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By: Samantha Catanzaro Jessie Mitchell-Jemison Matthew Klingensmith Sharon Kong Anthony Santos
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Autonomous robots: intelligent machines capable of performing tasks in the world by themselves, without explicit human control over their movements (Bekey, Autonomous Robots) Simply, machines that move intelligently, performing actions without direct human control Examples: humanoids, rovers, cars, rescue, vacuum cleaners, line-following robots, etc.
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Three basic components: Sensors – send input to computers Computers – interpret input Motors – take signals from computer and generate actions. Sensors: RADAR, LIDAR, video, or GPS Most effective robots combine these sensors into one model. Some sensors, like Velodyne LIDARs, generate many data points that must be statistically analyzed to remove redundant or meaningless data. Three types of data analysis Model-based sensor-based statistical combination of models and sensors.
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1962: First industrial arm robot created for GM (Unimate) 1966: Standford creates Shakey, first robot to know and respond to its own actions. 1974: Silver Arm autonomous robot 1 st used to assemble small parts using touch sensors. 1977: Voyager space probes launch; most autonomous space probes at time. 1977 1 st Autonomous Vehicles developed in Japan Autonomous robotics has improved as computers, sensors, and general technology have advanced. 1979: New vision system designed by Hans Moravec (CMU) for greater autonomy. 1980s: Commercial autonomous robots created for hospitals, etc. using floor plans to plan routes 1980s: DARPA funds ALV, autonomous vehicle that uses laser radar and computer vision. 1995: Both CMU and Dickmanns (Germany) create driverless cars that travel long distances with little aid of human drivers. 96-2001: UAVS become more autonomous; driverless cars use new method to ‘understand’ environment instead of using radar (ARGO). 2002 1 st DARPA Grand Challenge
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Automation of tasks Increases efficiency Little or no human input necessary Reduces cost of labor Keeps humans out of hazardous situations
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Deterministic program may have unpredictable results on error Should still have human observation High initial costs for development
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Autonomous robots have the potential to be beneficial to society. They should not replace humans to the extent that humans depend on robots for daily activities, but they should be used in dangerous situations (ex. rescue missions). Therefore, we support the research of autonomous robots.
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