使用机器学习方法进行定位和导航

English | 2024 | ISBN-10: 9819761980 | 384 pages| Epub PDF (True) | 100 MB

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.

中文|2024|ISBN-10:9819761980 |384页|Epub PDF（True）|100 MB这是第一本完全致力于使用机器学习方法进行定位和导航的书。它处理行人、车辆、无人机和低轨卫星的地面、空中和空间定位和导航。使用了大多数主要的机器学习方法，包括监督学习、无监督学习、深度学习和强化学习。这本书介绍了定位和导航的基础知识和深入研究，以及实例。主要章节通过开展实验活动或使用现场测量提供了广泛的数据处理和实验结果。

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