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Safe, Autonomous and Intelligent Vehicles
ISBN-13:
9783319973012
Veröffentl:
2018
Seiten:
204
Autor:
Huafeng Yu
Serie:
Unmanned System Technologies
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
This book covers the start-of-the-art research and development for the emerging area of autonomous and intelligent systems. In particular, the authors emphasize design and validation methodologies to address the grand challenges related to safety. This book offers a holistic view of a broad range of technical aspects (including perception, localization and navigation, motion control, etc.) and application domains (including automobile, aerospace, etc.), presents major challenges and discusses possible solutions.
Introduction.- Statistical Validation of In-Vehicle Machine Learning Systems.- Cyberattack-Resilient Hybrid Switching Controller Design with Application to Unmanned Aircraft System.- Control and Safety of Autonomous Vehicles with Learning-Enabled Components.- AdaStress: Adaptive Stress Testing and Interpretable Analysis of Safety-Critical Systems.- Provably-correct control synthesis for vehicle safety systems.- Reachable Set Estimation and Verification for Neural Network Models of Nonlinear Dynamic Systems.- Adaptation of Human Licensing Examinations to the Certification of Autonomous Systems.- Model-based Software Synthesis for Safety-critical Cyber-Physical Systems.- Compositional Verification for Autonomous Systems with Deep Learning Components.- Index.
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