Introduction to Networked Robotics CS 643 Seminar on Advanced Robotics Wenzhe Li, Graduate Student Texas A&M University
Outline Introduction Features Examples Challenges Some research Issues Summary
What is Networked Robotics ? A networked robot is a robotic device connected to a communications network such as the Internet or local area network (LAN) ( From IEEE technical committee )
Subclasses of networked robots Teleoperated Human supervisors send commands and receive feedback via the network Autonomous Robots and sensors exchange data via the network
RoboMotes: Gaurav S. Sukhatme, USC
Introduction Features Examples Challenges Some research Issues Summary
Some Features Perform tasks that a single robot (or module) cannot perform or a special- purpose larger robot to perform
Some Features Improved Efficiency React to information sensed by other mobile robots Fault tolerance Provide great synergy
Introduction Features Examples Challenges Some research Issues Summary
Networked Robotics VS Biology Studies of wasps shows that: Centralized Coordination in small colony sizes, Distributed, Decentralized coordination in larger colonies
Examples Manufacturing industry --Multiple robots, --Numerous sensors controllers --Automated guided vehicles --One or two human operators Welding, Machining Mostly in Structured Environment So, what about for less structured Environment ……. Mining Robots, human operators play a more important role. Working Cell
Examples Health Care industry Home Appliance Maron Robot, Tokyo, October 7, 2002, Fujitsu Remotely controlled by mobile phone Consists of telephone camera, timer remote control,surveillance equipment Interact with other sensors,actuators in the home
Examples Environmental monitoring – key application ! Aquatic Monitoring: -- Aquatic Microbial Observing System by USC -- RiverNet project, RPI Terrestral Monitoring Subsoil monitoring Forest Monitoring.. Infomechanical system project, UCLA,USC,UCR
Examples Defense industry
Introduction Features Examples Challenges Some research Issues Summary
Research Challenge Who should talk to who ? What information should be conveyed? and How? How does each unit move ? How should member acquire information? How to aggregate information ? ………………………. Robot moves Network Topology Dynamic, Behavior change
Introduction Features Examples Challenges Some research Issues Summary
Model for Control of a NS Robots must be able to use information to derive local estimate, reason about the spatial network, choose appropriate control. (1) (2)
Some research issues Communication for Control At the lowest level, allows agents to exchange Information. At the higher level, agents can share information for planning and for control. Communication for Perception The challenge is to exploit communication for perception, presence of the delays, limited bandwidth, and disruption.
Some research issues Control for Perception Where to place the node ? Maximize the Quality ( or satisfaction) Related Problems Art Gallery problem, Watchman route problem,Zoo-keeper route problem,FSP…. Definition of WRP problem For workspace W, find the shortest path p in W such that every point on the boundary dW can be seen by a point on path p Control for Communication Robots moves….. affects the network and data transmission in the network …Arise many challenges…..
Introduction Features Examples Challenges Some research Issues Summary
Summary Critical to such tasks, environmental monitoring, surveillance and reconnaissance, and security for civilian or defense purposes Main overarching challenges Technical challenges to scalability Performing physical tasks in the real world Human interaction for network-centric control and monitoring Create robot networks can anticipate our needs and command rather than reacting (with delays) to human commands Tremendous potential, but a long way to go…..
Summary Thanks !