Positioning and Navigation Using Machine Leaing Methods (Navigation:Science and Technology, 14)

by: Kegen Yu (Editor)

Publisher: Springer

Edition: 2024th

Publication Date: 2024/9/18

Language: English

Print Length: 384 pages

ISBN-10: 9819761980

ISBN-13: 9789819761982

Book Description

This is the first book completely dedicated to positioning and navigation using machine leaing methods. It deals with ground, aerial, and space positioning and navigation for pedestrians, vehicles, UAVs, and LEO satellites. Most of the major machine leaing methods are utilized, including supervised leaing, unsupervised leaing, deep leaing, and reinforcement leaing. The book presents both fundamentals and in-depth studies as well as practical examples in positioning and navigation. Extensive data processing and experimental results are provided in the major chapters through conducting experimental campaigns or using in-situ measurements.

About the Author

This is the first book completely dedicated to positioning and navigation using machine leaing methods. It deals with ground, aerial, and space positioning and navigation for pedestrians, vehicles, UAVs, and LEO satellites. Most of the major machine leaing methods are utilized, including supervised leaing, unsupervised leaing, deep leaing, and reinforcement leaing. The book presents both fundamentals and in-depth studies as well as practical examples in positioning and navigation. Extensive data processing and experimental results are provided in the major chapters through conducting experimental campaigns or using in-situ measurements.