. Our
algorithm uses only radar data to calculate odometry,
loop-closure and inter-session constraints as well as to generate
a map of the traversed environment. The proposed algorithm
was validated through real-world data displaying better overall
trajectory estimation, e.g., 79.3% improvement in terms of mean
absolute error, as well as expanded radar-generated maps.
simultaneous localization and mapping algorithm using multiple
input multiple output synthetic aperture radar images. Our
algorithm uses only radar data to calculate odometry,
loop-closure and inter-session constraints as well as to generate
a map of the traversed environment. The proposed algorithm
was validated through real-world data displaying better overall
trajectory estimation, e.g., 79.3% improvement in terms of mean
absolute error, as well as expanded radar-generated maps.
| Originalsprache | Englisch |
|---|---|
| Titel | 2025 22nd European Radar Conference, EuRAD 2025 |
| Herausgeber (Verlag) | Institute of Electrical and Electronics Engineers Inc. |
| Kapitel | Automotive Radar Data Processing 2 |
| Seiten | 43-46 |
| Seitenumfang | 4 |
| ISBN (elektronisch) | 9782874870835 |
| DOIs | |
| Publikationsstatus | Veröffentlicht - 26 Sep. 2025 |
| Veranstaltung | European Radar Conference - Jaarbeurs Convention Centre, Utrecht, Niederlande Dauer: 24 Sep. 2025 → 26 Sep. 2025 https://www.eumw.eu/conference/the-european-radar-conference-eurad/ |
Publikationsreihe
| Name | 2025 22nd European Radar Conference, EuRAD 2025 |
|---|
Konferenz
| Konferenz | European Radar Conference |
|---|---|
| Kurztitel | EuRAD2025 |
| Land/Gebiet | Niederlande |
| Ort | Utrecht |
| Zeitraum | 24.09.2025 → 26.09.2025 |
| Internetadresse |
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