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A hybrid feature model and deep learning based fault diagnosis for unmanned aerial vehicle sensors 期刊论文
Neurocomputing, 2018, 卷号: 319, 期号: 2018, 页码: 155-163
作者:  Guo, Dingfei;  Zhong, Maiying
Adobe PDF(2685Kb)  |  收藏  |  浏览/下载：141/48  |  提交时间：2022/04/06
Model based fault diagnosis  Deep learning  Short-time fourier transform  Convolutional neural network  UAV sensors  
Fault detection and isolation for Unmanned Aerial Vehicle sensors by using extended PMI filter 会议论文
IFAC-PapersOnline, Warsaw, Poland, 2018-8-29
作者:  Guo, Dingfei;  Wang, Yuin;  Zhong, Maying
Adobe PDF(625Kb)  |  收藏  |  浏览/下载：421/313  |  提交时间：2022/04/06
Unmanned aerial vehicles  kinematics model  proportional multiple integral  sensors fault detection and isolation  
Multisensor Data-Fusion-Based Approach to Airspeed Measurement Fault Detection for Unmanned Aerial Vehicles 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2018, 卷号: 67, 期号: 2, 页码: 317-327
作者:  Guo, Dingfei;  Zhong, Maiying
Adobe PDF(1853Kb)  |  收藏  |  浏览/下载：149/47  |  提交时间：2022/04/06
Airspeed estimation  fault detection  kinematics model  pitot tube  unmanned aerial vehicle