| 研究生: |
黃仲德 Huang, Chung-Te |
|---|---|
| 論文名稱: |
最佳化車輛防碰撞路徑規劃 Optimal Collision-Free Path Planning for Vehicle |
| 指導教授: |
黃才烱
Huang, T. J. |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 機械工程學系 Department of Mechanical Engineering |
| 論文出版年: | 2009 |
| 畢業學年度: | 97 |
| 語文別: | 中文 |
| 論文頁數: | 97 |
| 中文關鍵詞: | 閃避障礙物 、防碰撞 、路徑規劃 |
| 外文關鍵詞: | Collision-Free, Path planning, Obstacle avoidance |
| 相關次數: | 點閱:98 下載:9 |
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車輛防碰撞路徑規劃代表的是如何應用各種演算法來找尋一條車輛可以行走於障礙物之中且過程不會跟其他物體有任何接觸的最短路徑,其中防碰撞表示此路徑具有閃避障礙物的功能,這方面的理論可追朔自七零年代開始的機械手臂運動軌跡與障礙物的干涉討論,及其後陸陸續續衍生出了許多路徑規畫理論如Visibility Graph和potential field等,這些理論基礎也都成為汽車路徑規畫中重要的論述背景,但汽車與工具機之間仍存在許多運動上的差異,譬如迴轉半徑,因此本研究的重點在運動條件的限制下使路徑軌跡變得既單純且平滑上。
平滑曲線的設計上本研究採用Bezier Curve來描述路徑軌跡,接著利用最佳化方法求解,其中控制點位置為設計變數,最短的總路徑長度為目標函數,而車輛與障礙物的距離以及最小迴轉半徑則做為限制條件;但使用最佳化方法求解仍存在計算時間難以控制的問題,因此本論文的另一貢獻在於引入掃描體的連續概念,系統可沿汽車的路徑軌跡將整體的動作轉換成幾個簡易的凸多邊形,進而大幅減少演算系統花費在車體與障礙物之間距離計算的時間。
除演算系統的建立之外,本研究利用遙控車做為實體驗證模型,系統演算結果經過轉換之後,可控制遙控車依演算結果運行,藉此驗證演算結果的正確性。
Collision-Free path planning for vehicle is trying to find a path passing through the obstacles without any contact based on many different algorithms. For collision-free path planning, it means that this path must have some kind of ability in avoiding the obstacles. Research about this area has started in discussion about the interference between robots in 70’s, then coming out with several path planning algorithms such as Visibility Graph and potential field. These algorithms later become the important contribution in vehicle path planning. But there still exits many physical differences between robot and vehicle, such as minimum turning radius in vehicle but not for robot. So the burden of this research is to make the path trajectory simpler and smoother under the physical limits.
This research choose Bezier Curve as the smooth path trajectory. The control points of this curve then become the design variables in later optimal process with minimum path distance as the goal and distance between car and obstacles and turning radius as the limit. However, the time cost is an important issue in optimal process. To deal with this, this research try to involve the concept of swept volume in this problem, this turns the vehicle trajectory into several convex polygons. In this way the time cost in distance calculation between vehicle and obstacles might be reduced.
Except creating the path planning system, this research also construct a model by translate signals between the path planning system and the remote vehicle. So the remote vehicle could be act just as the system planning in the computer and identify that this path is reliable or not.
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