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IEEE Robotics & Automation Magazine

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Tutorials

Distributed Optimization Methods for Multi-Robot Systems: Part 1—A Tutorial [Tutorial]

September 16, 2024 by Ola Shorinwa, Trevor Halsted, Javier Yu, Mac Schwager,

Distributed optimization provides a framework for deriving distributed algorithms for a variety of multi-robot problems. This tutorial constitutes the first part of a two-part series on distributed optimization applied to multi-robot problems, which seeks to advance the application of distributed optimization in robotics. In this tutorial, we demonstrate that many canonical … [Read more...] about Distributed Optimization Methods for Multi-Robot Systems: Part 1—A Tutorial [Tutorial]

Visual Place Recognition: A Tutorial [Tutorial]

September 16, 2024 by Stefan Schubert, Peer Neubert, Sourav Garg, Michael Milford, Tobias Fischer

Localization is an essential capability for mobile robots, enabling them to build a comprehensive representation of their environment and interact with the environment effectively toward a goal. A rapidly growing field of research in this area is visual place recognition (VPR), which is the ability to recognize previously seen places in the world based solely on images. For … [Read more...] about Visual Place Recognition: A Tutorial [Tutorial]

Finite Element Analysis-Based Soft Robotic Modeling: Simulating a Soft Actuator in SOFA

September 16, 2024 by Pasquale Ferrentino, Ellen Roels, Joost Brancart, Seppe Terryn, Guy Van Assche, Bram Vanderborght

Soft robotics modeling is a research topic that is evolving fast. Many techniques are present in literature, but most of them require analytical models with a lot of equations that are time consuming, hard to resolve, and not so easy to handle. For this reason, the help of a soft mechanics simulator is essential in this field. This article presents a tutorial on how to build a … [Read more...] about Finite Element Analysis-Based Soft Robotic Modeling: Simulating a Soft Actuator in SOFA

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IEEE Robotics & Automation Magazine (RAM) has over 14,000 readers who are the people who drive this remarkable technology. More than half work in basic research and many of the others are top level engineers and decision-makers in industry.  This magazine highlights new concepts in Robotics and Automation that are applied to real-world systems. It delivers tutorial and survey papers by distinguished experts in the field, organizes focused special issues on hot topics, and provides a forum for disseminating and discussing emerging trends, novel achievements, and selected news relevant to the development of the whole community active in these fields worldwide.

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IEEE Robotics & Automation Magazine  publishes four issues per year: March, June, September and December.