Accelerating Robot Dynamics Gradients on a CPU, GPU, and FPGA

Computing the gradient of rigid body dynamics is a central operation in many state-of-the-art planning and control algorithms in robotics. Parallel computing platforms such as GPUs and FPGAs can offer performance gains for algorithms with hardware-compatible computational structures. In this letter,...

Full description

Bibliographic Details
Main Authors: Plancher, Brian, Neuman, Sabrina M, Bourgeat, Thomas, Kuindersma, Scott, Devadas, Srinivas, Reddi, Vijay Janapa
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2022
Online Access:https://hdl.handle.net/1721.1/143469