Title :
Anticipatory visual perception as a bio-inspired mechanism underlying robot locomotion
Author :
Barrera, Alejandra ; Laschi, Cecilia
Author_Institution :
Inst. Tecnol. Autonomo de Mexico (ITAM), Mexico City, Mexico
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
Anticipation of sensory consequences of actions is critical for the predictive control of movement that explains most of our sensory-motor behaviors. Plenty of neuroscientific studies in humans suggest evidence of anticipatory mechanisms based on internal models. Several robotic implementations of predictive behaviors have been inspired on those biological mechanisms in order to achieve adaptive agents. This paper provides an overview of such neuroscientific and robotic evidences; a high-level architecture of sensory-motor coordination based on anticipatory visual perception and internal models is then introduced; and finally, the paper concludes by discussing the relevance of the proposed architecture within the context of current research in humanoid robotics.
Keywords :
biomechanics; medical robotics; neurophysiology; visual perception; anticipatory visual perception; bio-inspired mechanism; humanoid robotics; neuroscience; robot locomotion; robotic evidence; sensory-motor coordination; Adaptation model; Force; Predictive models; Robot kinematics; Robot sensing systems; Visualization; Algorithms; Artificial Intelligence; Biomimetics; Humans; Locomotion; Pattern Recognition, Automated; Robotics; Visual Perception;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627406