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A comprehensive overview of analog-to-digital converters (adcs), covering their fundamental principles, working mechanisms, and various applications. It delves into the conversion process, including sampling, quantization, and encoding, highlighting key concepts like resolution, nyquist criterion, and aliasing. The document also explores different types of adcs, their characteristics, and selection criteria for specific applications. It further examines the role of adcs in data acquisition, control systems, sensor integration, and various technological domains like cell phones, audio devices, and video devices.
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Measurement and Control Loop If you want to measure a signal, the analogue signal is first converted into digital form and then converted back into analogue
ADC (Analog to Digital Converter) is an electronic device that converts a continuous analog input signal to discrete digital numbers (binary) Analog Real world signals that contain noise Continuous in time Digital Discrete in time and value Binary digits that contain values 0 or 1
All microcontrollers store information using digital logic Compress information to digital form for efficient storage Medium for storing digital data is more robust Digital data transfer is more efficient Digital data is easily reproducible Provides a link between real-world signals and data storage
How ADC Works 2 Stages: Sampling Sample-Hold Circuit Aliasing Quantizing and Encoding Resolution Binary output
Simple Sample and Hold Circuit Response of Sample and Hold Circuit x(t) xs(t=k*Ts) Ts Reduction of a continuous signal to a discrete signal Achieved through sampling and holding circuit Switch ON – sampling of signal (time to charge capacitor w/ Vin) Switch OFF - voltage stored in capacitor (hold operation) Must hold sampled value constant for digital conversion x(t) t Ts xs(t)
Approximates a continuous range of values and replaces it with a binary number Error is introduced between input voltage and output binary representation Error depends on the resolution of the ADC
The signal can only take determined values Belonging to a range of conversion ( ΔVr ) Based on number of bit combinations that the converter can output Number of possible states: N= 2 n where n is number of bits Resolution: Q= ΔVr/N Conversion process: Quantization t Ts xs(t) ΔVr Q xq(t)
Example
Resolution
n
3
Vrange=Input Voltage Range n= # bits of ADC
Quantisation levels is defined as: where Nq = quantisation levels; and n is the number of bits. Resolution is defined as: where RADC is the resolution of the ADC; L is the full-scale range of the ADC Quantisation generates an error, because the digitised signal is only sampled from the original analogue signal. The maximum possible error occurs when the true value of the analogue signal is on the borderline between two adjacent quantisation levels, in which case the error is half the quantisation-level spacing; this gives us the following for quantisation error ( Quanerr ): where RADC is the resolution of the ADC. ADC Quanerr R 2 1 = 1 2 − 1 = − = n q ADC L N L R