Intelligent Maritime Navigation
AIS data-driven Knowledge Mining and Decision Support
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Beschreibung
This book presents a systematic scheme of intelligent ship navigation using automatic identification system (AIS). This book introduces several AIS innovations in navigation by following the streamline from AIS data collection, processing, analysis, to knowledge discovery, to decision support. The special features of the book include rich data processing examples, state-of-the-art data analysis and data-driven modeling approaches, and various detailed case studies. This book is suitable for readers with engineering background, especially for researchers focused on intelligent ship transport systems.
This book presents a systematic scheme of intelligent ship navigation using automatic identification system (AIS). This book introduces several AIS innovations in navigation by following the streamline from AIS data collection, processing, analysis, to knowledge discovery, to decision support. The special features of the book include rich data processing examples, state-of-the-art data analysis and data-driven modeling approaches, and various detailed case studies. This book is suitable for readers with engineering background, especially for researchers focused on intelligent ship transport systems.
A full understanding of the use of AIS data in developing intelligent ship navigation systems Offers various enabling technologies and in-depth AIS innovation case studies Includes a complete data engineering scheme for ship navigation from AIS data collection to decision support
Autor*in
Guoyuan Li
Themen in »Intelligent Maritime Navigation«
Intelligent transport systems AIS data Ship encounter identification Ship trajectory prediction Ship collision avoidance Knowledge extraction Decision support systems