Robust Human Machine Interface Based on Head Movements Applied to Assistive Robotics

Author:

Perez Elisa1ORCID,López Natalia1ORCID,Orosco Eugenio2ORCID,Soria Carlos2,Mut Vicente2ORCID,Freire-Bastos Teodiano3

Affiliation:

1. Gabinete de Tecnología Médica, Facultad de Ingeniería, Universidad Nacional de San Juan, 5400 San Juan, Argentina

2. Instituto de Automática, Facultad de Ingeniería, Universidad Nacional de San Juan, 5400 San Juan, Argentina

3. Departamento de Engenharia Elétrica, Universidade Federal do Espírito Santo, 29075910 Vitoria, ES, Brazil

Abstract

This paper presents an interface that uses two different sensing techniques and combines both results through a fusion process to obtain the minimum-variance estimator of the orientation of the user’s head. Sensing techniques of the interface are based on an inertial sensor and artificial vision. The orientation of the user’s head is used to steer the navigation of a robotic wheelchair. Also, a control algorithm for assistive technology system is presented. The system is evaluated by four individuals with severe motors disability and a quantitative index was developed, in order to objectively evaluate the performance. The results obtained are promising since most users could perform the proposed tasks with the robotic wheelchair.

Publisher

Hindawi Limited

Subject

General Environmental Science,General Biochemistry, Genetics and Molecular Biology,General Medicine

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Contemporary Voice Assisted LIDAR Based Self Piloting Intelligent Wheelchair for Both Elderly And Disabled;2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE);2023-11-01

2. Eye Controlled Wheel Chair System for Physically Challenged People;Lecture Notes in Electrical Engineering;2022

3. Biosignal-Based Human–Machine Interfaces for Assistance and Rehabilitation: A Survey;Sensors;2021-10-15

4. Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature;Sensors;2021-08-25

5. Mapping study of computer vision tools applied to aid in wheelchair control;International Physical Medicine & Rehabilitation Journal;2019-10-15

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