Balancing the Inverted pendulum with LQR

Keywords: #Ros2 #KIWI #LQR #Inverted Pendulum
I’m back, and as promised we’re now doing a dive on LQR. I had to do a ton of scope adjustments for this post, it was difficult trying to estimate what the “stopping point” should be. The initial vision for this segment also included an introduction to Control Barrier functions, Control-Lyapunov to be specific. However this would have required a primer on not only stability, but also on convergence and initial guesses.

Adding a debugger to ros.el

Keywords: #ros #ros2 #emacs #gdb #emacs-gdb
I have brought up the ros.el emacs package a number of times now, as it has become a package that I use multiple times a day. A little while ago, I had the idea to see if I could add a debugger function, to take advantage of the emacs-gdb functionality. The implementation took me down a rabbit hole of learning about how tramp handles remote connections, as well as how gdb links shared librarys.

Balancing the Inverted pendulum

Keywords: #Ros2 #KIWI #Gazebo #Docker #PID #Inverted Pendulum
I have (finally) gotten around to getting KIWI to balance in simulation. All in took me about an hour to write up the pid_controller and get it to stay upright. A little longer to nail down twist tracking via a /cmd_vel command. The core logic is remarkably simple, and I think serves as a great showcase of the “power of PID”. In the same way I think that people tend to overlook linear regression for their solutions as it’s not shiny enough, I really think people under-estimate how far a well-tuned PID can get you.

Using GDB with ROS2, a reference

Keywords: #ros #ros2 #gdb #debugging
It has been around a year since I moved to working in ROS2 full-time. Much like the Post about using GDB in ROS1, I wanted to make a reference for myself, and potentially anyone else, for creating a decent debugging workflow for ROS2. Unlike my ROS1 guide, I will be covering launch files here, as information regarding debugging with ROS2 is a bit sparse. Step 1: Compile with debug flags $ colcon build [flags] --cmake-args -DCMAKE_BUILD_TYPE=RelWithDebInfo You don’t need to build your whole workspace with debug flags, just the package you want to debug.