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Dive into the research topics where Kyo Kutsuzawa is active.

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Featured researches published by Kyo Kutsuzawa.


international conference on robotics and automation | 2017

Acceleration Control for Dynamic Manipulation of a Robot Turning Over Objects

Toshiaki Tsuji; Kyo Kutsuzawa; Sho Sakaino

This study deals with dynamic object manipulation by a robot using a tool. In order to keep the contact between the held spatula and the manipulated object, a variety of movements satisfying conditions in acceleration dimension should be planned. However, it is quite difficult to assure the acceleration to stay in a certain range in case disturbances exist. Therefore, this study proposes a control architecture for acceleration control and discusses how to develop a controller suitable for dynamic object manipulation. Comparison through simulation and experimental results reveals the features of the proposed control system.


conference of the industrial electronics society | 2016

Estimation of individual force at three contact points on an end-effector by a six-axis force/torque sensor

Kyo Kutsuzawa; Sho Sakaino; Toshiaki Tsuji

When robots interact with the environment, it is necessary for them to detect and control contact forces. In many cases, force/torque sensors or tactile sensors on robots do not contact the environment directly, but instead contact through end-effectors or grasped objects. Thus, robots have to estimate actual contact forces through insensitive objects. However, estimating multiple contact forces through insensitive objects is an ill-posed problem. This paper proposes a method of estimating contact forces on three points separately with a six-axis force/torque sensor on an end-effector. We discovered that the components of contact forces normal to the plane defined by the three contact points can be found uniquely by applying static equilibrium of force and moment. The tangential components of contact forces can also be determined by the use of an additional algorithm. The validity of the proposed method is confirmed by experimental results.


The Abstracts of the international conference on advanced mechatronics : toward evolutionary fusion of IT and mechatronics : ICAM 2015.6 | 2015

Estimation of Individual Contact Force when Two Contact Points Exist during Robotic Tool Use

Kyo Kutsuzawa; Sho Sakaino; Toshiaki Tsuji


IEEJ journal of industry applications | 2018

Optimized Trajectory Generation based on Model Predictive Control for Turning Over Pancakes

Toshiaki Tsuji; Kyo Kutsuzawa; Sho Sakaino


international workshop on advanced motion control | 2018

Trajectory planning by variable length chunk of sequence-to-sequence using hierarchical decoder

Tetsugaku Okamoto; Kyo Kutsuzawa; Sho Sakaino; Toshiaki Tsuji


international conference on robotics and automation | 2018

Sequence-to-Sequence Model for Trajectory Planning of Nonprehensile Manipulation Including Contact Model

Kyo Kutsuzawa; Sho Sakaino; Toshiaki Tsuji


2018 12th France-Japan and 10th Europe-Asia Congress on Mechatronics | 2018

LSTM Learning of Inverse Dynamics with Contact in Various Environments

Daichi Furuta; Kyo Kutsuzawa; Sho Sakaino; Toshiaki Tsuji


conference of the industrial electronics society | 2017

Sequence-to-sequence models for trajectory deformation of dynamic manipulation

Kyo Kutsuzawa; Sho Sakaino; Toshiaki Tsuji


conference of the industrial electronics society | 2017

Model predictive control based deep neural network for dynamic manipulation

Daichi Furuta; Kyo Kutsuzawa; Tetsugaku Okamoto; Sho Sakaino; Toshiaki Tsuji


The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) | 2017

Deep Neural Network Learning of Model Predictive Control Considering Dynamic Constraint

Daichi Furuta; Kyo Kutsuzawa; Tetsugaku Okamoto; Sho Sakaino; Toshiaki Tsuji

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