Abstract
2024 FEB 02 (NewsRx) – By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Data detailed on Robotics have been presented. According to news reporting out of Rome, Italy, by NewsRx editors, research stated, “We present a novel method for navigation of mobile robots in challenging dynamic environments. The method, which is based on Nonlinear Model Predictive Control (NMPC), hinges upon a specially devised constraint for dynamics-aware collision avoidance.” Our news journalists obtained a quote from the research from the Sapienza University of Rome, “In particular, the constraint builds on the notion of avoidable collision state, taking into account the robot ac- tuation capabilities in addition to the robot-obstacle relative distance and velocity. The proposed approach is applied to both ground and flying robots and tested in a variety of static and dynamic environments. Comparative simulations with an NMPC using a purely distance-based collision avoidance constraint con- firm the superiority of the dynamics-aware version, especially for high-speed navigation among moving obstacles.”
NETL
NSTL
Elsevier