Mobile Robot
Mobile robots are autonomous systems designed to navigate and interact with their environment, with research focusing on improving their perception, navigation, and manipulation capabilities. Current efforts concentrate on enhancing robustness through sensor fusion (e.g., combining radar and vision data), efficient motion planning guided by natural language instructions or reinforcement learning, and reliable localization using techniques like visual odometry and polygon-based mapping. These advancements are crucial for expanding the applications of mobile robots in diverse fields, including manufacturing, logistics, healthcare, and exploration, by enabling safer, more efficient, and adaptable operation in complex and dynamic settings.
Papers
Walk along: An Experiment on Controlling the Mobile Robot 'Spot' with Voice and Gestures
Renchi Zhang, Jesse van der Linden, Dimitra Dodou, Harleigh Seyffert, Yke Bauke Eisma, Joost C. F. de Winter
An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots
J. J. Cabrera, O. J. Céspedes, S. Cebollada, O. Reinoso, L. Payá
SCOPE: Stochastic Cartographic Occupancy Prediction Engine for Uncertainty-Aware Dynamic Navigation
Zhanteng Xie, Philip Dames
Mobile Robot Oriented Large-Scale Indoor Dataset for Dynamic Scene Understanding
Yifan Tang, Cong Tai, Fangxing Chen, Wanting Zhang, Tao Zhang, Xueping Liu, Yongjin Liu, Long Zeng
W-RIZZ: A Weakly-Supervised Framework for Relative Traversability Estimation in Mobile Robotics
Andre Schreiber, Arun N. Sivakumar, Peter Du, Mateus V. Gasparino, Girish Chowdhary, Katherine Driggs-Campbell
History-Aware Planning for Risk-free Autonomous Navigation on Unknown Uneven Terrain
Yinchuan Wang, Nianfei Du, Yongsen Qin, Xiang Zhang, Rui Song, Chaoqun Wang
Deployment of Large Language Models to Control Mobile Robots at the Edge
Pascal Sikorski, Leendert Schrader, Kaleb Yu, Lucy Billadeau, Jinka Meenakshi, Naveena Mutharasan, Flavio Esposito, Hadi AliAkbarpour, Madi Babaiasl
Advancing Behavior Generation in Mobile Robotics through High-Fidelity Procedural Simulations
Victor A. Kich, Jair A. Bottega, Raul Steinmetz, Ricardo B. Grando, Ayanori Yorozu, Akihisa Ohya