Positioning And Navigation Using Machine Learning Methods(2024th Edition)
Authors:
Kegen Yu
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Book details
ISBN: 9819761980, 978-9819761982
Book publisher: Springer
Book Summary: 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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