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Kenji Kawashima

13 accepted papers

2026

One-Step Model Predictive Path Integral for Manipulator Motion Planning Using Configuration Space Distance Fields

ICRA 2026poster

Motion planning for robotic manipulators is a fundamental problem in robotics. Classical optimization-based methods typically rely on the gradients of signed distance fields (SDF) to impose collision-avoidance constraints. However, these methods are susceptible to local minima and may fail when the …

2025

Control Pneumatic Soft Bending Actuator With Feedforward Hysteresis Compensation by Pneumatic Physical Reservoir Computing

RA-L 2025

The nonlinearities of soft robots bring control challenges like hysteresis but also provide them with computational capacities. This letter introduces a fuzzy pneumatic physical reservoir computing (FPRC) model for feedforward hysteresis compensation in motion tracking control of soft actuators. Our

Cited by 7SourceScholar
2025

Controlling Pneumatic Bending Actuator With Gain-Scheduled Feedforward and Physical Reservoir Computing State Estimation

RA-L 2025

Hysteresis brings challenges to both the control and state perception of soft robots. This work proposes a real-time gain-scheduled feedforward proportional controller design and a Physical Reservoir Computing (PRC) model to address hysteresis effects in the motion control and unobstructed state est

Cited by 3SourceScholar
2024

Trajectory Tracking Control of Dual-PAM Soft Actuator With Hysteresis Compensator

RA-L 2024

Soft robotics is a swiftly evolving field. Pneumatic actuators are suitable for driving soft robots because of their superior performance. However, their control is challenging due to the hysteresis characteristics. In response to this challenge, we propose an adaptive control method to compensate f

Cited by 11SourceScholar
2023

Limit Cycle Generation with Pneumatically Driven Physical Reservoir Computing

ICRA 2023poster

One of the recent developments in physical reservoir computing, which uses the complex dynamics of a physical system as a computational resource, is the use of a pneumatic pipeline system as a computational resource. This uses the dynamics of air for computation, and because it is lightweight and po…

Cited by 2SourceScholar
2022

Online Assistance Control of a Pneumatic Gait Assistive Suit Using Physical Reservoir Computing Exploiting Air Dynamics

ICRA 2022poster

Wearable gait assistive devices have been im-proved by soft robotics in terms of safety and physical burden of the wearer. Currently, electrical sensors and computers around the wearer are bottlenecks in enhancing the wearer's activities. In this paper, we present a wearable gait assistive system us…

Cited by 11SourceScholar
2020

Development of Selective Driving Joint Forceps Using Shape Memory Polymer

IROS 2020poster

In this study, we developed a selective driving joint forceps (SDJF) for laparoscopic surgery. The SDJF has a mechanism that the driving joints can be selected arbitrarily, therefore each joint doesn't require an individual actuator for operating. The developed SDJF has six joints that can be operat…

Cited by 4SourceScholar
2019

Development of an Arm Curl Machine with Variable Resistance Using Pneumatic Artificial Rubber Muscle

IROS 2019poster

A method to improve quality of life of elderly people is to increase muscle strength. The purpose of this study is to develop a machine to improve muscle strength effectively. In this paper, we proposed a muscle strength training machine that exerts variable resistance using pneumatic artificial rub…

Cited by 1SourceScholar
2019

Robotic Forceps without Position Sensors using Visual SLAM

ICRA 2019poster

In this study, a robotic forceps with a wrist joint using visual SLAM for joint angle sensing was developed. The forceps has a flexible joint connected to the wrist joint at its rear end and the motion of the rear joint is driven by a parallel linkage. A monocular camera attached on the rear of the…

Cited by 0SourceScholar
2018

Development of Master-slave Type Lower Limb Motion Teaching System

IROS 2018poster

Motor skill learning is fundamental in many physical activities of human. In the processes of learning of motor skills, learners often receive visual or physical information about postures from teachers. However, the information about postures usually cannot be transmitted precisely. In this paper,…

Cited by 7SourceScholar
2015

Compact haptic device using a pneumatic bellows for teleoperation of a surgical robot

IROS 2015poster

In this paper, a lightweight master interface for a surgical robot system is proposed. The position of the human hand is measured by a non-contact motion tracker, but the force feedback is realized by a handheld haptic device. A gripping force is displayed by a pneumatic bellows, which is smaller an…

Cited by 6SourceScholar
2015

Pneumatically driven handheld forceps with force display operated by motion sensor

ICRA 2015poster

Development of intuitive user interface of a dexterous forceps with wrist joint for minimally-invasive surgery (MIS) is important for reducing the surgeon's confusion and fatigue. In this paper, a wearable robotic forceps manipulator is proposed. By measuring the wrist attitude of the surgeon by a m…

Cited by 6SourceScholar