A review on magnetic-assisted localization for mobile robots

W Lei, C Zhang, Z Jin, J Chen - Measurement, 2025 - Elsevier
In recent years, the field of mobile robot localization technology in Global Navigation
Satellite System (GNSS)-denied environments is a significant research focus …

Hybrid localization using model-and learning-based methods: Fusion of Monte Carlo and E2E localizations via importance sampling

N Akai, T Hirayama, H Murase - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This paper proposes a hybrid localization method that fuses Monte Carlo localization (MCL)
and convolutional neural network (CNN)-based end-to-end (E2E) localization. MCL is based …

Semantic localization considering uncertainty of object recognition

N Akai, T Hirayama, H Murase - IEEE Robotics and Automation …, 2020 - ieeexplore.ieee.org
Semantics can be leveraged in ego-vehicle localization to improve robustness and accuracy
because objects with the same labels can be correctly matched with each other. Object …

Visual navigation of a wheeled mobile robot using front image in semi-structured environment

K Kurashiki, M Aguilar… - Journal of Robotics and …, 2015 - jstage.jst.go.jp
Autonomous mobile robots has been an active research recently. In Japan, the Tsukuba
Challenge is held annually since 2007 in order to realize autonomous mobile robots that …

Development of autonomous mobile robot that can navigate in rainy situations

N Akai, Y Kakigi, S Yoneyama, K Ozaki - Journal of Robotics and …, 2016 - jstage.jst.go.jp
The Real World Robot Challenge (RWRC), a technical challenge for mobile outdoor robots,
has robots automatically navigate a predetermined path over 1 km with the objective of …

Person detection method based on color layout in real world robot challenge 2013

K Yamauchi, N Akai, R Unai, K Inoue… - Journal of Robotics and …, 2014 - jstage.jst.go.jp
In Real World Robot Challenge 2013, a mission was added that had robots search for a
person wearing clothes featuring unique colors. We focus on the layout of such clothes with …

Development of autonomous mobile robot “MML-05” based on i-Cart mini for Tsukuba challenge 2015

T Eda, T Hasegawa, S Nakamura - Journal of Robotics and …, 2016 - jstage.jst.go.jp
This paper describes a self-localization method for autonomous mobile robots entered in the
Tsukuba Challenge 2015. One of the important issues in autonomous mobile robots is …

Development of autonomous robot with simple navigation system for Tsukuba Challenge 2015

Y Kanuki, N Ohta - Journal of Robotics and Mechatronics, 2016 - jstage.jst.go.jp
This paper introduces the robot that was developed for Tsukuba Challenge 2015. One of the
team's design goals was to implement a simple sensor configuration and control algorithm …

Development of an autonomous mobile robot with self-localization and searching target in a real environment

M Nomatsu, Y Suganuma, Y Yui… - Journal of Robotics and …, 2015 - jstage.jst.go.jp
In describing real-world self-localization and targetsearch methods, this paper discusses a
mobile robot developed to verify a method proposed in Tsukuba Challenge 2014. The …

Indoor self-localization using multiple magnetic sensors

I Nagai, J Sakai, K Watanabe - Journal of Robotics and Mechatronics, 2019 - jstage.jst.go.jp
This study proposes an indoor self-localization for the estimation of the position and posture
of an instrument using multiple magnetic sensors. First, a magnetic map for the localization …