Trash detection algorithm suitable for mobile robots using improved yolo

R Harada, T Oyama, K Fujimoto, T Shimizu… - Journal of Advanced …, 2023 - jstage.jst.go.jp
The illegal dumping of aluminum and plastic into cities and marine areas leads to negative
impacts on the ecosystem and contributes to increased environmental pollution. Although …

Coverage motion planning based on 3D model's curved shape for home cleaning robot

Y Sakata, T Suzuki - Journal of Robotics and Mechatronics, 2023 - jstage.jst.go.jp
Research on the automated control of robots for wiping curved surfaces includes studies on
cleaning contaminated areas and controlling the end-effector posture to apply a constant …

Initial Localization of Mobile Robot Based on Expansion Resetting Without Manual Pose Adjustment in Robot Challenge Experiment

S Takeda, T Umetani - Journal of Robotics and Mechatronics, 2023 - jstage.jst.go.jp
This study proposes a method for estimating the initial position of a mobile robot during a
mobile robot experiment using expansion resetting. Depending on the type of sensor …

Development of magnetic-based navigation by constructing maps using machine learning for autonomous mobile robots in real environments

T Takebayashi, R Miyagusuku, K Ozaki - Sensors, 2021 - mdpi.com
Localization is fundamental to enable the use of autonomous mobile robots. In this work, we
use magnetic-based localization. As Earth's geomagnetic field is stable in time and is not …

Simplified System Integration of Robust Mobile Robot for Initial Pose Estimation for the Nakanoshima Robot Challenge

T Umetani, S Takeda, R Yamamoto… - Journal of Robotics and …, 2023 - jstage.jst.go.jp
This paper describes a study of the simple system integration of a mobile robot in the
Nakanoshima Robot Challenge 2022. To improve the operability of the robot at the start of …

Toilet Floor Trash Detection System for Unidentified Solid Waste

RO Wiyagi, K Wada - Journal of Robotics and Mechatronics, 2024 - jstage.jst.go.jp
The maintenance of public toilets, such as those found in convenience stores, presents
challenges in the era of limited human resources. Consequently, the development of an …

Rapid Development of Mobile Service Robot in Public Space for Robotics Challenge Experiments

T Umetani, S Ujiro, H Matsumoto… - 2024 8th International …, 2024 - ieeexplore.ieee.org
This paper describes a method for simplified implementation of the mobile service robot for
intelligent environments based on open-source products for the Nakanoshima Robot …

Development of A Raindrop-aware Environment Detection Algorithm for 3D-LiDAR Based Outdoor Mobile Robot Navigation

R Uchida, K Kobayashi, T Ohkubo… - 2021 60th Annual …, 2021 - ieeexplore.ieee.org
Stable perception of its environment is essential to navigating an autonomous mobile robot
safely. Most autonomous mobile robots employ a LiDAR (light detection and ranging) to …

Relaxing Correlation Assumptions for Data Fusion from Multiple Access Points for Wifi-based Robot Localization

R Miyagusuku, K Ozaki - 2022 IEEE/SICE International …, 2022 - ieeexplore.ieee.org
Most data fusion methods assume all data sources to be conditionally independent. In most
cases, this is a practical choice, rather than an assumption derived from the observed …

Distance Invariant Sparse Autoencoder for Wireless Signal Strength Mapping

R Miyagusuku, K Ozaki - 2021 IEEE/SICE International …, 2021 - ieeexplore.ieee.org
Wireless signal strength based localization can enable robust localization for robots using
inexpensive sensors. For this, a location-to-signal-strength map has to be learned for each …