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Published byTheodore Chapman Modified over 8 years ago
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Human Vital Sign Monitoring and Security Applications Using Correlated MEMS Accelerometer and ZnO x Nanowire Gas Sensors William Branham University of Southern California Viterbi School of Engineering
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Sensor Networks Society's Sensor Needs Opportunity Large Client Base Size Reliability Cost Connectivity Convenience Signal Processing 2
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Multi-Sensor Platform Correlation Redundancy USB USB Connector Microcontroller USB UART IC USB SerialClock ADC VCCGND USB-Microcontroller Module Humidity Sensor Temperature Sensor Pressure Sensor Light Sensor Accelerometer DAC Power from PC’s USB port Board’s GND and VCC Nano-electronic FET DG RdRd S Regulator: 5V to 3.3V VCC – 5V V – 3.3V GND 3 GUI Host Controller
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MEMS Accelerometer 3-Axis 1.5g vs. 6g mode 1.5g more sensitive; 6g for larger accelerations Hardware-based low pass filter Can be dropped from 1.8 meters onto concrete Min/max temperature -25ºC to 145ºC 4
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In 2 O 3 Nanowire Field Effect Transistor (Gas Sensor) Dimensions: 10 nm diameter 6+ μm length Conductivity Changes Sensitive to: CO NO2 Humidity Temperature UV Light (resets) Ethanol Hydrogen 5 CO + O - → CO 2 + e - NO2 + e - → NO2 -
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Manufacturing Method Laser-assisted chemical vapor deposition system Laser ablates In solid into vapor Au clusters catalyze nanowire growth Indium vapor combines with oxygen to form indium oxide Diameter of the nanowire is directly linked to the catalytic particle size 6
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Digital Signal Processing Low pass filter – Moving Average Fourier Transforms High pass filter windows 7 Accelerometer Respiration Accelerometer Walking Real-Time Accelerometer
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Human Vital Sign/Biorhythm Application - Accelerometer Respiration measured through diaphagm movement (subject lying on back with sensor taped to diaphragm) Moving Average Size: 25 Major spike from sensor falling –sensor can detect if patient has fallen at the same time as measuring respiration 8
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Respiration in Real/Noisy Environment Subject walking around with accelerometer strapped to stomach/diaphragm area using tape Each major (~0.4 magnitude changes) peak represents one inhale/exhale Minor peaks (~.1 magnitude changes) result of walking/major vibration or jostling. 9
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Human Vital Sign/Biorhythm Application – Nanowire Gas Sensor Respiration: Each peak/valley represents inhale/exhale Simple 20-point moving average Quick responsiveness 10
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Security Application - Accelerometer Gait Identification - Trespassing Unfiltered signal – each spike likely correlates with a step, but smaller spikes are ambiguous 11
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Filtered Signal – Human Gait Human Gait detection Low pass filter gives clearer delineation of steps each spike represents step taken Resonance of structures 12
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Future of Comprehensive Sensor Networks Clients Infants People who are elderly or disabled Emergency medical personnel Preventative medicine/Medical history Security Ubiquity Convenience Sustainability Environmental Control 13
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Economic Considerations Large Client Base Opportunity Falls are the leading cause of fatal and non-fatal injuries to older people in the US. 11 million people over age 65 fall per year (1/3 of all seniors) Even larger client base for other forms of monitoring (heart rate/pressure, respiration, etc.) Will increase as baby boom generation ages Current sensor packages are not as efficient, accurate, cheap, or convenient Example: LifeAlert Costs ~$300 + $60 monthly and requires user input for assistance Only deals with falls, not medical monitoring
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