Control of Multiple Robots Using Vision Sensors (Advances in Industrial Control)
暫譯: 使用視覺感測器控制多個機器人(工業控制進展)

Miguel Aranda, Gonzalo López-Nicolás, Carlos Sagüés

  • 出版商: Springer
  • 出版日期: 2017-05-22
  • 售價: $4,840
  • 貴賓價: 9.5$4,598
  • 語言: 英文
  • 頁數: 187
  • 裝訂: Hardcover
  • ISBN: 3319578278
  • ISBN-13: 9783319578279
  • 相關分類: 感測器 Sensor機器人製作 Robots
  • 海外代購書籍(需單獨結帳)

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商品描述

This monograph introduces novel methods for the control and navigation of mobile robots using multiple-1-d-view models obtained from omni-directional cameras. This approach overcomes field-of-view and robustness limitations, simultaneously enhancing accuracy and simplifying application on real platforms. The authors also address coordinated motion tasks for multiple robots, exploring different system architectures, particularly the use of multiple aerial cameras in driving robot formations on the ground. Again, this has benefits of simplicity, scalability and flexibility. Coverage includes details of:

  • a method for visual robot homing based on a memory of omni-directional images;
  • a novel vision-based pose stabilization methodology for non-holonomic ground robots based on sinusoidal-varying control inputs;
  • an algorithm to recover a generic motion between two 1-d views and which does not require a third view;
  • a novel multi-robot setup where multiple camera-carrying unmanned aerial vehicles are used to observe and control a formation of ground mobile robots; and
  • three coordinate-free methods for decentralized mobile robot formation stabilization.

The performance of the different methods is evaluated both in simulation and experimentally with real robotic platforms and vision sensors.

Control of Multiple Robots Using Vision Sensors will serve both academic researchers studying visual control of single and multiple robots and robotics engineers seeking to design control systems based on visual sensors.

商品描述(中文翻譯)

這本專著介紹了使用全向攝影機獲得的多一維視圖模型來控制和導航移動機器人的新方法。這種方法克服了視野和穩健性限制,同時提高了準確性並簡化了在實際平台上的應用。作者還針對多個機器人的協調運動任務進行探討,研究了不同的系統架構,特別是使用多個空中攝影機來驅動地面機器人編隊。這樣的設計具有簡單性、可擴展性和靈活性的優點。內容涵蓋了以下細節:

- 一種基於全向影像記憶的視覺機器人回家方法;
- 一種針對非全向地面機器人的新型基於視覺的姿態穩定方法,基於正弦變化的控制輸入;
- 一種算法,用於恢復兩個一維視圖之間的通用運動,且不需要第三個視圖;
- 一種新型的多機器人設置,其中多個攜帶攝影機的無人機用於觀察和控制地面移動機器人的編隊;
- 三種無坐標的去中心化移動機器人編隊穩定方法。

不同方法的性能在模擬和實際機器人平台及視覺感測器上進行了評估。《使用視覺感測器控制多個機器人》將為研究單一和多個機器人視覺控制的學術研究者以及尋求基於視覺感測器設計控制系統的機器人工程師提供幫助。