An Efficient Computation of Time-Optimal Control Trajectory for Robotilc Point-to-Point Motion

Yaobin Chen, Jian Huang
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引用次数: 2

Abstract

This paper presents a two-phase computational method for time-optimal control of robotic systems with point-topoint motions. In the first phase, the original time-optimal control (TOC) problem with possible discontinuilies and singular arcs in control is convened into one with continuous and nonsingular control trajectories by adding to the performance index a perturbed energy term. The resultant two-point boundary value problem (TPBVP) can easily be solved for an appropriately large value of the pertwbation parameter. In the second phase, a continuation method is developed to obtain the solution to the original TOC problem by solving a set of initial value probliems sequentially andor in parallel. The proposed two-phase method is computationally eficient since the resulting TPBVP is solved only once and the remaining problem becomes solutions to a set of initial value sub-problems. The proposed algorithm is, therefore, applicable to more complex systems such as multi-am robot systems moving a common object. The practicability of the method is demonstrated by computer simulations on an [cxample robot system with different motion configurations.
机器人点对点运动时最优控制轨迹的高效计算
针对点对点运动的机器人系统,提出了一种时间最优控制的两阶段计算方法。在第一阶段,通过在性能指标中加入一个摄动能量项,将控制中可能存在不连续和奇异弧线的原始时间最优控制问题转化为控制轨迹连续和非奇异的问题。得到的两点边值问题(TPBVP)在适当大的扰动参数值下易于求解。在第二阶段,提出了一种延拓方法,通过顺序或并行求解一组初值问题来获得原TOC问题的解。所提出的两阶段方法计算效率高,因为得到的TPBVP只求解一次,剩下的问题成为一组初值子问题的解。因此,所提出的算法适用于更复杂的系统,如多机器人系统移动一个共同的目标。通过不同运动构型的实例机器人系统的计算机仿真,验证了该方法的实用性。
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