Drake: Robotics Planning, Control And Analysis Toolbox
From MIT:
Drake ("dragon" in Middle English) is a toolbox maintained by the Robot Locomotion Group at the MIT Computer Science and Artificial Intelligence Lab (CSAIL). It is a collection of tools for analyzing the dynamics of our robots and building control systems for them in MATLAB and C++, with a heavy emphasis on optimization-based design/analysis. Here is a quick summary of capabilities:
Simulation
- Rigid-body dynamics including contact/collisions (hybrid+LCP) and kinematic loops
- Basic aerodynamics/fluid dynamics
- Sensor models (lidar, depth camera, imu, contact force/torque; cameras coming soon)
- Hand-derived models for many canonical control dynamical systems
- Easily add your own models/components
- Some support for stochastic models
- For all of the above we aim to expose sparsity and provide analytical gradients / symbolic analysis
- Primary limitations: code is optimized for analysis / planning / control design (as opposed to speed, generality)...
... Most of these models/tools are described in the companion textbook from an MIT course/MOOC. We've also recently started populating the Drake Gallery (contributions welcome!)... (git repo)
Comments (0)
This post does not have any comments. Be the first to leave a comment below.
Featured Product
The maxon IDX Compact Drive with Integrated Positioning Controller
The compact brushless EC-i motor combined with an EPOS4 positioning controller delivers a highly dynamic, powerful drive package with field-oriented control (FOC), high efficiency, and maintenance-free components in a high-quality industrial housing. The maxon IDX drives are suitable for use across the entire speed range (from standstill to maximum speed) and have an extremely high overload capability. Together with a positioning controller, the integrated sensor (single turn) enables absolute positioning.
