EAN: 9783658269487

Bilder-Quelle: discount24.de - Sport-Freizeit

To tackle the challenges of the road estimation task many works employ a fusion of multiple sources. By that a commonly made assumption is that the sources always are equally reliable. However this assumption is inappropriate since each source has certain advantages and drawbacks depending on the operational scenarios. Therefore Tuan Tran Nguyen proposes a novel concept by incorporating reliabilities into the multi-source fusion so that the road estimation task can alternately select only the most reliable sources. Thereby the author estimates the reliability for each source online using classifiers trained with the sensor measurements the past performance and the context. Using real data recordings he shows via experimental results that the presented reliability-aware fusion increases the availability of automated driving up to 7 percentage points compared to the average fusion. About the Author: Tuan Tran Nguyen received the Master's degree in computer science and the Ph.D. degree from Otto-von-Guericke University Magdeburg Germany in 2013 and 2019 respectively. His research focuses on methods and architectures for reliability-based sensor fusion in intelligent vehicles.

Produktinformationen zuletzt aktualisiert am
18.03.2025 um 02:46 Uhr

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