Design and Evaluate Interleaved ADC Using System Object

Open Script

This example shows how to use System objects to model and evaluate the performance of an interleaved ADC. This example is based on the AD9625 from Analog Devices.

Parametrically Describe an Interleaved ADC Core

Open the model InterleavedADCTestVec.slx. In this model, select the MATLAB System block and enter InterleavedADC for the System object name parameter's value to associate that block with the InterleavedADC system object included with this example. Press OK. Connect the labeled input and output signals to the block.

model = 'InterleavedADCTestVec';
open_system(model);

Set the following parameters of the MATLAB System block to match the AD9625:

Number of ADCs: 3
Number of bits: 12
Input dynamic range: [-1.2, 1.2]

The Interleaved ADC System Object will create 3 flash ADC system objects and propagate the values of Number of bits and Input dynamic range to each of them. To specify different values for these properties in the individual flash ADCs, go to the Advanced tab and check the Use vector properties to set unique values for each component ADC box.

NADCs = 3;
NBits = 12;
Range = [-1.2, 1.2];

Set the sample interval of the Interleaved ADC to the number of ADCs divided by twice the sample rate of the AD9625. This is necessary because the Interleaved ADC performs rising edge detection on the conversion start signal and needs an additional input sample between conversion starts to detect the conversion start signal hasn't simply been held high.

Fs = 2.5e9; % Hz
set_param([model '/Interleaved ADC'], 'SampleTime', 'NADCs / (2 * Fs)');

Simulate the model and observe the inputs and outputs using the scope. This model provides individual conversion start signals to each ADC with phase offsets to make the total conversion rate 2.5 GSPS. The block outputs individual results and ready (end-of-conversion) signals for each ADC within the interleaved ADC core.

sim(model);
open_system([model, '/Scope']);

bdclose(model);

Measure Performance of an Interleaved ADC

Open the model InterleavedADCTestbench.slx. Set up the MATLAB System block the same way, using the properties of the AD9625:

Number of ADCs: 3
Number of bits: 12
Input dynamic range: [-1.2, 1.2]

This time, however, set the Sample interval to 1 / (2 * Fs) and, in the Advanced tab, check the box to Multiplex the output to a scalar. The higher sample rate allows the interleaved ADC to multiplex its output to a scalar value, which can then be interpreted by the ADC Testbench. The interleaved ADC system object will automatically de-multiplex the scalar conversion start signal provided by the ADC Testbench between the three individual ADCs in its core.

model = 'InterleavedADCTestbench';
load_system(model);
NADCs = 3;
NBits = 12;
Range = [-1.2, 1.2];
Fs = 2.5e9; % Hz
set_param([model '/Interleaved ADC'], 'SampleTime', '1 / (2 * Fs)');

Check the box to Use vector properties to set unique values for each component ADC. The AD9625 claims different offset error values for the three variants of the converter, so choose offset error values on the interval [-6, 6] LSB for each one. Similarly, choose the gain error from the interval [-8, 8] %FS (percent of the full-scale range of the converter). The resulting offset error and gain error values will be vectors with their number of elements equal to the number of individual ADCs in the interleaved ADC core.

OffsetError = [-5 0 5];
GainError = [-7 0 7];
set_param([model '/Interleaved ADC'], 'OffsetError', 'OffsetError');
set_param([model '/Interleaved ADC'], 'OffsetErrorUnit', 'LSB');
set_param([model '/Interleaved ADC'], 'GainError', 'GainError');
set_param([model '/Interleaved ADC'], 'GainErrorUnit', '%FS');

Inside the ADC Testbench, set the Conversion start frequency to Fs, then set the Number of bits and Input range to match the interleaved ADC. Apply these changes. Now click the Set as model stop time button in the Stimulus tab to update the model's stop time.

set_param([model '/ADC Testbench'], 'StartFreq', 'Fs');
set_param([model '/ADC Testbench'], 'NBits', 'NBits');
set_param([model '/ADC Testbench'], 'InputRange', 'Range');

In the Target Metrics tab of the ADC Testbench, set the target metrics to the maximum value of the offset error and gain error vectors so that the ADC Testbench will sweep the full transfer curve. Additionally, set the Simulation stop time to 5e-5 to allow enough simulation time for a complete sweep. Check the box to Stop simulation on completion to only collect the needed data.

set_param([model '/ADC Testbench'], 'TargetOffsetError', 'max(abs(OffsetError))');
set_param([model '/ADC Testbench'], 'TargetOffsetErrorUnit', 'LSB');
set_param([model '/ADC Testbench'], 'TargetGainError', 'max(abs(GainError))');
set_param([model '/ADC Testbench'], 'TargetGainErrorUnit', '%FS');
set_param([model '/ADC Testbench'], 'StopOnCompletion', 'on');
set_param(model, 'StopTime', '5e-5');

Run the simulation and observe the results by plotting INL and DNL using the button in the ADC Testbench block mask.

sim(model);
open_system(model);

INLDNL discarded 52183 intervals that contained 64668 data points in total.
This made the analog value sets associated with codes [-2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2048, -2047, -2047, -2047, -2047, -2047, -2047, -2047, -2047, -2046, -2046, -2046, -2046, -2046, -2046, -2046, -2046, -2046, -2046, -2045, -2045, -2045, -2045, -2045, -2045, -2045, -2045, -2045, -2044, -2044, -2044, -2044, -2044, -2044, -2044, -2044, -2043, -2043, -2043, -2043, -2043, -2043, -2043, -2043, -2043, -2043, -2042, -2042, -2042, -2042, -2042, -2042, -2042, -2042, -2042, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2041, -2040, -2040, -2040, -2040, -2040, -2040, -2040, -2040, -2040, -2040, -2040, -2040, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2039, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2038, -2037, -2037, -2037, -2037, -2037, -2037, -2037, -2037, -2037, -2037, 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2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047] contiguous.

Plot the resulting INL and DNL using the button on the ADC Testbench block's mask. The different offset and gain errors of the individual converters have become INL and DNL in the overall transfer curve.