Miscellaneous


Human-Centered Development of Guide Dog Robots: Quiet and Stable Locomotion Control

May 17, 2025

We present a quiet, smooth-walking controller for quadruped guide robots, addressing key challenges for blind and low-vision (BLV) users. Unlike conventional controllers that produce distracting noise and jerky motion, ours enables slow, stable, and human-speed walking—even on stairs. Through interviews and user studies with BLV individuals, we show that our controller reduces noise by half and significantly improves user acceptance, making quadruped robots a more viable mobility aid.
 

MEVIUS2: Practical Open-Source Quadruped Robot with Multimodal Perception (IEEE RA-P)

Mar 24, 2026

Title: MEVIUS2: Practical Open-Source Quadruped Robot with Sheet Metal Welding and Multimodal PerceptionAuthors: Kento Kawaharazuka, Keita Yoneda, Shintaro Inoue, Temma Suzuki, Jun Oda, and Kei OkadaAccepted to IEEE Robotics and Automation Practice

Website - haraduka.github.io/mevius2-hardware
GitHub - github.com/haraduka/mevius2
arXiv - arxiv.org/abs/2603.22031

Various quadruped robots have been developed to date, and thanks to reinforcement learning, they are now capable of traversing diverse types of rough terrain. In parallel, there is a growing trend of releasing these robot designs as open-source, enabling researchers to freely build and modify robots themselves. However, most existing open-source quadruped robots have been designed with 3D printing in mind, resulting in structurally fragile systems that do not scale well in size, leading to the construction of relatively small robots. Although a few open-source quadruped robots constructed with metal components exist, they still tend to be small in size and lack multimodal sensors for perception, making them less practical. In this study, we developed MEVIUS2, an open-source quadruped robot with a size comparable to Boston Dynamics' Spot, whose structural components can all be ordered through e-commerce services. By leveraging sheet metal welding and metal machining, we achieved a large, highly durable body structure while reducing the number of individual parts. Furthermore, by integrating sensors such as LiDARs and a high dynamic range camera, the robot is capable of detailed perception of its surroundings, making it more practical than previous open-source quadruped robots. We experimentally validated that MEVIUS2 can traverse various types of rough terrain and demonstrated its environmental perception capabilities. All hardware, software, and training environments can be obtained from Supplementary Materials or github.com/haraduka/mevius2
 
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