ADVANCED TELEROBOTICS CONCEPTS USING NEURAL NETWORKS

Award Information
Agency:
National Aeronautics and Space Administration
Branch
n/a
Amount:
$497,957.00
Award Year:
1991
Program:
SBIR
Phase:
Phase II
Contract:
n/a
Agency Tracking Number:
11893
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
Accurate Automation Corp.
1548 Riverside Drive, Suite B, Chattanooga, TN, 37406
Hubzone Owned:
N
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
n/a
Principal Investigator:
Craig T. Harston
Principal Investigator
(615) 267-5959
Business Contact:
ROBERT M. PAP
PRESIDENT
(615) 267-5959
Research Institution:
n/a
Abstract
WE INTEND TO APPLY NEURAL NETWORK TECHNOLOGY TO TELEROBOTICS. THIS WILL TAKE ADVANTAGE OF SOME OF THE ADVANCES THAT ARE BEING DONE FOR AUTONOMOUS ROBOTS. THESE CONCEPTS WILL EXTEND THE CAPABILITIES OF THE HUMAN OPERATOR. THE TELEROBOTIC CONTROLLER WILL BE TAUGHT USING BACKWARD SHAPING TO IMPROVE ITS SPEED OF LEARNING. IT IS PROPOSED TO ADD A CAPABILITY FOR ASSOCIATION BASED SENSOR DATA FUSION. THE CONTROLLER WILL BE ADAPTED TO HAVE MULTIPLE JOINTS CONTROLLED BY HYBRID NEURAL NETWORKS. THE PROJECT WILL SEE IF THE NEURAL NETWORK CAN IMPROVE PERFORMANCE FOR MINIMUM JERK AND MINIMUM TORQUE CRITERIA BASED UPON THE LEARNING. IT IS THOUGHT THAT THE CONCEPTS WILL ALLOW FOR CONTROL OF MULTIPLE JOINTS OR DEGREES OF FREEDOM IN THE ROBOTIC PROBLEM.

* information listed above is at the time of submission.

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