Neural Networks for Robotics: An Engineering Perspective
暫譯: 機器人神經網絡:工程視角
Nancy Arana-Daniel, Alma Y. Alanis, Carlos Lopez-Franco
- 出版商: CRC
- 出版日期: 2018-09-21
- 售價: $6,760
- 貴賓價: 9.5 折 $6,422
- 語言: 英文
- 頁數: 227
- 裝訂: Hardcover
- ISBN: 0815378688
- ISBN-13: 9780815378686
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相關分類:
機器人製作 Robots
海外代購書籍(需單獨結帳)
相關主題
商品描述
The book offers an insight on artificial neural networks for giving a robot a high level of autonomous tasks, such as navigation, cost mapping, object recognition, intelligent control of ground and aerial robots, and clustering, with real-time implementations. The reader will learn various methodologies that can be used to solve each stage on autonomous navigation for robots, from object recognition, clustering of obstacles, cost mapping of environments, path planning, and vision to low level control. These methodologies include real-life scenarios to implement a wide range of artificial neural network architectures.
商品描述(中文翻譯)
本書提供了有關人工神經網絡的深入見解,以賦予機器人高水平的自主任務,例如導航、成本映射、物體識別、地面和空中機器人的智能控制以及聚類,並包含實時實現。讀者將學習各種方法論,這些方法論可用於解決機器人自主導航的每個階段,從物體識別、障礙物聚類、環境成本映射、路徑規劃到視覺和低階控制。這些方法論包括實際場景,以實現各種人工神經網絡架構。