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Multimodal Perception and Secure State Estimation for Robotic Mobility Platforms

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Multimodal Perception and Secure State Estimation for Robotic Mobility Platforms - Liu, Xinghua
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"This book provides a novel perspective on secure state estimation and multimodal perception for robotic mobility platforms such as autonomous vehicles. In particular, the book discusses the two essential topics in autonomous systems: 1. secure state estimation that focuses on system robustness under cyber-attacks, and 2. multi-sensor fusion that helps improve system performance based on the complementary characteristics of different sensors. Finally, the authors introduce a geometric pose estimation framework to ...

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Multimodal Perception and Secure State Estimation for Robotic Mobility Platforms 2022, Wiley-IEEE Press

ISBN-13: 9781119876014

Hardcover