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On-Board Deep-Learning-Based Unmanned Aerial Vehicle Fault Cause Detection and Identification PDF

7 Pages·2022·English
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by ['vshssvs7']| 2022| 7 pages| English

About On-Board Deep-Learning-Based Unmanned Aerial Vehicle Fault Cause Detection and Identification

With the increase in use of Unmanned Aerial Vehi- cles (UAVs)/drones, it is important to detect and identify causes of failure in real time for proper recovery from a potential crash-like scenario or post incident forensics analysis. The cause of crash could be either a fault in the sensor/actuator system, a physical damage/attack, or a cyber attack on the drone’s software. In this paper, we propose novel architectures based on deep Convolutional and Long Short-Term Memory Neural Networks (CNNs

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Author:['vshssvs7']
Publication Year:2022
Pages:7
Language:English
Format:PDF
Price:FREE
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