use serde::{Deserialize, Serialize}; /// Type-II, sampled phase, discrete time PLL /// /// This PLL tracks the frequency and phase of an input signal with respect to the sampling clock. /// The transfer function is I^2,I from input phase to output phase and P,I from input phase to /// output frequency. /// /// The PLL locks to any frequency (i.e. it locks to the alias in the first Nyquist zone) and is /// stable for any gain (1 <= shift <= 30). It has a single parameter that determines the loop /// bandwidth in octave steps. The gain can be changed freely between updates. /// /// The frequency and phase settling time constants for a frequency/phase jump are `1 << shift` /// update cycles. The loop bandwidth is about `1/(2*pi*(1 << shift))` in units of the sample rate. /// While the phase is being settled within one turn, there is a typically very small frequency /// overshoot. /// /// All math is naturally wrapping 32 bit integer. Phase and frequency are understood modulo that /// overflow in the first Nyquist zone. Expressing the IIR equations in other ways (e.g. single /// (T)-DF-{I,II} biquad/IIR) would break on overflow (i.e. every cycle). /// /// There are no floating point rounding errors here. But there is integer quantization/truncation /// error of the `shift` lowest bits leading to a phase offset for very low gains. Truncation /// bias is applied. Rounding is "half up". The phase truncation error can be removed very /// efficiently by dithering. /// /// This PLL does not unwrap phase slips during lock acquisition. This can and should be /// implemented elsewhere by unwrapping and scaling the input phase and un-scaling /// and wrapping output phase and frequency. This affects dynamic range, gain, and noise accordingly. /// /// The extension to I^3,I^2,I behavior to track chirps phase-accurately or to i64 data to /// increase resolution for extremely narrowband applications is obvious. #[derive(Copy, Clone, Default, Deserialize, Serialize)] pub struct PLL { // last input phase x: i32, // filtered frequency f: i32, // filtered output phase y: i32, } impl PLL { /// Update the PLL with a new phase sample. This needs to be called (sampled) periodically. /// The signal's phase/frequency is reconstructed relative to the sampling period. /// /// Args: /// * `x`: New input phase sample. /// * `shift_frequency`: Frequency error scaling. The frequency gain per update is /// `1/(1 << shift_frequency)`. /// * `shift_phase`: Phase error scaling. The phase gain is `1/(1 << shift_phase)` /// per update. A good value is typically `shift_frequency - 1`. /// /// Returns: /// A tuple of instantaneous phase and frequency (the current phase increment). pub fn update( &mut self, x: i32, shift_frequency: u8, shift_phase: u8, ) -> (i32, i32) { debug_assert!((1..=30).contains(&shift_frequency)); debug_assert!((1..=30).contains(&shift_phase)); let e = x.wrapping_sub(self.f); self.f = self.f.wrapping_add( (1i32 << (shift_frequency - 1)) .wrapping_add(e) .wrapping_sub(self.x) >> shift_frequency, ); self.x = x; let f = self.f.wrapping_add( (1i32 << (shift_phase - 1)) .wrapping_add(e) .wrapping_sub(self.y) >> shift_phase, ); self.y = self.y.wrapping_add(f); (self.y, f) } /// Advance the PLL without providing a new timestamp. pub fn advance(&mut self) -> (i32, i32) { self.x = self.x.wrapping_add(self.f); self.y = self.y.wrapping_add(self.f); (self.y, self.f) } } #[cfg(test)] mod tests { use super::*; #[test] fn mini() { let mut p = PLL::default(); let (y, f) = p.update(0x10000, 8, 4); assert_eq!(y, 0x1100); assert_eq!(f, y); } #[test] fn converge() { let mut p = PLL::default(); let f0 = 0x71f63049_i32; let shift = (10, 9); let n = 31 << shift.0 + 2; let mut x = 0i32; for i in 0..n { x = x.wrapping_add(f0); let (y, f) = p.update(x, shift.0, shift.1); if i > n / 4 { assert_eq!(f.wrapping_sub(f0).abs() <= 1, true); } if i > n / 2 { // The remaining error would be removed by dithering. assert_eq!(y.wrapping_sub(x).abs() < 1 << 18, true); } } } }