mini grand challenge contest for robot education bob avanzato associate professor of engineering...
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Mini Grand Challenge Contest for Robot
Education
Bob Avanzato
Associate Professor of Engineering
Penn State Abington1600 Woodland RoadAbington PA 19001
AAAI 2007Robotics and Education
March 27, 2007
Objectives• Design autonomous outdoor robot contest
“Mini Grand Challenge” (MGC) to promote interest in robotics and AI.
• Partly inspired by DARPA Grand Challenge• Include vision and HRI component. • Contest should be accessible to advanced
high school, lower-division undergrads (Engr, Cmpsci, IST) and beyond.
• Availability of low-cost robot platform and development environment to improve accessibility to MGC contest.
Robot Contests at Abington campus (Phila. PA area)• Over 40 robots participating in each contest• Over 120 students (K-12 to college and beyond)• Over 15 high schools/middle schools represented• Over 50 pizzas consumed!• Both contests offered annually since 1995.• What is next step?
Penn State Abington Robot Contests
Robo-Hoops
Regional Trinity Firefighting
Impact on Curriculum & Outreach
• Robotics supports wide range of educational and outreach goals
RoboticsContests
EDG 100Freshman Design
CSE 271/275Digital ElectronicsSophomore EE/CSE
ENGR 297 RoboticsSpecial TopicsFreshmen/Sophomores
Comp Sci 201CIntro for Fresh/Soph
IST 402 (new!)Emerging Technologies
K -12 Outreach
Undergraduate Research(ACURA)
PSU Abington Robot Platform
Mini Grand Challenge (MGC)• Autonomous, outdoor, electric ground robot
• Follow 8-ft wide (unmarked) paths on college campus
• Reach 6 waypoints (GPS longitude, latitude)
• Avoid human obstacles on path
• Entertain human spectators
• Take off-road detour across field (with obstacles)
• Payload: 1 gallon of water
• Robot Speed: 1.5 - 5mph
• (6) Waypoints disclosed 24 hours prior to contest event.
Campus Paths
Campus Paths
Campus Paths
Campus Paths
Campus Paths
Campus Paths (Field)
Campus Paths
Campus Paths
Sample Path/Waypoint Layout
WP #3
WP #5
WP #6
WP #4
Path width = ~8ftWaypoint (WP) diameter = 20ft
…orange cones
Key Equipment List• PowerWheels™ platform $220• GPS (with serial cable) $120• Speaker/amp (15-30 watt) $60• Inverter (DC to AC) $50• Servo (steering) $50• Speed controller $60• USB camera (240 x 320) $50• Camera stand $30• Sonar and servo $50• USB to serial converter $30• Servo controller $50-$150• Battery $50• TOTAL…… $850 (approx.)
• NOTE: Laptop, MATLAB costs not included in above list
Robot Block Diagram
USBCamera
GPS(Garmin eTrex)
Sonar
Pontech SV203Controller
Speaker(30-watt)
SteeringControl
Drive MotorSpeed/Dir
Control
Laptop ComputerWindows XP OS
MATLAB
PSU Abington Robot
Key Software• MATLAB with Image Processing Toolbox
– Grab image from USB camera– Edge detection– Read GPS text serial output (position, velocity)– Text-to-Speech– Send motor and steering commands to servo
controller– Main control loop written in MATLAB
• Drivers– MS Win32 Speech API (SAPI) (text to speech)– VFM (Video for Windows frame grabber)
• Any Software/Hardware solution Allowed
Pilot Study: Student Solution
• Background: Sophomore-level EE student with no prior experience in vision
• Student developed a heuristic, path-tracking algorithm in MATLAB (Image Processing ToolBox; Canny edge detection) within 4 hours (non-optimal).
• MATLAB environment promotes rapid prototyping and facilitates testing.
Big Design Questions• Can an outdoor robot platform (hardware and
sensors) for MGC be constructed for under $1000?– Answer: Yes (almost)
• Can an operational outdoor, autonomous, robot prototype (hardware & software) be completed (with minimal testing & performance) for MGC in 40 hours?– Answer: Yes (almost)
Results• 2005 Mini Grand Challenge (April 2005)
– 3 participants; no successful robots– Rain limited outdoor event (rescheduled in Dec.)– Robots on display indoors; same day as FF contest– Generated much interest for future events
• 2006 Mini Grand Challenge (April 1, 2006)– 6 participants; one robot manages 50% of course
• 2007 Mini Grand Challenge (March 31, 2007)– 8 robots registered– 1 high school team
Mini Grand Challenge Event(PSU-Abington PA; April 3, 2005)
MGC 2006
MGC 2006 (PSU Abington robot)
MGC 2006
MGC 2006 (PSU University Park robot)
MGC 2006 (Spectator Interaction)
Conclusions• Mini Grand Challenge (MGC) contest successfully
promotes interest in robotics and AI for a wide range of participants (freshman college to professional)
• Low-cost robot platform with MATLAB software allows freshman/sophomore undergrads to participate in sophisticated algorithm development.
• Spectator friendly; educational & outreach benefits
• Outdoor contest has risks (example: rain!)
• Larger robot --> more cumbersome for classroom integration
Future Directions• Expand student involvement in Mini Grand Challenge
(course integration problem).
• Develop web-based resources and tutorials.
• Develop K-12 outreach activities based on MGC
• Assess (survey) student retention and recruitment.
• Expand spectator-robot interaction (SRI)
• ArtBots (in Philly, PA)
• Develop indoor extension to contest to mitigate weather problems. (Example: follow cones in gym)
• Non-engineering student involvement – IST?