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Add example that uses the m2k to trace out filter responses Signed-off-by: Antoniu Miclaus <[email protected]>
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# Copyright (C) 2022-2024 Analog Devices, Inc. | ||
# | ||
# SPDX short identifier: ADIBSD | ||
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import sys | ||
from time import sleep | ||
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import libm2k | ||
import matplotlib.pyplot as plt | ||
import numpy as np | ||
from adi import ad4080 | ||
from scipy import signal | ||
from sine_gen import * | ||
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# Optionally pass URI as command line argument, | ||
# else use default ip:analog.local | ||
my_uri = sys.argv[1] if len(sys.argv) >= 2 else "ip:analog.local" | ||
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my_uri = "serial:COM5,230400,8n1n" | ||
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print("uri: " + str(my_uri)) | ||
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my_adc = ad4080(uri=my_uri, device_name="ad4080") | ||
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# print("Sampling frequency: ", my_adc.sampling_frequency) | ||
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print("sinc_dec_rate_available: ", my_adc.sinc_dec_rate_available) | ||
print("filter_sel_available: ", my_adc.filter_sel_available) | ||
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print("Setting filter to SINC5, decimation 128") | ||
my_adc.sinc_dec_rate = 128 | ||
# my_adc.filter_sel = "sinc5_plus_compensation" | ||
my_adc.filter_sel = "sinc5" | ||
print("Verifying...") | ||
print("sinc_dec_rate: ", my_adc.sinc_dec_rate) | ||
print("filter_sel: ", my_adc.filter_sel) | ||
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print("Scale: ", my_adc.scale) | ||
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print(dir(my_adc)) | ||
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plt.figure(1) | ||
plt.clf() | ||
# Collect data | ||
data = my_adc.rx() | ||
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plt.plot(range(0, len(data)), data, label="channel0") | ||
plt.xlabel("Data Point") | ||
plt.ylabel("ADC counts") | ||
plt.legend( | ||
bbox_to_anchor=(0.0, 1.02, 1.0, 0.102), | ||
loc="lower left", | ||
ncol=4, | ||
mode="expand", | ||
borderaxespad=0.0, | ||
) | ||
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plt.show() | ||
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# Set up m2k | ||
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ctx = libm2k.m2kOpen() | ||
ctx.calibrateADC() | ||
ctx.calibrateDAC() | ||
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siggen = ctx.getAnalogOut() | ||
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fs = [] | ||
amps = [] | ||
vref = 5.0 | ||
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for f in range(10000, 1000000, 10000): # Sweep 3kHz to 300kHz in 1kHz steps | ||
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# call buffer generator, returns sample rate and buffer | ||
samp0, buffer0 = sine_buffer_generator(0, f, 0.5, 1.5, 180) | ||
samp1, buffer1 = sine_buffer_generator(1, f, 0.5, 1.5, 0) | ||
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siggen.enableChannel(0, True) | ||
siggen.enableChannel(1, True) | ||
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siggen.setSampleRate(0, samp0) | ||
siggen.setSampleRate(1, samp1) | ||
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siggen.push([buffer0, buffer1]) | ||
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sleep(0.25) | ||
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# print("Sample Rate: ", my_adc.sampling_frequency) | ||
print("Frequency: ", f) | ||
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data = my_adc.rx() | ||
data = my_adc.rx() | ||
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x = np.arange(0, len(data)) | ||
voltage = data * 2.0 * vref / (2 ** 20) | ||
dc = np.average(voltage) # Extract DC component | ||
ac = voltage - dc # Extract AC component | ||
rms = np.std(ac) | ||
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fs.append(f) | ||
amps.append(rms) | ||
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amps_db = 20 * np.log10(amps / np.sqrt(4.0)) # 4V is p-p amplitude | ||
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plt.figure(2) | ||
plt.clf() | ||
plt.title("AD4020 Time Domain Data") | ||
plt.plot(x, voltage) | ||
plt.xlabel("Data Point") | ||
plt.ylabel("Voltage (V)") | ||
plt.show() | ||
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f, Pxx_spec = signal.periodogram( | ||
ac, my_adc.sampling_frequency, window="flattop", scaling="spectrum" | ||
) | ||
Pxx_abs = np.sqrt(Pxx_spec) | ||
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plt.figure(3) | ||
plt.clf() | ||
plt.title("AD4020 Spectrum (Volts absolute)") | ||
plt.semilogy(f, Pxx_abs) | ||
plt.ylim([1e-6, 4]) | ||
plt.xlabel("frequency [Hz]") | ||
plt.ylabel("Voltage (V)") | ||
plt.draw() | ||
plt.pause(0.05) | ||
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plt.figure(4) | ||
plt.title("input filter freq. response") | ||
plt.semilogx(fs, amps_db, linestyle="dashed", marker="o", ms=2) | ||
# plt.ylim([1e-6, 4]) | ||
plt.xlabel("frequency [Hz]") | ||
plt.ylabel("response (dB)") | ||
plt.draw() | ||
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siggen.stop() | ||
libm2k.contextClose(ctx) | ||
del my_adc |