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MIT 6 111 - A Two-Input Polygraph

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A Two-Input PolygraphArchana VenkataramanChristopher BuenrostroIsaac RosmarinOutline Introduction Design Overview The Physiological Sensors The Digital Decision-Making Unit (DDMU) The Output Display ConclusionIntroduction 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 structure Environmental Setting Experience and Conduct of Examinator Questions: 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 questionsIntroduction The project uses 2 inputs to make decision–heart rate and skin conductivity Heart speeds up during times of emotional stress Perspire during times of emotional stress –increases conductivity Project divided into three sections The Physiological Sensors The Digital Decision-Making Unit The Output DisplayInput DevicesInputs DDMU VideoData Acquisition Flow DiagramHeart Rate MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterSkin Conductivity MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterDesignated Lab Kit RAM Refresh BlockInput DevicesInputs DDMU VideoData Acquisition Flow DiagramHeart Rate MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterSkin Conductivity MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterDesignated Lab Kit RAM Refresh BlockInput DevicesInputs DDMU VideoData Acquisition Flow DiagramHeart Rate MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterSkin Conductivity MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterDesignated Lab Kit RAM Refresh BlockInput DevicesInputs DDMU VideoData Acquisition Flow DiagramHeart Rate MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterSkin Conductivity MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterDesignated Lab Kit RAM Refresh BlockInput DevicesInputs DDMU VideoData Acquisition Flow DiagramHeart Rate MonitorProbe PatchesAttached to Test SubjectDesignated Lab Kit RAM Refresh BlockAnalog-to-Digital ConverterSkin Conductivity MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterInput DevicesInputs DDMU VideoData Acquisition Flow DiagramHeart Rate MonitorProbe PatchesAttached to Test SubjectDesignated Lab Kit RAM Refresh BlockAnalog-to-Digital ConverterSkin Conductivity MonitorProbe PatchesAttached to Test SubjectAnalog-to-Digital ConverterElectrocardiogram Heart Monitor*Images from http://ramseyelectronics.comInputs DDMU VideoRamsey Electronics ECG1CSkin Conductivity Monitor*Images from http://vismod.media.mit.edu/tech-reports/TR-542.pdfwith credit to Rosalind W. Picard and Jocelyn ScheirerInputs DDMU VideoThe GalvactivatorThe Digital Decision-Making UnitDesign Overview User Interface Decision-Making Portion Based on Polygraph Data Additional Functions Obtain Data Stored Externally in RAM Prepare/Send Data to Display UnitData to Be Displayed on Screen MemoryModuleDisplayDriverDecision-Making AlgorithmUser CommandsCaptureUser InputsData RegisterScreen Capture CommandsTo Memory Interface ModuleTo Memory Interface ModuleInputs DDMU VideoCapturing User Commands Module registers all user inputs and passes them to appropriate module User Commands: Type of Question Analyze Results Display Data Store Data Screen CaptureData to Be Displayed on Screen MemoryModuleDisplayDriverDecision-Making AlgorithmUser CommandsCaptureUser InputsData RegisterTo Memory Interface ModuleScreen Capture CommandsTo Memory Interface ModuleInputs DDMU VideoDecision-Making Algorithms Main Module of the DDMU –Analyzes sensor data and outputs binary “TRUTH/LIE”decision Digital Pre-Processing on data to remove extraneous, environmental factors Average incoming data Highpass Filter Implement one or more of following algorithms: Compare statistics of time signal Convert to frequency domain and compare Hypothesis TestingData to Be Displayed on Screen MemoryModuleDisplayDriverDecision-Making AlgorithmUser CommandsCaptureUser InputsData RegisterTo Memory Interface ModuleScreen Capture CommandsTo Memory Interface ModuleInputs DDMU VideoThe Memory Module and Data Register The Memory Module signals Memory Interface to Read from and Write to RAM by asserting a “request” signal Data Register holds critical values for the Decision-Making Algorithm: Time sequences to be compared Computed StatisticsData to Be Displayed on Screen MemoryModuleDisplayDriverDecision-Making AlgorithmUser CommandsCaptureUser InputsData RegisterTo Memory Interface ModuleScreen Capture CommandsTo Memory Interface ModuleInputs DDMU VideoDisplay Driver Gathers data to be sent to Display Unit Sensor Data Decision (T/F) Screen Capture Command Data to Be Displayed on Screen MemoryModuleDisplayDriverDecision-Making AlgorithmUser CommandsCaptureUser InputsData RegisterTo Memory Interface ModuleScreen Capture CommandsTo Memory Interface ModuleInputs DDMU VideoVideo DisplayJob of the Video Display Take in data and convert to a visually appealing format Display data Save previous data for referenceInputs DDMU Video On computer monitor Like PS3/Lab 4 Higher ResolutionInputs DDMU VideoVideo Output Register data on vsync refresh Convert data into an eye-pleasing formatInputs DDMU VideoData Inputs Compresses data to save Displays previous data Interacts with onboard RAM Changes based on user inputInputs DDMU VideoVideo StorageConclusion Design is modular  Project is good extension to material presented in class Polygraph is an interesting real-world


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MIT 6 111 - A Two-Input Polygraph

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