Although the field of distributed optimization is well developed, relevant literature focused on the application of distributed optimization to multi-robot problems is limited. This survey constitutes the second part of a two-part series on distributed optimization applied to multi-robot problems. In this article, we survey three main classes of distributed optimization … [Read more...] about Distributed Optimization Methods for Multi-Robot Systems: Part 2—A Survey
Surveys
Radar-Based Fall Detection: A Survey [Survey]
Fall detection, particularly critical for high-risk demographics like the elderly, is a key public health concern, where timely detection can greatly minimize harm. With the advancements in radio frequency (RF) technology, radar has emerged as a powerful tool for human fall detection. Traditional machine learning (ML) algorithms, such as support vector machines (SVM) and k … [Read more...] about Radar-Based Fall Detection: A Survey [Survey]
Multirobot Multimodal Deep Sea Surveys: Use in Detailed Estimation of Manganese Crust Distribution
This article describes a multiyear survey of cobalt-rich manganese crust (Mn-crust) deposits using multiple underwater robots. Using two autonomous underwater vehicles and one remotely operated vehicle, mounted with camera systems, multibeam sonar, and subbottom sensors, large areas were surveyed by incorporating the advantages of each robot to create a comprehensive database … [Read more...] about Multirobot Multimodal Deep Sea Surveys: Use in Detailed Estimation of Manganese Crust Distribution
