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單側(cè)制動式轉(zhuǎn)向履帶底盤自主行走局部路徑規(guī)劃方法
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江蘇省現(xiàn)代農(nóng)機裝備與技術(shù)示范推廣項目(NJ2021-36)和南京市現(xiàn)代農(nóng)機裝備與技術(shù)創(chuàng)新示范項目(NJ[2023]04)


Local Path Planning Method in Automatic Walking of Single-side Brake Steering Track Chassis
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    摘要:

    針對點動控制的單側(cè)制動式轉(zhuǎn)向履帶底盤在自主行走中控制精度低、轉(zhuǎn)向切換頻繁的問題,提出了一種基于單側(cè)制動轉(zhuǎn)向履帶底盤的三切線局部路徑動態(tài)規(guī)劃算法,根據(jù)履帶底盤轉(zhuǎn)向制動力矩不可控特性,設(shè)計了“轉(zhuǎn)向-直行-轉(zhuǎn)向”的局部路徑規(guī)劃方式。三切線局部路徑動態(tài)規(guī)劃算法由1條直線與2條圓弧相切組成,第1段圓弧與車輛行駛方向相切,車輛沿圓弧轉(zhuǎn)向逐步偏向目標航線;第2段直線與兩段圓弧相切,車輛沿直線行駛逐步靠近目標航線;第3段圓弧與目標航線相切,車輛沿圓弧轉(zhuǎn)向逐步與目標航向一致。車輛通過歷史移動的橫向偏差和航向偏差采用加權(quán)遞推平均濾波計算轉(zhuǎn)彎半徑,判斷當前所處階段進行調(diào)整。田間自動直線行駛試驗結(jié)果表明:在橫向偏差0.25m、航向偏差為0°的起始狀態(tài)下,以行駛速度0.4m/s前進,在該算法下行駛的橫向偏差絕對值均值和橫向偏差標準差分別為0.085、0.104m,分別比bang-bang算法增加23.19%、19.54%,航向偏差絕對值均值和航向偏差標準差分別為3.31°、3.74°,分別比bang-bang算法減少25.95%、25.64%,總轉(zhuǎn)向控制次數(shù)為9次,比bang-bang算法減少43.75%。三切線局部路徑動態(tài)規(guī)劃算法適用于單側(cè)制動式轉(zhuǎn)向履帶底盤,具有更高的路徑跟蹤精度和較低的控制頻率,滿足田間作業(yè)需求。

    Abstract:

    Aiming at the problems of low control accuracy and frequent steering switching of single-side braking steering track chassis in automatic walking, a three-tangent local path dynamic planning algorithm based on single-side braking steering track chassis was proposed. According to the uncontrollable characteristics of steering braking torque of track chassis, a local path planning method of “steering-straight-steering” was designed. The three-tangent local path dynamic planning algorithm was composed of a straight line and two arcs, the first arc was tangent to the vehicle direction, and the vehicle gradually turned to the target route along the arc. The second straight line was tangent to the two arcs, and the vehicle gradually approached the target route along the straight line. The third section of the arc was tangent to the target course, and the vehicle turned gradually to the target course along the arc. The turning radius of the vehicle was calculated by weighted recursive average filtering through the lateral deviation and heading deviation of the historical movement, and the current stage was judged for adjustment. The results of field automatic straight line driving test showed that in the initial state with a lateral deviation of 0.25m and a heading deviation of 0°, the driving speed of 0.4m/s was advanced. The mean value and standard deviation of the absolute transverse deviation of the algorithm were 0.085m and 0.104m, respectively, which were 23.19% and 19.54% higher than that of the bang-bang algorithm, respectively. The mean value and standard deviation of the absolute course deviation were 3.31°and 3.74°, respectively, which were 25.95% and 25.64% less than that of the bang-bang algorithm, respectively. The total steering control times were 9 times, which was 43.75% less than that of the bang-bang algorithm. The results showed that the three-tangent local path dynamic planning algorithm was suitable for single-side braking steering track chassis, with higher path tracking accuracy and lower control frequency, and can meet the needs of field operations.

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齊澤中,周俊,葉子渭,周學(xué)劍,楊浩勇.單側(cè)制動式轉(zhuǎn)向履帶底盤自主行走局部路徑規(guī)劃方法[J].農(nóng)業(yè)機械學(xué)報,2024,55(6):52-59. QI Zezhong, ZHOU Jun, YE Ziwei, ZHOU Xuejian, YANG Haoyong. Local Path Planning Method in Automatic Walking of Single-side Brake Steering Track Chassis[J]. Transactions of the Chinese Society for Agricultural Machinery,2024,55(6):52-59.

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  • 收稿日期:2023-08-30
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  • 在線發(fā)布日期: 2024-06-10
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