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Unanswered Questions

3,241 questions with no upvoted or accepted answers
7 votes
2 answers
758 views

Reward Function for q learning on a robot

I have 2 wheeled differential drive robot which I use pid for low level control to follow line. I implemented q learning which uses samples for 16 iterations then uses them to decide the best position ...
6 votes
0 answers
465 views

Likelihood field sensor model (Probabilistic Robotics, Thrun et al., p.169-174)

I am currently working on the "likelihood field" sensor model (aka "endpoint model") by Thrun et al. (book: Probabilistic Robotics, Thrun et al., p.169-174) In this context I have ...
5 votes
0 answers
759 views

How to fuse IMU with encoders in EKF

Background I have a car-like mobile robot (4 wheels, where the forward ones are steering wheels) and I want to estimate its pose and velocity assuming 2D planar motion. I'm trying to solve this ...
5 votes
0 answers
517 views

How does marginalization of variables effect least squares SLAM energy function?

Consider a simple example of Bundle Adjustment where I have robot and landmark poses $x = \left[ x_p \text{ } x_m\right]^T$ and measurements given by $z$, such that a simple factor graph can be ...
5 votes
2 answers
452 views

Inferring joint orientation on multi-joint arm

Not a robotics question in the strictest sense, I guess, but related closely enough, I hope: I have an arm-like articulated two(-plus-one)-joint appliance that I want to use as a 3D input device. It ...
4 votes
0 answers
35 views

Why there is no acceleration state_interface for gz_ros2_control?

For instance, JointTrajectoryController does have support for acceleration state interface, as stated here. Further, it changes its interpolation method based on what we are sending as command (...
4 votes
0 answers
113 views

How does ZMP-based walking control actually work?

I am trying to implement basic walking controllers for a custom biped robot with two 5DOF legs that I have simulated in ROS2 + Gazebo with its inverse kinematics solved. I do not have a controls ...
4 votes
1 answer
178 views

How to add a custom sensor in urdf xacro file

I have created new custom sensor plugin for gazebo harmonic. Following https://github.com/gazebosim/gz-sensors/blob/gz-sensors8/examples/custom_sensor/Odometer.cc. I tested that sensor using this sdf ...
4 votes
0 answers
620 views

How does one implement a third order complementary filter for estimating altitude using data from an accelerometer and a barometer?

I am working with the CJMCU build of cleanflight on a small drone. As of now, the algorithm for altitude hold uses a first order complementary filter to combine data from the barometer and the ...
3 votes
0 answers
46 views

Advice on Using Complex Data Types for Hardware Interfaces in `ros2_control` (Jazzy)

I'm currently working on a hardware integration using ros2_control with the latest Jazzy release, and I’ve hit a bit of a wall with regard to interface data types. ...
3 votes
0 answers
37 views

3DoF 2D robot arm mechanical model

I am trying to obtain equations of motions for all 3 DoFs of 2D robotic manipulator with coordinates supposed as described in the scheme: I have written a ...
3 votes
0 answers
87 views

Why is there no "ament_python_simple" package that would simplify ament_python packages?

The current minimal ament_python package looks quite cumbersome and for novice users, it might look like a lot of stuff they don't understand. Just to list a few: the need for creating an empty file <...
3 votes
0 answers
82 views

Gazebo Performance Problems with high resolution camera sensor

I want to simulate a high resolution camera (U3-3990CP) in Gazebo Harmonic but noticed that the simulation performance does significantely decrease when I start listening to the generated topics. <...
3 votes
0 answers
165 views

How to achieve stable lane-following for a large non-holonomic vehicle in Nav2 without late path adherence?

I am working with a large, non-holonomic robot (a truck-sized vehicle, approximately 12 meters long by 5 meters wide) using ROS2 Navigation2 (Nav2). My goal is to have it follow lane-like paths ...
3 votes
0 answers
112 views

How to monitor sensor reliability in ROS2?

I'm building a mobile robot with multiple standard sensors (camera, imu, etc.) and have a general question about how to monitor the sensors' reliability. More specifically, I am using a camera along ...

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