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Kniha Positioning and Navigation Using Machine Learning Methods Kegen Yu

Positioning and Navigation Using Machine Learning Methods

Autor: Kegen Yu
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Springer, Berlin
Dostupnost: U nakladatele na objednávku
Odesíláme za 17-27 dnů
5 352 Kč
This is the first book completely dedicated to positioning and navigation using machine learning met...

Informace o knize

Autor
Kegen Yu
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2024
Stránek
374
EAN
9789819761982
Enbook ID
46539125
Vydavatel
Springer, Berlin
Hmotnost
753
Rozměry
155 x 235

Kompletní popis

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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