Autonomous Intelligent Vehicles

Theory, Algorithms, and Implementation

Hong Cheng (Autor)

Buch | Softcover

154 Seiten

2014 | 2011 ed.
Springer London Ltd (Verlag)
978-1-4471-5869-1 (ISBN)

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This important text/reference presents state-of-the-art research on intelligent vehicles, covering not only topics of object/obstacle detection and recognition, but also aspects of vehicle motion control. With an emphasis on both high-level concepts, and practical detail, the text links theory, algorithms, and issues of hardware and software implementation in intelligent vehicle research. Topics and features: presents a thorough introduction to the development and latest progress in intelligent vehicle research, and proposes a basic framework; provides detection and tracking algorithms for structured and unstructured roads, as well as on-road vehicle detection and tracking algorithms using boosted Gabor features; discusses an approach for multiple sensor-based multiple-object tracking, in addition to an integrated DGPS/IMU positioning approach; examines a vehicle navigation approach using global views; introduces algorithms for lateral and longitudinal vehicle motion control.

Part I: Autonomous Intelligent Vehicles.- Introduction.- The State of the Art in USA.- The Framework of Intelligent Vehicles.- Part II: Environment Perception and Modeling.- Road Detection and Tracking.- Vehicle Detection and Tracking.- Multiple-Sensor Based Multiple-Object Tracking.- Part III: Vehicle Localization and Navigation.- An Integrated DGPS/IMU Positioning Approach.- Vehicle Navigation Using Global Views.- Part IV: Advanced Vehicle Motion Control.- Lateral Motion Control for Intelligent Vehicles.- Longitudinal Motion Control for Intelligent Vehicles.

Reihe/Serie	Advances in Pattern Recognition
Zusatzinfo	X, 154 p.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Intelligent Vehicles • Lane Detection and Tracking • Road Perception and Modeling • Vehicle Detection and Tracking • Vehicle Lateral and Longitudinal Controls • Vehicle Navigation
ISBN-10	1-4471-5869-5 / 1447158695
ISBN-13	978-1-4471-5869-1 / 9781447158691
Zustand	Neuware