PADS Paraplegic Assisted Driving System Aaron Broome Robert Graham Lamar Turnbull Tylor Palumbo Erick Moton Georgia Institute of Technology ECE 4007 Moore Fall 2010 Project Overview Autonomous speed control system Provide paraplegics with an alternative means of transportation through the use of the following: ○ Linear Actuator controlled acceleration/braking ○ Updated speed and related information display ○ LED display ○ Accurate speed calculation ○ 4-color recognition (Red, green, blue, black) ○ Manual override switch for emergency shutdown and reset Equipment Cost: $654 Technical Objectives Autonomous Speed Control Use object recognition to detect 3 speed zones and stop sign ○ Matlab RGB color detection Calculate speed and compare with latest detected sign ○ Measure revolutions/sec from PIC timer and counter ○ Compare with RGB values obtained from Matlab Control gas/brake pedal to adjust to desired speed ○ High/low output logic from PIC sent to H-bridge based on color and speed Project Goals Goals Response Time for Matlab to recognize signs Refresh rate of speed calculation Time required to completely stop vehicle from maximum speed Time required to adjust speed for new speed zone Achieve accurate speed for speed zone Accurate reading of zone colors (Red (STOP), Blue (5 mph), Black (10 mph) Yellow (13mph)) Proposed Specifications Actual Units Specifications <1 <1 sec <1 0.5 sec <7 <7 sec ≤5 ≤5 sec ±2 ±2 mph ± 20 N/A RGB Prototype Design Overview Golf Cart Laptop w/ USB camera & Matlab Hall Effect Speed Sensor Qwikflash (PIC18F452) Development Board 4” and 6” Linear Actuators Prototype Design Overview Qwikflash Development Board H-Bridge Linear Actuators Hall Effect Speed Sensor Hardware Block Diagram Laptop with USB Camera Serial Connection Qwikflash Board Dual H-Bridge Hall Effect Speed Sensor 4/6” Linear Actuators 12V Sealed Lead Acid Battery Linear Actuator Installation Dimensions: 20”x16”16.5” Prototype Design & Description Prototype currently works as desired in each speed zone. Desired specifications hit or miss Tests: Color Recognition Time: Matlab Timing Function Zone Reaction Times: Real-time road tests Testing Results Goals Response Time for USB cam to recognize signs Time required to completely stop vehicle from different speeds Desired Specifications Tested Values Units <1 0.22 Sec <7 5mph - 5.86 10mph - 6.70 13mph - 7.82 Sec 5mph-10mph – 14.4 Time required to adjust speed for new speed zone ≤5 Achieve accurate speed for speed zone ±2 5mph-13mph – 17.83 10mph-13mph – 8.94 10mph-5mph – 17.67 13mph-5mph – 15.09 13mph-10mph – 8.52 5mph – 5.35mph 10mph – 9.99mph 13mph – 12.84mph Sec Mph Procedure Flow Diagram PIC18F452 Operations Counter/Timer0 Speed Calculator Matlab Operations Speed Sensor Pulse (Input Port Signal) LCD Display Speed/Color Combined Response Subroutine H-Bridge (Output Port Signal) Webcam Color Detection RS232 Send/Receive Subroutine RS232 Send/Receive Subroutine Pushbutton (Reset) Hall Effect Speed Sensor Speed Calculation 1Rotation = 7.93*10 -4 miles # of Mounted Magnets = 1Rotation 1 Rotation 7.93*10-4 miles y magnets 3600sec miles ( )(( )( )( )= # x / 2 magnets 1 Rotation sec 1hr hr Matlab Object Recognition Problems & Solutions Speed Calculation via Timer/Counter Refresh rate for reading input pulses/sec .5 seconds used as refresh in order to keep speed updated at a regular rate Color Sensing and Object Recognition RGB threshold for various lighting conditions RGB value threshold was eliminated due to lack of time Number of Magnets Mounted to Wheel Quality of sample used to calculate speed 8 strips of magnets were attached to wheel to increase accuracy of speed calculation Linear Actuator Response Timing Linear actuator set to extend and/or retract for one second every response period Budget Analysis Part Name Cost CMUcam2 $109 Actuators $180 Magnetic Sensor $20 Microcontroller $205 Actuator Housing $60 Power Supply $80 Total $654 Project Budget: $440 Amount spent to date: $439.79 Microcontroller provided by Georgia Tech Savannah Future Work The PADS prototype system can be continued by future ECE students with additional work that could consist of the following: Implementation of LIDAR for object avoidance Autonomous control of the steering wheel GPS-assisted route navigation Questions Additional information located on project website: http://www.tinyurl.com/gtsavseniordesign