ENGLISH

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

By Kegen Yu (editor)

Book information

Publisher
Springer
Year
2024
ISBN
9819761980, 9789819761982
Language
english
Format
PDF
Filesize
26 MB (27250686 bytes)
Edition
2024
Pages
384\378
Time added
2024-09-20 20:54:32

Description

This is the first book completely dedicated to positioning and navigation using machine learning methods. It deals with ground, aerial, and space positioning and navigation for pedestrians, vehicles, UAVs, and LEO satellites. Most of the major machine learning methods are utilized, including supervised learning, unsupervised learning, deep learning, and reinforcement learning. 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.

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