Intelligent Autonomy of UAVs: Advanced Missions and Future Use (Chapman & Hall/CRC Artificial Intelligence and Robotics Series)
暫譯: 無人機的智能自主性:先進任務與未來應用(Chapman & Hall/CRC 人工智慧與機器人系列)

Yasmina Bestaoui Sebbane

相關主題

商品描述

Intelligent Autonomy of UAVs: Advanced Missions and Future Use provides an approach to the formulation of the fundamental task typical to any mission and provides guidelines of how this task can be solved by different generic robotic problems. As such, this book aims to provide a systems engineering approach to UAV projects, discovering the real problems that need to be resolved independently of the application.

 

After an introduction to the rapidly evolving field of aerial robotics, the book presents topics such as autonomy, mission analysis, human-UAV teams, homogeneous and heterogeneous UAV teams, and finally, UAV-UGV teams. It then covers generic robotic problems such as orienteering and coverage. The book next introduces deployment, patrolling, and foraging, while the last part of the book tackles an important application: aerial search, tracking, and surveillance.

 

This book is meant for both scientists and practitioners. For practitioners, it presents existing solutions that are categorized according to various missions: surveillance and reconnaissance, 3D mapping, urban monitoring, precision agriculture, forestry, disaster assessment and monitoring, security, industrial plant inspection, etc.

 

For scientists, it provides an overview of generic robotic problems such as coverage and orienteering; deployment, patrolling and foraging; search, tracking, and surveillance. The design and analysis of algorithms raise a unique combination of questions from many fields, including robotics, operational research, control theory, and computer science.

商品描述(中文翻譯)

《無人機的智能自主性:先進任務與未來應用》提供了一種針對任何任務的基本任務的制定方法,並提供了如何通過不同的通用機器人問題來解決這一任務的指導方針。因此,本書旨在為無人機(UAV)項目提供系統工程的方法,發現需要獨立解決的實際問題,而不考慮具體應用。

在介紹快速發展的空中機器人領域後,本書呈現了自主性、任務分析、人類與無人機團隊、同質與異質無人機團隊,最後是無人機與地面無人車(UGV)團隊等主題。接著涵蓋了通用機器人問題,如定向和覆蓋。然後本書介紹了部署、巡邏和覓食,而書的最後部分則探討了一個重要的應用:空中搜索、追蹤和監視。

本書適合科學家和實務工作者。對於實務工作者,本書呈現了根據各種任務分類的現有解決方案:監視和偵察、3D 地圖製作、城市監控、精準農業、林業、災害評估與監控、安全、工廠檢查等。

對於科學家,本書提供了通用機器人問題的概述,如覆蓋和定向;部署、巡邏和覓食;搜索、追蹤和監視。算法的設計與分析提出了來自多個領域的獨特問題組合,包括機器人學、運籌學、控制理論和計算機科學。