[HTML][HTML] Relevance of phase information for object classification in automotive ultrasonic sensing using convolutional neural networks
Automotive ultrasonic sensors come into play for close-range surround sensing in parking
and maneuvering situations. In addition to ultrasonic ranging, classifying obstacles based on …
and maneuvering situations. In addition to ultrasonic ranging, classifying obstacles based on …
Ultrasonic Object Detection and Classification for AMR Safety
L Brand, Y Wunderle… - 2024 IEEE 29th …, 2024 - ieeexplore.ieee.org
Autonomous mobile robots (AMRs) are used in industrial indoor applications for heavy
loads. However, due to the lack of safety, only lightweight AMRs can be used for outdoor …
loads. However, due to the lack of safety, only lightweight AMRs can be used for outdoor …
[PDF][PDF] Parameter Identification of a Large-Scale Vibroacoustic Finite Element Model with a One-dimensional Convolutional Neural Network
S Cram, J Yu, M Luegmair, M Maeder… - Journal of Theoretical …, 2023 - researchgate.net
S. Cram et al. the influence of the number of parameters on the performance of neural
networks. Furthermore, we train a fully connected feed-forward neural network and compare …
networks. Furthermore, we train a fully connected feed-forward neural network and compare …
A Quality Prediction Method for Optimizing the Teaching Mode of History Courses Based on Multi-Category Data Fusion Analysis
W Na - International Journal of High Speed Electronics and …, 2024 - World Scientific
In the process of predicting the optimization quality of teaching mode, a single convolutional
neural network method is affected by multiple sources of data such as students' behavioral …
neural network method is affected by multiple sources of data such as students' behavioral …
[PDF][PDF] Object classification in automotive ultrasonic sensing using a convolutional neural network
The challenges of automated driving and driver assist systems increasingly require
enhanced sensing of the vehicle environment. Ultrasonic sensors are used in parking and …
enhanced sensing of the vehicle environment. Ultrasonic sensors are used in parking and …
[PDF][PDF] Einfluss der Amplitude und Phase von Ultraschallrückstreuungen auf die Klassifizierbarkeit von Objekten in der Fahrzeugumfeldsensierung
In diesem Beitrag werden auf experimentellen Daten basierende Klassifikationsergebnisse,
welche detailliert in [10] veröffentlicht und diskutiert wurden, zusammenfassend dargestellt …
welche detailliert in [10] veröffentlicht und diskutiert wurden, zusammenfassend dargestellt …