Trajectory Planning MCQs

1. Trajectory planning in robotics is used to:

A) Determine the path that a robot should follow
B) Optimize the robot’s sensor calibration
C) Design the robot’s mechanical structure
D) Calculate the robot’s energy consumption

Answer: A) Determine the path that a robot should follow

2. The “cubic polynomial” trajectory is often used because:

A) It ensures smooth acceleration and deceleration
B) It requires minimal computation
C) It is easiest to implement with hardware
D) It provides exact position control

Answer: A) It ensures smooth acceleration and deceleration

3. In trajectory planning, “waypoints” refer to:

A) Specific positions or points the robot must pass through
B) The speed at which the robot moves
C) The robot’s sensor locations
D) The control inputs applied to the robot

Answer: A) Specific positions or points the robot must pass through

4. Which of the following methods is commonly used for trajectory planning?

A) Linear interpolation
B) Cubic spline interpolation
C) Particle filtering
D) Kalman filtering

Answer: B) Cubic spline interpolation

5. In trajectory planning, “interpolation” is used to:

A) Generate intermediate points between known waypoints
B) Calculate the robot’s velocity
C) Design the robot’s end-effector
D) Control the robot’s sensors

Answer: A) Generate intermediate points between known waypoints

6. “Bezier curves” in trajectory planning are used to:

A) Create smooth paths based on control points
B) Measure the robot’s position
C) Compute the robot’s torque
D) Control the robot’s joint angles

Answer: A) Create smooth paths based on control points

7. The term “time-optimal trajectory” refers to:

A) A trajectory that minimizes the time required to travel between two points
B) A trajectory that maximizes the robot’s speed
C) A trajectory that minimizes energy consumption
D) A trajectory that ensures maximum accuracy

Answer: A) A trajectory that minimizes the time required to travel between two points

8. In trajectory planning, “smoothing” is applied to:

A) Reduce abrupt changes in the trajectory
B) Increase the robot’s speed
C) Improve sensor accuracy
D) Minimize energy consumption

Answer: A) Reduce abrupt changes in the trajectory

9. Which of the following is NOT a characteristic of a “polynomial trajectory”?

A) Continuity of position
B) Continuity of velocity
C) Continuity of acceleration
D) Discontinuity of jerk

Answer: D) Discontinuity of jerk

10. The “minimum-time trajectory” optimization aims to:

A) Minimize the time required to complete a given trajectory
B) Maximize the trajectory length
C) Optimize the trajectory’s curvature
D) Ensure maximum safety margins

Answer: A) Minimize the time required to complete a given trajectory

11. “Dynamic constraints” in trajectory planning refer to:

A) Limits on acceleration, velocity, and torque that the robot must respect
B) Limits on the robot’s position
C) Limits on the robot’s energy consumption
D) Limits on the robot’s power supply

Answer: A) Limits on acceleration, velocity, and torque that the robot must respect

12. In trajectory planning, “path planning” and “trajectory planning” are:

A) Two distinct processes where path planning determines the route and trajectory planning determines the motion profile
B) The same process
C) Focused solely on end-effector positions
D) Primarily concerned with sensor data

Answer: A) Two distinct processes where path planning determines the route and trajectory planning determines the motion profile

13. “Trajectory tracking” refers to:

A) The robot’s ability to follow a predefined trajectory accurately
B) The robot’s ability to plan new trajectories
C) The robot’s ability to detect obstacles
D) The robot’s ability to measure its own position

Answer: A) The robot’s ability to follow a predefined trajectory accurately

14. The “quadratic polynomial” trajectory has:

A) Constant acceleration
B) Constant velocity
C) Constant position
D) Linear acceleration

Answer: A) Constant acceleration

15. In trajectory planning, “jerk” refers to:

A) The rate of change of acceleration
B) The rate of change of velocity
C) The rate of change of position
D) The rate of change of force

Answer: A) The rate of change of acceleration

16. “Spline interpolation” is used in trajectory planning to:

A) Create smooth curves that pass through a series of points
B) Compute the robot’s torque
C) Analyze the robot’s kinematics
D) Design the robot’s sensors

Answer: A) Create smooth curves that pass through a series of points

17. “End-effector trajectory” refers to:

A) The path followed by the end-effector of the robot
B) The trajectory of the robot’s joints
C) The movement of the robot’s base
D) The speed of the robot’s actuators

Answer: A) The path followed by the end-effector of the robot

18. In trajectory planning, “time-parametric” trajectories are:

A) Trajectories where the position, velocity, and acceleration are defined as functions of time
B) Trajectories defined purely in spatial coordinates
C) Trajectories that do not consider time constraints
D) Trajectories with fixed velocity

Answer: A) Trajectories where the position, velocity, and acceleration are defined as functions of time

19. The “Piecewise Linear” trajectory is characterized by:

A) A trajectory consisting of straight line segments
B) A trajectory with constant acceleration
C) A trajectory with smooth curves
D) A trajectory with discontinuous velocity

Answer: A) A trajectory consisting of straight line segments

20. “Trajectory optimization” involves:

A) Finding the best trajectory based on given criteria such as time, energy, or smoothness
B) Designing the robot’s mechanical parts
C) Calibrating the robot’s sensors
D) Implementing control algorithms

Answer: A) Finding the best trajectory based on given criteria such as time, energy, or smoothness

21. The “minimum-energy trajectory” aims to:

A) Minimize the total energy required to follow a trajectory
B) Maximize the robot’s speed
C) Increase the trajectory’s curvature
D) Ensure smooth acceleration

Answer: A) Minimize the total energy required to follow a trajectory

22. In trajectory planning, “continuity conditions” ensure:

A) Smooth transitions between segments of a trajectory
B) Maximum velocity
C) Minimal trajectory length
D) Constant acceleration

Answer: A) Smooth transitions between segments of a trajectory

23. The “time scaling” technique in trajectory planning is used to:

A) Adjust the timing of trajectory points to meet constraints
B) Change the speed of the robot’s end-effector
C) Optimize the trajectory path
D) Control the robot’s energy consumption

Answer: A) Adjust the timing of trajectory points to meet constraints

24. “Trajectory replanning” is necessary when:

A) There are changes in the robot’s environment or constraints
B) The robot’s sensors are recalibrated
C) The robot’s actuators are replaced
D) The robot’s base is moved

Answer: A) There are changes in the robot’s environment or constraints

25. “Spline curves” are often used because they:

A) Provide smooth and continuous paths
B) Offer minimal control over the trajectory
C) Are easy to compute but less accurate
D) Require complex algorithms

Answer: A) Provide smooth and continuous paths

26. The “B-spline” curve is characterized by:

A) Its ability to represent smooth and flexible paths through control points
B) Fixed control points that do not affect the curve
C) Constant acceleration throughout the trajectory
D) Discontinuous velocity

Answer: A) Its ability to represent smooth and flexible paths through control points

27. In trajectory planning, “dynamic optimization” focuses on:

A) Minimizing or maximizing certain dynamic properties such as energy or time
B) Ensuring the trajectory follows a fixed path
C) Designing the robot’s sensors
D) Analyzing the robot’s kinematic constraints

Answer: A) Minimizing or maximizing certain dynamic properties such as energy or time

28. The “Bezier curve” is often used in trajectory planning due to its:

A) Ability to create smooth and aesthetically pleasing curves with control points
B) High computational complexity
C) Fixed trajectory length
D) Constant velocity

Answer: A) Ability to create smooth and aesthetically pleasing curves with control points

29. “Joint-space trajectory planning” involves:

A) Planning the trajectory based on the robot’s joint angles
B) Planning the end-effector path directly
C) Designing the robot’s base movements
D) Calibrating sensors

Answer: A) Planning the trajectory based on the robot’s joint angles

30. In “Cartesian-space trajectory planning,” the focus is on:

A) The end-effector’s path in Cartesian coordinates
B) The joint angles of the robot
C) The robot’s internal forces
D) The energy efficiency of the robot

Answer: A) The end-effector’s path in Cartesian coordinates

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