Characterizing Multidimensional Capacitive Servoing for Physical Human–Robot Interaction

نویسندگان

چکیده

Toward the goal of robots performing robust and intelligent physical interactions with people, it is crucial that are able to accurately sense human body, follow trajectories around track motion. This study introduces a capacitive servoing control scheme allows robot navigate limbs during close interactions. Capacitive leverages temporal measurements from multielectrode sensor array mounted on robot's end effector estimate relative position orientation (pose) nearby limb. then uses these pose estimates data-driven estimator within feedback loop in order maneuver surface We provide design overview sensors for human–robot interaction investigate performance generalization through an experiment 12 participants. The results indicate multidimensional enables move proximally or distally along while adapting pose. Using cross-validation experiment, further show generalizes well across people different body size.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Capacitive Sensors for Whole Body Interaction

Capacitive proximity sensors can be used to implement a variety of expressive input devices. They are especially suitable for Whole Body Interaction as they are small, robust, flexible, and can be both worn on the body or embedded into the environment. This chapter discusses technical challenges that arise when using capacitive sensors for tracking human motion, namely sensor shielding and ensu...

متن کامل

On Characterizing the Physical∗

In previous work (Wilson forthcoming), I have endorsed an account of the physical according to which an entity is physical just in case it is (approximately accurately) treated by current or future (in the limit of inquiry, ideal) physics, and is not fundamentally mental. Call this account of the physical the physics-based NFM (“no fundamental mentality”) account. The physics-based NFM account ...

متن کامل

Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces

We present a scalable Gaussian process model for identifying and characterizing smooth multidimensional changepoints, and automatically learning changes in expressive covariance structure. We use Random Kitchen Sink features to flexibly define a change surface in combination with expressive spectral mixture kernels to capture the complex statistical structure. Through the use of novel methods f...

متن کامل

Omni-directional visual servoing for human-robot interaction

In this paper, we describe a visual servoing system developed as a human-robot interface to drive a mobile robot toward any chosen target. An omni-directional camera is used to get the 360 degree of field of view, and an efficient SSD based tracking technique is developed to track the target. The use of the omnidirectional geometry eliminates many of the problems common in visual tracking and m...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Transactions on Robotics

سال: 2023

ISSN: ['1552-3098', '1941-0468', '1546-1904']

DOI: https://doi.org/10.1109/tro.2022.3190217