Artículo
Human robot interaction based on wearable IMU sensor and laser range finder
Cifuentes, Carlos; Freire Bastos, Teodiano; Carelli Albarracin, Ricardo Oscar
; Frizera Neto, Anselmo
Fecha de publicación:
06/2014
Editorial:
Elsevier
Revista:
Robotics And Autonomous Systems
ISSN:
0921-8890
Idioma:
Inglés
Tipo de recurso:
Artículo publicado
Clasificación temática:
Resumen
Service robots are not only expected to navigate within the environment, as they also will may with people. Human tracking by mobile robots is essential for service robots and human interaction applications. In this work, the goal is to add a more natural robot–human following in front based on the normal human gait model. This approach proposes implementing and evaluating a human–robot interaction strategy, using the integration of a LRF (Laser Range Finder) tracking of human legs with wearable IMU (Inertial Measurement Unit) sensors for capturing the human movement during the gait. The work was carried out in four stages: first, the definition of the model of human–robot interaction and the control proposal were developed. Second, the parameters based on the human gait were estimated. Third, the robot and sensor integration setup are also proposed. Finally, the description of the algorithm for parameters detection is presented. In the experimental study, despite of the continuous oscillation during the walking, the parameters estimation was precise and unbiased, showing also repeatability with human linear velocities changes. The controller was evaluated with an eight-shaped curve, showing the stability of the controller even with sharp changes in the human path during real experiments.
Palabras clave:
Human-Robot Interaction
,
Imu Sensor
,
Laser Range Finder
,
Human Tracking
Archivos asociados
Licencia
Identificadores
Colecciones
Articulos(INAUT)
Articulos de INSTITUTO DE AUTOMATICA
Articulos de INSTITUTO DE AUTOMATICA
Citación
Cifuentes, Carlos; Freire Bastos, Teodiano; Carelli Albarracin, Ricardo Oscar; Frizera Neto, Anselmo; Human robot interaction based on wearable IMU sensor and laser range finder; Elsevier; Robotics And Autonomous Systems; 62; 6-2014; 1425-1439
Compartir
Altmétricas