Questions tagged [motion-planning]

Motion planning (also known as the navigation problem or the piano mover's problem) is a term used in robotics for the process of breaking down a desired movement task into discrete motions that satisfy movement constraints and possibly optimize some aspect of the movement.

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6 views

What are cases where bug1 algorithm would be bug2?

I have been reading Principles of Robot Motion Theory, Algorithms and Implementations by Choset et al and I can't seem to understand how bug1 would beat bug2. It is harder for me to see given that ...
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Pure Pursuit controller slow response for long look ahead

The pure pursuit calculates the steering angle based on that equation: $$\delta = \tan^{-1}\left(\frac{2L\cdot \sin(\alpha)}{ld}\right)$$ Where $L$ is the wheelbase, $\alpha$ is the target angle, and $...
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10 views

Motion planning algorithms with applications in drug design

I am reading the introduction (chapter 1) of Principles of Robot Motion Theory, Algorithms, and Implementations by Choset et al. and they mention drug design uses motion planning. The text below is ...
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25 views

Motion planning algorithms with applications beyond robotics in animation

I am reading the introduction (chapter 1) of Principles of Robot Motion Theory, Algorithms, and Implementations by Choset et al. and they mention that some of the work in robotics has been applied to ...
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1answer
178 views

Getting started with motion planning

I have recently finished the coursera Motion Planning course and I am looking for a project to do, using ROS, OpenRave, Gazebo and similar tools. My project would be in the area of motion planning for ...
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228 views

Motion planning with Gaussian Process Regression

I was recently introduced to Gaussian Process Regression (GPR). I read multiple papers regarding use cases of GPR in robotics, however, they were more or less very limited. Use case from the ...
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28 views

Initial Solution Dynamic Optimization

Community, For mobile robot-trajectory planning i use dynamic optimization for a system with nonholonomic constraints and dynamics together with a cost function. This works somewhat well, howewer the ...
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1answer
194 views

Are there any tutorials for OMPL in Python?

I want to learn and understand the Open Motion Planning Library (OMPL) through Python as I don't have much experience with C++. Almost all tutorials are written in C++ and there are some demos in ...
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1answer
22 views

Proper implementation of `pure_pursuit` for ground robots using waypoints

I am trying to understand and implement pure-pursuit waypoint following in 2D map. My questions are: 1. What exactly do I need to record in my waypoint.csv file? To ...
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1answer
182 views

How to increase the payload for the KUKA arm with KR210 claw?

https://github.com/udacity/RoboND-Kinematics-Project We are using the above mentioned KUKA arm model to simulate pick and place. We noticed that KUKA arm would not pick objects heavier than 2.5 kg in ...
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4answers
1k views

Automatic forward and reverse Brushless Motor

The video Here shows a motor using rotational motion to move a load forward and then reverse back, without manually switching it to reverse. How can I program my brushless motor to operate like the ...
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1answer
29 views

Where do I start learning from for motion planning underactuated robotics?

I am an undergraduate student approaching my final year. I have a final year project which involves planning a trajectory for an underactuated robot that also avoids obstacles. So far I have come up ...
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unable to integrate local planner plugin into move_base

I am trying to integrate my local path planner plugin into move_base. On launching the modified ...
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18 views

Differential constraints for RRT and PRM

Differential constraints induce a boundary value problem for the connection of two nodes [1]. RRTs are generally said to better deal with this than PRMs. However, why is not entirely clear to me. Is ...
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2answers
33 views

Does RRT perform graph search?

The basic RRT explores the space by sampling and if the goal is connected to the tree, the solution is returned. Can you define retrieving the path as a graph search?
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32 views

Reinforcement Learning in global and local path planning for mobile robots and self-driving car

Most RL courses start with grid world problem like this where robot has to navigate from start to end and RL helps in generating the optimum policy. (State-action pairing). I am not able to relate ...
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35 views

Is there any need to guarantee the duration of one planned trajectory is an integer times rather than a decimal times of interpolation period Ti

Take double S of velocity profile for example where the seven segments exist. Given the desired displacement s, the constraints ...
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33 views

novelty of LQR-RRT* at an article

I am reviewing this article: LQR-RRT∗: Optimal Sampling-Based Motion Planning with Automatically Derived Extension Heuristics ,Alejandro Perez, Robert Platt Jr., George Konidaris, Leslie Kaelbling and ...
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29 views

Can a state lattice planner be used purely as a local planner?

I've been reading a bit about state lattice motion planning recently. The question I would like to ask is if a lattice-based motion planning system can be used purely as a local planner without a ...
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12 views

Why reciprocal velocity obstacle generates oscillation free navigation compared to VO

I am tryin to understand this paper about "reciprocal velocity obstacles for real-time multi-agent navigation" and to compare it with the original Velocity Obstacle approach. I can not ...
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1answer
216 views

Controlling YuMi robot by serial port

I'm trying to control the YuMi robot arm by a serial port. The serial port will give the information on what direction the end-effector should move and what is the velocity. What I would like to ...
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looking for an online map pgm repository

I am currently writing a path planner. I wanted to test the planner for various scenarios. I was wondering if there is a repository wherein I can find a number of pgm (+yaml) map files. I came across ...
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1answer
798 views

Determine the configuration space for a robotic arm

I'm working with a 4DOF Parallel-Mechanism arm. I'm interested in writing planners for this arm (PRM or RRT) in the configuration space, but I'm not sure how to identify obstacles/collisions. When ...
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33 views

Difference between CHOMP and DRL

in terms of motion planning, what are the difference between gradient-based motion planning (for instance, CHOMP http://www.nathanratliff.com/thesis-research/chomp) and deep reinforcement learning? ...
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How to investigate the relation between planning frequency and control response?

I have a speed control system which is part of a hierarchical planning and control stack. The final output of this system is torque and the input is desired speed. The system is experiencing some ...
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1answer
58 views

Velocity-Control of a manipulator without a dynamic model

I have a five DoF robot. Each axis is connected to a cylinder. You can send PWM values to each cylinder and you are able to read out the position values of each cylinder which makes it possible to ...
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How to Calculate Individual Axis Commands Out of 5 Axes G-Code?

I am dealing with 5 axis CNC machining time prediction. I would like to ask the question with providing some background and mentioning the constraints which what I concluded from some of the ...
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33 views

How to find mathematical model of a wheeled robot (to compute robot's trajectory at given time steps) including its kinematic

I would like to learn, how to find proper kinematic model of robot in mathematical form. For example: I would like to create a model of a car, from which I could compute its position and rotation at ...
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36 views

CHOMP Planner freezes rviz Motionplanning in ros

I am trying to use the CHOMP planner for my custom robot by following the tutorial. After setting everything up as shown in the tutorial, I tried to plan a very simple movement. As one can see in the ...
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2answers
51 views

Generate a Trajectory from GPS coordinates

How would I generate a trajectory (e.g. minimum snap/jerk/acceleration) for a quad rotor between GPS coordinates? In all the examples that I have seen, they assume that the x,y positions are in meters ...
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35 views

What is the difference between The state-space equation and The configuration-space equation

The craig(p.180) states that equations can be made to represent the dynamic equations. The first one being the state space equation. $\tau=M(\Theta)\cdot\ddot{\Theta} + V(\Theta,\dot{\Theta}) + G(\...
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1answer
96 views

Motion profile and Motion control scheme, how do they interact?

I'm studying motion control and I start with the simplest case, I have to go from A to B in a straight line using a trapezoidal motion profile. I understand that in a real case, due to the fact that ...
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3answers
2k views

Difference between Single-Query and Multiple Query Algorithms?

I am spending a lot of time in understanding these two concepts, because in several papers that I read, they define them differently, and I do not know exactly what is the meaning of the two different ...
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1answer
56 views

How to estimate proper heading angle

I obtain the heading or yaw angle from a source which I am not allowed to modify, but when the angle goes more than +180 or -180, it interchanges either from 180 to -180 or the other way around. Any ...
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4answers
4k views

RRT algorithm in C++

I want to implement RRT for motion planning of a robotic arm. I searched a lot on the internet to get some sample code of RRT for motion planning, but I didn't get any. Can someone please suggest a ...
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146 views

What is the difference between planning for kinematic car, dynamic car, blimp, and quadrotor? [closed]

I am working with a sampling based planning library. When I looked into the implementation, I found for kinematic car a SE2 state space(x, y, yaw), for dynamic car a SE2 compound state space (space ...
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1answer
191 views

Constrained Inverse Kinematics velocity calculation via Jacobian

I am trying to implement inverse kinematics for a robot arm with 5DOF within Unity. The robot arm is supposed to depict the mechanical, hydraulic driven cylinder arm of a heavy machine such as ...
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1answer
49 views

What is an example of a good motion control API? [closed]

We are in the process of implementing a motion control API for a research project. The goal is to implement a somewhat comprehensive API for motion control that provides the most commonly used ...
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53 views

From an end-effector trajectory to joints movements

let's assume that our robot consists of 3 degree-of-freedoms. In order to move the end-effector of this robot along a straight line, these 3 joints have moved as below: Now, if the desired end-...
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1answer
36 views

Motion of a mobile platform inaccurate than industrial robot arm

It is known that with a 7DoF industrial you can achieve an accuracy of ~2mm. However, the motion with a mobile platform is known to be more inaccurate and expensive. I can follow why the motion is ...
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2answers
66 views

motion model for forward movement

I thought this is a simple and well known problem and therefore there is a lot of literature. But I'm not able to find the correct keywords to google the answer. Maybe instead of answering the whole ...
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55 views

NodeMCU ESP-12E Wont Print to Serial in Arduino IDE

So, im using a ESP-12E nothing special about it, to try and run this code i found from a custom library example. ...
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42 views

How does inverse compositional Lucas–Kanade algorithm work?

I am trying to understand the Lucas–Kanade algorithm since I am reading a paper in which is applied the inverse compositional Lucas–Kanade algorithm, but in order to understand the latter I have to ...
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1answer
32 views

How to formulate the equation and environment equations for motion planning algorithm use? [closed]

How to formulate the equation and environment equations for motion planning algorithm use? And if know the desired state, how to use motion planning to fill the data to reach this desired state?
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84 views

Applications of Reinforcement Learning

Many global-control applications of robotics involve incomplete world information and at best can be represented as a POMDP. Given this, can we really apply RL to most robotics applications? From ...
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69 views

Asynchronous axes movement

if we have a robot with 5 DoF and we want to plan its movement. The inverse kinematic solver will do this job without a doubt. However, it is usually assumed that axes can be moved in a synchronized ...
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34 views

Link collision avoidance for redundant manipulator

I am trying to have my robot arm follow a trajectory while avoiding collisions between obstacles and the robot links. The way I go about it is to find the closest point on the robot arm, and treat the ...
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909 views

URScript - how to get the actual TCP pose in tool space coordinate system?

I am writing a simple script for universal robots UR10 robotic arm. I am trying to find a way to to see if the tool current position is outside of a 3D bounding box. the 3D bounding box is defined ...
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47 views

How to find the optimal path for a line following maze robot?

First let me explain the problem. This is a maze made only out of black lines on a white surface. The robot has only a few IR sensors which can sense the position of the line. No other sensory input ...