Autonomy and Unmanned Vehicles: Augmented Reactive Mission and Motion Planning Architecture (Cognitive Science and Technology)
暫譯: 自主與無人車輛:增強反應式任務與運動規劃架構(認知科學與技術)
Somaiyeh MahmoudZadeh, David M.W. Powers, Reza Bairam Zadeh
- 出版商: Springer
- 出版日期: 2018-08-16
- 售價: $5,640
- 貴賓價: 9.5 折 $5,358
- 語言: 英文
- 頁數: 107
- 裝訂: Hardcover
- ISBN: 9811322449
- ISBN-13: 9789811322440
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商品描述
This book addresses higher–lower level decision autonomy for autonomous vehicles, and discusses the addition of a novel architecture to cover both levels. The proposed framework’s performance and stability are subsequently investigated by employing different meta-heuristic algorithms. The performance of the proposed architecture is shown to be largely independent of the algorithms employed; the use of diverse algorithms (subjected to the real-time performance of the algorithm) does not negatively affect the system’s real-time performance. By analyzing the simulation results, the book demonstrates that the proposed model provides perfect mission timing and task management, while also guaranteeing secure deployment. Although mainly intended as a research work, the book’s review chapters and the new approaches developed here are also suitable for use in courses for advanced undergraduate or graduate students.
商品描述(中文翻譯)
本書探討自駕車的高低層級決策自主性,並討論新增一種新穎架構以涵蓋這兩個層級。隨後,通過採用不同的元啟發式演算法來研究所提議框架的性能和穩定性。所提架構的性能顯示在很大程度上與所使用的演算法無關;使用多樣化的演算法(根據演算法的即時性能)不會對系統的即時性能產生負面影響。通過分析模擬結果,本書展示了所提模型提供了完美的任務時序和任務管理,同時也保證了安全的部署。雖然本書主要作為研究工作,但其回顧章節和在此開發的新方法也適合用於高年級本科生或研究生的課程中。