TY - GEN
T1 - A neuromimetic controller for robotic motion
AU - Wolpert, Seth
AU - Gaddala, Shilpa Sree
PY - 2009
Y1 - 2009
N2 - In this study, a controller for robotic motion based on neuroscientific principles was developed and implemented using an artificial neural element and a conventional robotic arm. With independent control over arm final position, velocity, acceleration, and deceleration, this system offers a more smooth, efficient and life-like motion than conventional open-loop methods. The system makes use of a single positional sensor, and derives all other sensory feedback signals from that sensor's output. The controller is a discrete neuromime, with an excitatory input dedicated to a "start" directive, and inhibitory synapses for position, velocity, acceleration, deceleration, and hard limiters. The system is easily upgradable to additional excitatory and inhibitory inputs, and will be able to mimic a broad range of motion trajectories, with emphasis on those derived from human elbow joint measurements.
AB - In this study, a controller for robotic motion based on neuroscientific principles was developed and implemented using an artificial neural element and a conventional robotic arm. With independent control over arm final position, velocity, acceleration, and deceleration, this system offers a more smooth, efficient and life-like motion than conventional open-loop methods. The system makes use of a single positional sensor, and derives all other sensory feedback signals from that sensor's output. The controller is a discrete neuromime, with an excitatory input dedicated to a "start" directive, and inhibitory synapses for position, velocity, acceleration, deceleration, and hard limiters. The system is easily upgradable to additional excitatory and inhibitory inputs, and will be able to mimic a broad range of motion trajectories, with emphasis on those derived from human elbow joint measurements.
UR - http://www.scopus.com/inward/record.url?scp=70349098481&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=70349098481&partnerID=8YFLogxK
U2 - 10.1109/NEBC.2009.4967714
DO - 10.1109/NEBC.2009.4967714
M3 - Conference contribution
AN - SCOPUS:70349098481
SN - 9781424443628
T3 - Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC
BT - NEBEC 2009 - Proceedings of the IEEE 35th Annual Northeast Bioengineering Conference
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE 35th Annual Northeast Bioengineering Conference, NEBEC 2009
Y2 - 3 April 2009 through 5 April 2009
ER -