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画出一条曲线的位置、速度和加速度图形, 该条曲线由例 7.2 给出的两段具有连续加速度的三次样条曲线组成。对于某个关节, $\theta_0=5.0^{\circ}, \theta_{\mathrm{s}}=15.0^{\circ}, \theta_{\mathrm{s}}=40.0^{\circ}$, 每段持续 1.0 秒, 画出这些图形。

   画出一条曲线的位置、速度和加速度图形, 该条曲线由例 7.2 给出的两段具有连续加速度的三次样条曲线组成。对于某个关节, $\theta_0=5.0^{\circ}, \theta_{\mathrm{s}}=15.0^{\circ}, \theta_{\mathrm{s}}=40.0^{\circ}$, 每段持续 1.0 秒, 画出这些图形。
机器人学导论 introduction to robotics: mechanics and control
机器人学导论 introduction to robotics: mechanics and control
约翰 J.克雷格 4th Edition
Chapter 7, Problem 5 ↓

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We need to draw the position, velocity, and acceleration graphs for a joint moving according to a cubic spline curve with continuous acceleration. The joint moves from an initial angle $\theta_0 = 5.0^\circ$ to $\theta_s = 15.0^\circ$ in the first segment, and  Show more…

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画出一条曲线的位置、速度和加速度图形, 该条曲线由例 7.2 给出的两段具有连续加速度的三次样条曲线组成。对于某个关节, $\theta_0=5.0^{\circ}, \theta_{\mathrm{s}}=15.0^{\circ}, \theta_{\mathrm{s}}=40.0^{\circ}$, 每段持续 1.0 秒, 画出这些图形。
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Key Concepts

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Graphical Analysis of Motion
Graphical analysis of motion involves plotting the position, velocity, and acceleration as functions of time to visualize and evaluate the characteristics of a trajectory. These plots help in verifying the smoothness and continuity of the motion profiles and in identifying any potential issues such as discontinuities or abrupt changes in acceleration that must be eliminated for efficient motion control.
Kinematics
Kinematics is the study of motion focusing on parameters such as position, velocity, and acceleration without considering the forces that cause them. In trajectory planning, understanding the kinematic relationships between these variables is crucial, as the velocity profile is the derivative of the position profile, and the acceleration profile is the derivative of the velocity profile.
Trajectory Planning
Trajectory planning involves designing a smooth path for a moving object or robotic joint that meets specific positions, velocities, and accelerations at predetermined times. This includes determining the motion profile that governs the transition from the starting state to the ending state while often minimizing abrupt changes that could affect performance or stability.
Cubic Spline Interpolation
Cubic spline interpolation uses piecewise cubic polynomials to create smooth curves. In trajectory planning, cubic splines are popular because they provide a high degree of smoothness, ensuring continuity in position, velocity, and often acceleration. They are especially useful for generating trajectories that meet specific boundary conditions over multiple segments of motion.

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It is desired to have the 1st joint of a six-axis robot go from an initial angle of 30 degrees to a final angle of 75 degrees in 5 seconds. Using a cubic polynomial, calculate the joint angle at t=1, 3, and 4 seconds, assuming the initial and final velocity is 0. Plot the displacement, velocity, and acceleration as functions of time on the same axis. (Draw θ, θ̇, θ̈ as a function of time)

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