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Published byOphelia McBride Modified over 9 years ago
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Analog Sensing 101 WITH P14452
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Agenda Analog Signal Characteristics Common Problems with A/D Conversion Clipping Small Signals Aliasing Analog Signal Conditioning “Digital” Sensors
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Analog Signal Characteristics Two Key Parameters Voltage Range i.e. +/- 50V Frequency Range i.e. < 5 KHz
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Common Problem: Clipping Cause: A/D Converter is unable to record voltages outside of operating range (i.e. 0-5V) Solution: Attenuation Reduce the voltage range of the signal, without corrupting the information Scale (in software) the digital representation to reflectthe true value
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Common Problem: Small Signals Cause: Analog Signal has a voltage range much lower than that of the A/D converter Solution: Amplification Increase the voltage range of the signal, without corrupting the information Scale (in software) the digital representation to reflect the true value
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Common Problem: Aliasing Cause: Violation of the Nyquist limit by Incorrect sampling frequency High Frequency Signal Noise Solution: Low Pass Filter Remove all frequencies above the frequency range of the sensor before capture of the signal
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Analog Signal Conditioning Process: Attenuate Large Signal Amplify Small Signal Convert Differential Signal to Single Ended Signal Apply DC Bias Remove High Frequencies Convert to Digital Value Scale Digital Value according to: Attenuation Amplification DC Bias Conversion Factor ( i.e. Celsius / mV )
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“Digital” Sensors What are they? Analog Sensor with Signal Conditioning and A/D conversion in the same package Advantages Standard Communication Protocol i.e. I2C, SPI, CAN Preset to Optimally Condition and Sample Minimized PCB Requirements Inexpensive Accurate Disadvantages Software Requirement Typically Fixed Sampling Rate
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Case Study: Temperature Sensor ADT7301 Temperature Range -40 C to 150 C Accuracy +/- 0.5 C Precision 13-bit 0.03125 C / 1 bit increase Max Sampling Rate 83.33 Hz Interface SPI 2.7-5.25V Supply Cost: ~$1.21 OMEGA TTIN-18 Type T Thermocouple Temperature Range -185 C to 300 C Additional Components Needed Instrumentation Amplifier INA128 - $11.30 Low Pass Filter 3 Op-AMPS LM741 - $0.70 Analog to Digital Converter Cost: $21 + $11.30 + $2.10 = $33.40
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Case Study: Pressure Sensor Honeywell SSCDANN150PG2A3 Pressure Range 0 – 150 PSIG Accuracy +/- 1% (2% band) Precision 14-bit 0.0092 PSI / 1 bit increase Max Sampling Rate ~2 kHz Interface I2C 3.3V or 5V Supply Cost: ~$36 Ashcroft G17M0242F2200# Pressure Range 0 – 200 PSI Accuracy +/- 0.5% Voltage Supply: 9-24V Additional Components Needed Attenuator (2 Op-amps) ~$1.40 Instrumentation Amplifier ~$11.30 Low Pass Filter (3 Opamps) ~$2.10 Analog to Digital Converter Cost: $175.50 + $20.80 = $196.30
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Case Study: Vibration Sensor Freescale Xtrinsic MMA8451Q 3-axis Vibration Range +/- 8g Accuracy +/- 1% (2% band) Precision 14-bit 0.000977g / bit Max Sampling Rate =< 800Hz Interface I2C 1.95V to 3.6V Supply Cost: ~$1.67 Omega ACC310 1-axis Vibration Range +/- 75g Precision: 100mV/g Output Range: +/- 7.5V Voltage Source: 24-36V Additional Components Needed Attenuator (2 Op-amps) ~$1.40 Instrumentation Amplifier ~$11.30 Low Pass Filter (3 Opamps) ~$2.10 Analog to Digital Converter Cost: $175 + $20.80 = $195.80
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