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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
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
199.20 €
This is the first book completely dedicated to positioning and navigation using machine learning met...

Informácie o knihe

Autor
Kegen Yu
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2024
Stránok
374
EAN
9789819761982
Enbook ID
46539125
Vydavateľ
Springer, Berlin
Hmotnosť
753
Rozmery
155 x 235

Kompletný 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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