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A Two-Input Polygraph Archana Venkataraman Christopher Buenrostro Isaac Rosmarin
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A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Jun 11, 2020

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Page 1: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

A Two-Input Polygraph

Archana VenkataramanChristopher Buenrostro

Isaac Rosmarin

Page 2: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Outline

IntroductionDesign Overview

The Physiological SensorsThe Digital Decision-Making Unit (DDMU)The Output Display

Conclusion

Page 3: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Introduction

The polygraph detects stress-related physiological responses commonly linked with deception

Modern-day polygraphs rely on 4 major variables:

The Foundation of a lie-detector examination is in its structureEnvironmental SettingExperience and Conduct of ExaminatorQuestions: Control, Irrelevant, and Relevant

Decisions are based on the assumption that an innocent subject will react more strongly to the control questions and a guilty subject will react more strongly to the relevant questions

Page 4: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Introduction

The project uses 2 inputs to make decision–heart rate and skin conductivity

Heart speeds up during times of emotional stressPerspire during times of emotional stress –increases conductivity

Project divided into three sectionsThe Physiological SensorsThe Digital Decision-Making UnitThe Output Display

Page 5: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Input Devices

Inputs DDMU Video

Data Acquisition Flow Diagram

Heart Rate Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Skin Conductivity

Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Designated Lab Kit

RAM Refresh Block

Page 6: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Input Devices

Inputs DDMU Video

Data Acquisition Flow Diagram

Heart Rate Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Skin Conductivity

Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Designated Lab Kit

RAM Refresh Block

Page 7: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Input Devices

Inputs DDMU Video

Data Acquisition Flow Diagram

Heart Rate Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Skin Conductivity

Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Designated Lab Kit

RAM Refresh Block

Page 8: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Input Devices

Inputs DDMU Video

Data Acquisition Flow Diagram

Heart Rate Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Skin Conductivity

Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Designated Lab Kit

RAM Refresh Block

Page 9: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Input Devices

Inputs DDMU Video

Data Acquisition Flow Diagram

Heart Rate Monitor

Probe PatchesAttached to Test Subject Designated

Lab Kit RAM

Refresh Block

Analog-to-Digital

Converter

Skin Conductivity

Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Page 10: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Input Devices

Inputs DDMU Video

Data Acquisition Flow Diagram

Heart Rate Monitor

Probe PatchesAttached to Test Subject Designated

Lab Kit RAM

Refresh Block

Analog-to-Digital

Converter

Skin Conductivity

Monitor

Probe PatchesAttached to Test Subject

Analog-to-Digital

Converter

Page 11: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Electrocardiogram Heart Monitor

*Images from http://ramseyelectronics.com

Inputs DDMU Video

Ramsey Electronics ECG1C

Page 12: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Skin Conductivity Monitor

*Images from http://vismod.media.mit.edu/tech-reports/TR-542.pdfwith credit to Rosalind W. Picard and Jocelyn Scheirer

Inputs DDMU Video

The Galvactivator

Page 13: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

The Digital Decision-Making Unit

Design OverviewUser InterfaceDecision-Making Portion Based on Polygraph DataAdditional Functions

Obtain Data Stored Externally in RAMPrepare/Send Data to Display Unit

Data to Be Displayed on

Screen

MemoryModule

DisplayDriver

Decision-Making

Algorithm

User Commands

CaptureUser Inputs

Data Register

Screen Capture Commands

To Memory Interface Module

To Memory Interface Module

Inputs DDMU Video

Page 14: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Capturing User Commands

Module registers all user inputs and passes them to appropriate moduleUser Commands:

Type of QuestionAnalyze ResultsDisplay DataStore DataScreen Capture

Data to Be Displayed on

Screen

MemoryModule

DisplayDriver

Decision-Making

Algorithm

User Commands

CaptureUser Inputs

Data Register

To Memory Interface Module

Screen Capture Commands

To Memory Interface Module

Inputs DDMU Video

Page 15: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Decision-Making Algorithms

Main Module of the DDMU –Analyzes sensor data and outputs binary “TRUTH/LIE”decisionDigital Pre-Processing on data to remove extraneous, environmental factors

Average incoming dataHighpass Filter

Implement one or more of following algorithms:

Compare statistics of time signalConvert to frequency domain and compareHypothesis Testing

Data to Be Displayed on

Screen

MemoryModule

DisplayDriver

Decision-Making

Algorithm

User Commands

CaptureUser Inputs

Data Register

To Memory Interface Module

Screen Capture Commands

To Memory Interface Module

Inputs DDMU Video

Page 16: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

The Memory Module and Data Register

The Memory Module signals Memory Interface to Read from and Write to RAM by asserting a “request” signalData Register holds critical values for the Decision-Making Algorithm:

Time sequences to be comparedComputed Statistics

Data to Be Displayed on

Screen

MemoryModule

DisplayDriver

Decision-Making

Algorithm

User Commands

CaptureUser Inputs

Data Register

To Memory Interface Module

Screen Capture Commands

To Memory Interface Module

Inputs DDMU Video

Page 17: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Display Driver

Gathers data to be sent to Display Unit

Sensor DataDecision (T/F)Screen Capture Command

Data to Be Displayed on

Screen

MemoryModule

DisplayDriver

Decision-Making

Algorithm

User Commands

CaptureUser Inputs

Data Register

To Memory Interface Module

Screen Capture Commands

To Memory Interface Module

Inputs DDMU Video

Page 18: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Video Display

Job of the Video DisplayTake in data and convert to a visually appealing formatDisplay dataSave previous data for reference

Inputs DDMU Video

Page 19: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

On computer monitorLike PS3/Lab 4Higher Resolution

Inputs DDMU Video

Video Output

Page 20: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Register data on vsync refreshConvert data into an eye-pleasing format

Inputs DDMU Video

Data Inputs

Page 21: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Compresses data to saveDisplays previous dataInteracts with onboard RAMChanges based on user input

Inputs DDMU Video

Video Storage

Page 22: A Two-Input Polygraphweb.mit.edu/6.111/www/s2006/PROJECT/11/Presentation11.pdf · Introduction The polygraph detects stress-related physiological responses commonly linked with deception

Conclusion

Design is modular Project is good extension to material presented in classPolygraph is an interesting real-world application