lockin integration: reduce and refactor further
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948e58c910
commit
cb280c3303
@ -29,7 +29,8 @@ pub fn isclose(a: f64, b: f64, rtol: f64, atol: f64) -> bool {
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(a - b).abs() <= a.abs().max(b.abs()) * rtol + atol
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}
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const ADC_MAX_COUNT: f64 = (1 << 15) as f64;
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/// ADC full scale in machine units (16 bit signed).
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const ADC_SCALE: f64 = ((1 << 15) - 1) as f64;
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struct Lockin {
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harmonic: u32,
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@ -57,25 +58,26 @@ impl Lockin {
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let frequency = frequency.wrapping_mul(self.harmonic);
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let mut phase =
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self.phase.wrapping_add(phase.wrapping_mul(self.harmonic));
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let mut last = Complex::default();
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for &s in input.iter() {
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input
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.iter()
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.map(|&s| {
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let m = cossin((phase as i32).wrapping_neg());
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phase = phase.wrapping_add(frequency);
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let signal = (s as i32) << 16;
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last = Complex(
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Complex(
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self.iir.update(
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&mut self.iir_state[0],
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((signal as i64 * m.0 as i64) >> 32) as i32,
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((signal as i64 * m.0 as i64) >> 32) as _,
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),
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self.iir.update(
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&mut self.iir_state[1],
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((signal as i64 * m.1 as i64) >> 32) as i32,
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((signal as i64 * m.1 as i64) >> 32) as _,
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),
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);
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}
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last
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)
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})
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.last()
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.unwrap_or(Complex::default())
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}
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}
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@ -96,27 +98,53 @@ fn linear(dbfs: f64) -> f64 {
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10f64.powf(dbfs / 20.)
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}
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/// Generate a full batch of samples starting at `time_offset`.
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fn adc_sampled_signal(
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impl Tone {
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fn eval(&self, time: f64) -> f64 {
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linear(self.amplitude_dbfs) * (self.phase + self.frequency * time).cos()
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}
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}
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/// Generate a full batch of samples with size `sample_buffer_size` starting at `time_offset`.
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fn sample_tones(
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tones: &Vec<Tone>,
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time_offset: f64,
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sampling_frequency: f64,
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sample_buffer_size: u32,
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) -> Vec<i16> {
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let mut signal = Vec::<i16>::new();
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for i in 0..sample_buffer_size {
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let time = 2. * PI * (time_offset + i as f64 / sampling_frequency);
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let x: f64 = tones
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.iter()
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.map(|&t| {
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linear(t.amplitude_dbfs) * (t.phase + t.frequency * time).cos()
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})
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.sum();
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(0..sample_buffer_size)
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.map(|i| {
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let time = 2. * PI * (time_offset + i as f64);
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let x: f64 = tones.iter().map(|t| t.eval(time)).sum();
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assert!(-1. < x && x < 1.);
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signal.push((x * ADC_MAX_COUNT) as i16);
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(x * ADC_SCALE) as i16
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})
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.collect()
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}
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signal
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/// Total maximum noise amplitude of the input signal after 2nd order lowpass filter.
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/// Constructive interference is assumed.
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///
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/// # Args
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/// * `tones` - Noise sources at the ADC input.
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/// * `frequency` - Frequency of the signal of interest.
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/// * `corner` - Low-pass filter 3dB corner cutoff frequency.
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///
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/// # Returns
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/// Upper bound of the total amplitude of all noise sources in linear units full scale.
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fn sampled_noise_amplitude(
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tones: &Vec<Tone>,
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frequency: f64,
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corner: f64,
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) -> f64 {
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tones
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.iter()
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.map(|t| {
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let decades =
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((t.frequency - frequency) / corner).abs().max(1.).log10();
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// 2nd-order filter: 40dB/decade rolloff.
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linear(t.amplitude_dbfs - 40. * decades)
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})
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.sum::<f64>()
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.max(1. / ADC_SCALE / 2.) // 1/2 LSB from quantization
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}
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/// Reference clock timestamp values in one ADC batch period starting at `timestamp_start`. The
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@ -175,49 +203,6 @@ fn lowpass_iir_coefficients(fc: f64, q: f64, k: f64) -> IIRState {
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IIRState([b0, 2 * b0, b0, a1, a2])
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}
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/// Total noise amplitude of the input signal after sampling by the ADC. This computes an upper
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/// bound of the total noise amplitude, rather than its actual value.
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///
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/// # Args
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/// * `tones` - Noise sources at the ADC input.
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/// * `demodulation_frequency` - Frequency of the demodulation signal (in Hz).
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/// * `corner_frequency` - Low-pass filter 3dB corner (cutoff) frequency.
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///
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/// # Returns
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/// Upper bound of the total amplitude of all noise sources.
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fn sampled_noise_amplitude(
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tones: &Vec<Tone>,
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demodulation_frequency: f64,
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corner_frequency: f64,
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) -> f64 {
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// There is not a simple way to compute the amplitude of a superpostition of sinusoids with
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// different frequencies and phases. Although we can compute the amplitude in special cases
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// (e.g., two signals whose periods have a common multiple), these do not help us in the general
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// case. However, we can say that the total amplitude will not be greater than the sum of the
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// amplitudes of the individual noise sources. We treat this as an upper bound, and use it as an
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// approximation of the actual amplitude.
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let mut noise: f64 = tones
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.iter()
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.map(|n| {
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// Noise inputs create an oscillation at the output, where the oscillation magnitude is
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// determined by the strength of the noise and its attenuation (attenuation is
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// determined by its proximity to the demodulation frequency and filter rolloff).
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let octaves = ((n.frequency - demodulation_frequency).abs()
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/ corner_frequency)
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.log2();
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// 2nd-order filter. Approximately 12dB/octave rolloff.
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let attenuation = -2. * 20. * 2f64.log10() * octaves;
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linear(n.amplitude_dbfs + attenuation)
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})
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.sum();
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// Add in 1/2 LSB for the maximum amplitude deviation resulting from quantization.
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noise += 1. / ADC_MAX_COUNT / 2.;
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noise
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}
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/// Compute the maximum effect of input noise on the lock-in magnitude computation.
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///
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/// The maximum effect of noise on the magnitude computation is given by:
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@ -369,7 +354,6 @@ fn phase_noise(
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/// # Args
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/// * `internal_frequency` - Internal clock frequency (Hz). The internal clock increments timestamp
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/// counter values used to record the edges of the external reference.
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/// * `adc_frequency` - ADC sampling frequency (in Hz).
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/// * `reference_frequency` - External reference frequency (in Hz).
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/// * `demodulation_phase_offset` - Phase offset applied to the in-phase and quadrature demodulation
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/// signals.
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@ -388,7 +372,6 @@ fn phase_noise(
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/// tolerance between `time_constant_factor` and `time_constant_factor+1` time constants.
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fn lowpass_test(
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internal_frequency: f64,
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adc_frequency: f64,
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reference_frequency: f64,
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demodulation_phase_offset: f64,
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harmonic: u32,
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@ -402,19 +385,18 @@ fn lowpass_test(
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tolerance: f64,
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) {
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assert!(
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isclose((internal_frequency / adc_frequency).log2(), (internal_frequency / adc_frequency).log2().round(), 0., 1e-5),
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isclose((internal_frequency).log2(), (internal_frequency).log2().round(), 0., 1e-5),
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"The number of internal clock cycles in one ADC sampling period must be a power-of-two."
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);
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assert!(
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internal_frequency / reference_frequency
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>= internal_frequency / adc_frequency
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>= internal_frequency
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* (1 << sample_buffer_size_log2) as f64,
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"Too many timestamps per batch. Each batch can have at most 1 timestamp."
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);
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let adc_sample_ticks_log2 =
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(internal_frequency / adc_frequency).log2().round() as usize;
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let adc_sample_ticks_log2 = (internal_frequency).log2().round() as usize;
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assert!(
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adc_sample_ticks_log2 + sample_buffer_size_log2 <= 32,
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"The base-2 log of the number of ADC ticks in a sampling period plus the base-2 log of the sample buffer size must be less than 32."
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@ -426,7 +408,7 @@ fn lowpass_test(
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as u32,
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IIR {
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ba: lowpass_iir_coefficients(
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corner_frequency / adc_frequency,
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corner_frequency,
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1. / 2f64.sqrt(),
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2.,
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),
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@ -444,13 +426,13 @@ fn lowpass_test(
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// Account for the pll settling time (see its documentation).
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let pll_time_constant_samples =
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(1 << pll_shift_phase.max(pll_shift_frequency)) as usize;
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let low_pass_time_constant_samples =
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(time_constant_factor * time_constant * adc_frequency
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/ (1 << sample_buffer_size_log2) as f64) as usize;
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let low_pass_time_constant_samples = (time_constant_factor * time_constant
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/ (1 << sample_buffer_size_log2) as f64)
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as usize;
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let samples = pll_time_constant_samples + low_pass_time_constant_samples;
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// Ensure the result remains within tolerance for 1 time constant after `time_constant_factor`
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// time constants.
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let extra_samples = (time_constant * adc_frequency) as usize;
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let extra_samples = time_constant as usize;
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let batch_sample_count =
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1_u64 << (adc_sample_ticks_log2 + sample_buffer_size_log2);
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@ -482,10 +464,9 @@ fn lowpass_test(
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tones.push(desired_input);
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for n in 0..(samples + extra_samples) {
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let adc_signal = adc_sampled_signal(
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let adc_signal = sample_tones(
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&tones,
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timestamp_start as f64 / internal_frequency,
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adc_frequency,
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1 << sample_buffer_size_log2,
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);
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let timestamp = adc_batch_timestamps(
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@ -588,14 +569,13 @@ fn lowpass_test(
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#[test]
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fn lowpass() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 100e3;
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 64e-3;
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let harmonic: u32 = 1;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 3;
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let pll_shift_phase: u8 = 2;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 1e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = 0.;
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let time_constant_factor: f64 = 6.;
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@ -603,7 +583,6 @@ fn lowpass() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -635,14 +614,13 @@ fn lowpass() {
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#[test]
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fn lowpass_demodulation_phase_offset_pi_2() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 100e3;
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 64e-3;
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let harmonic: u32 = 1;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 3;
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let pll_shift_phase: u8 = 2;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 1e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = PI / 2.;
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let time_constant_factor: f64 = 6.;
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@ -650,7 +628,6 @@ fn lowpass_demodulation_phase_offset_pi_2() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -682,14 +659,13 @@ fn lowpass_demodulation_phase_offset_pi_2() {
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#[test]
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fn lowpass_phase_offset_pi_2() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 100e3;
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 64e-3;
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let harmonic: u32 = 1;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 3;
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let pll_shift_phase: u8 = 2;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 1e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = 0.;
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let time_constant_factor: f64 = 6.;
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@ -697,7 +673,6 @@ fn lowpass_phase_offset_pi_2() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -728,15 +703,14 @@ fn lowpass_phase_offset_pi_2() {
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}
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#[test]
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fn lowpass_fundamental_111e3_phase_offset_pi_4() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 111e3;
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fn lowpass_fundamental_71e_3_phase_offset_pi_4() {
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 71e-3;
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let harmonic: u32 = 1;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 3;
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let pll_shift_phase: u8 = 2;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 0.6e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = 0.;
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let time_constant_factor: f64 = 5.;
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@ -744,7 +718,6 @@ fn lowpass_fundamental_111e3_phase_offset_pi_4() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -776,14 +749,13 @@ fn lowpass_fundamental_111e3_phase_offset_pi_4() {
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#[test]
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fn lowpass_first_harmonic() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 50e3;
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 50e-3;
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let harmonic: u32 = 2;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 2;
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let pll_shift_phase: u8 = 1;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 1e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = 0.;
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let time_constant_factor: f64 = 5.;
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@ -791,7 +763,6 @@ fn lowpass_first_harmonic() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -823,14 +794,13 @@ fn lowpass_first_harmonic() {
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#[test]
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fn lowpass_second_harmonic() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 50e3;
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 50e-3;
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let harmonic: u32 = 3;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 2;
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let pll_shift_phase: u8 = 1;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 1e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = 0.;
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let time_constant_factor: f64 = 5.;
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@ -838,7 +808,6 @@ fn lowpass_second_harmonic() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -870,14 +839,13 @@ fn lowpass_second_harmonic() {
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#[test]
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fn lowpass_third_harmonic() {
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let internal_frequency: f64 = 100e6;
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let adc_frequency: f64 = internal_frequency / 64.;
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let signal_frequency: f64 = 50e3;
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let internal_frequency: f64 = 64.;
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let signal_frequency: f64 = 50e-3;
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let harmonic: u32 = 4;
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let sample_buffer_size_log2: usize = 2;
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let pll_shift_frequency: u8 = 2;
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let pll_shift_phase: u8 = 1;
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let corner_frequency: f64 = 1e3;
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let corner_frequency: f64 = 1e-3;
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let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
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let demodulation_phase_offset: f64 = 0.;
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let time_constant_factor: f64 = 5.;
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@ -885,7 +853,6 @@ fn lowpass_third_harmonic() {
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lowpass_test(
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internal_frequency,
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adc_frequency,
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signal_frequency,
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demodulation_phase_offset,
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harmonic,
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@ -917,14 +884,13 @@ fn lowpass_third_harmonic() {
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#[test]
|
||||
fn lowpass_first_harmonic_phase_shift() {
|
||||
let internal_frequency: f64 = 100e6;
|
||||
let adc_frequency: f64 = internal_frequency / 64.;
|
||||
let signal_frequency: f64 = 50e3;
|
||||
let internal_frequency: f64 = 64.;
|
||||
let signal_frequency: f64 = 50e-3;
|
||||
let harmonic: u32 = 2;
|
||||
let sample_buffer_size_log2: usize = 2;
|
||||
let pll_shift_frequency: u8 = 2;
|
||||
let pll_shift_phase: u8 = 1;
|
||||
let corner_frequency: f64 = 1e3;
|
||||
let corner_frequency: f64 = 1e-3;
|
||||
let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
|
||||
let demodulation_phase_offset: f64 = 0.;
|
||||
let time_constant_factor: f64 = 5.;
|
||||
@ -932,7 +898,6 @@ fn lowpass_first_harmonic_phase_shift() {
|
||||
|
||||
lowpass_test(
|
||||
internal_frequency,
|
||||
adc_frequency,
|
||||
signal_frequency,
|
||||
demodulation_phase_offset,
|
||||
harmonic,
|
||||
@ -964,14 +929,13 @@ fn lowpass_first_harmonic_phase_shift() {
|
||||
|
||||
#[test]
|
||||
fn lowpass_adc_frequency_1e6() {
|
||||
let internal_frequency: f64 = 100e6;
|
||||
let adc_frequency: f64 = internal_frequency / 32.;
|
||||
let signal_frequency: f64 = 100e3;
|
||||
let internal_frequency: f64 = 32.;
|
||||
let signal_frequency: f64 = 100e-3;
|
||||
let harmonic: u32 = 1;
|
||||
let sample_buffer_size_log2: usize = 2;
|
||||
let pll_shift_frequency: u8 = 2;
|
||||
let pll_shift_phase: u8 = 1;
|
||||
let corner_frequency: f64 = 1e3;
|
||||
let corner_frequency: f64 = 1e-3;
|
||||
let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
|
||||
let demodulation_phase_offset: f64 = 0.;
|
||||
let time_constant_factor: f64 = 5.;
|
||||
@ -979,7 +943,6 @@ fn lowpass_adc_frequency_1e6() {
|
||||
|
||||
lowpass_test(
|
||||
internal_frequency,
|
||||
adc_frequency,
|
||||
signal_frequency,
|
||||
demodulation_phase_offset,
|
||||
harmonic,
|
||||
@ -1011,14 +974,13 @@ fn lowpass_adc_frequency_1e6() {
|
||||
|
||||
#[test]
|
||||
fn lowpass_internal_frequency_125e6() {
|
||||
let internal_frequency: f64 = 125e6;
|
||||
let adc_frequency: f64 = internal_frequency / 64.;
|
||||
let signal_frequency: f64 = 100e3;
|
||||
let internal_frequency: f64 = 64.;
|
||||
let signal_frequency: f64 = 100e-3;
|
||||
let harmonic: u32 = 1;
|
||||
let sample_buffer_size_log2: usize = 2;
|
||||
let pll_shift_frequency: u8 = 2;
|
||||
let pll_shift_phase: u8 = 1;
|
||||
let corner_frequency: f64 = 1e3;
|
||||
let corner_frequency: f64 = 1e-3;
|
||||
let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
|
||||
let demodulation_phase_offset: f64 = 0.;
|
||||
let time_constant_factor: f64 = 5.;
|
||||
@ -1026,7 +988,6 @@ fn lowpass_internal_frequency_125e6() {
|
||||
|
||||
lowpass_test(
|
||||
internal_frequency,
|
||||
adc_frequency,
|
||||
signal_frequency,
|
||||
demodulation_phase_offset,
|
||||
harmonic,
|
||||
@ -1058,14 +1019,13 @@ fn lowpass_internal_frequency_125e6() {
|
||||
|
||||
#[test]
|
||||
fn lowpass_low_signal_frequency() {
|
||||
let internal_frequency: f64 = 100e6;
|
||||
let adc_frequency: f64 = internal_frequency / 64.;
|
||||
let signal_frequency: f64 = 10e3;
|
||||
let internal_frequency: f64 = 64.;
|
||||
let signal_frequency: f64 = 10e-3;
|
||||
let harmonic: u32 = 1;
|
||||
let sample_buffer_size_log2: usize = 2;
|
||||
let pll_shift_frequency: u8 = 2;
|
||||
let pll_shift_phase: u8 = 1;
|
||||
let corner_frequency: f64 = 1e3;
|
||||
let corner_frequency: f64 = 1e-3;
|
||||
let demodulation_frequency: f64 = harmonic as f64 * signal_frequency;
|
||||
let demodulation_phase_offset: f64 = 0.;
|
||||
let time_constant_factor: f64 = 5.;
|
||||
@ -1073,7 +1033,6 @@ fn lowpass_low_signal_frequency() {
|
||||
|
||||
lowpass_test(
|
||||
internal_frequency,
|
||||
adc_frequency,
|
||||
signal_frequency,
|
||||
demodulation_phase_offset,
|
||||
harmonic,
|
||||
|
||||
Loading…
Reference in New Issue
Block a user