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3 Commits

Author SHA1 Message Date
morgan 4a9de633d4 doc: add frequency sim docs 2024-05-07 15:39:11 +08:00
morgan d5dd02736b sim: add frequency simulation 2024-05-07 15:39:08 +08:00
morgan bc00240aef pkg: add control 2024-05-07 14:35:32 +08:00
7 changed files with 537 additions and 1 deletions

View File

@ -37,6 +37,11 @@
old: {
buildInputs = (old.buildInputs or [ ]) ++ [ super.setuptools ];
});
control = super.control.overridePythonAttrs (
# ModuleNotFoundError: No module named 'setuptools'
old: {
buildInputs = (old.buildInputs or [ ]) ++ [ super.setuptools ];
});
jupytext = super.jupytext.override {
# bypass error: metadata-generation-failed
preferWheel = true;

426
poetry.lock generated
View File

@ -493,6 +493,105 @@ traitlets = ">=4"
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test = ["pytest"]
[[package]]
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python-versions = ">=3.9"
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numpy = ">=1.20,<2.0"
[package.extras]
bokeh = ["bokeh", "selenium"]
docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
[[package]]
name = "control"
version = "0.10.0"
description = "Python Control Systems Library"
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python-versions = ">=3.10"
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numpy = ">=1.23"
scipy = ">=1.8"
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cvxopt = ["cvxopt (>=1.2.0)"]
slycot = ["slycot (>=0.4.0)"]
test = ["pytest", "pytest-timeout"]
[[package]]
name = "cycler"
version = "0.12.1"
description = "Composable style cycles"
optional = false
python-versions = ">=3.8"
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@ -693,6 +792,71 @@ Werkzeug = ">=3.0.0"
async = ["asgiref (>=3.2)"]
dotenv = ["python-dotenv"]
[[package]]
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]
[package.extras]
docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
fpx = ["olefile"]
mic = ["olefile"]
tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
typing = ["typing-extensions"]
xmp = ["defusedxml"]
[[package]]
name = "platformdirs"
version = "4.1.0"
@ -2032,6 +2442,20 @@ files = [
plugins = ["importlib-metadata"]
windows-terminal = ["colorama (>=0.4.6)"]
[[package]]
name = "pyparsing"
version = "3.1.1"
description = "pyparsing module - Classes and methods to define and execute parsing grammars"
optional = false
python-versions = ">=3.6.8"
files = [
{file = "pyparsing-3.1.1-py3-none-any.whl", hash = "sha256:32c7c0b711493c72ff18a981d24f28aaf9c1fb7ed5e9667c9e84e3db623bdbfb"},
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]
[package.extras]
diagrams = ["jinja2", "railroad-diagrams"]
[[package]]
name = "python-dateutil"
version = "2.8.2"
@ -2966,4 +3390,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
[metadata]
lock-version = "2.0"
python-versions = "^3.11"
content-hash = "5c5b288075581046408471099dc252467fad16a37215d5ad9f1ccb1b5f079821"
content-hash = "d23686c97c95ce46d0496e88b4a97e5a3bc0bd4c58981e62218cb74c27ba41d8"

View File

@ -18,6 +18,7 @@ plotly = "^5.18.0"
plotly-resampler = "^0.9.1"
flake8-black = "^0.3.6"
jupytext = "^1.16.1"
control = "^0.10.0"
[build-system]

View File

@ -0,0 +1,55 @@
# %%
import control as ct
import numpy as np
# %%
# Gain term
N = 0x8000
F_s = 125e6 / N # Hz
T = 1 / F_s
K_dxco = 0.0001164 * (2**np.pi) * N / (1e6)
K_pd = N / (2**np.pi)
# PI controller
K_P, K_I = 6, 2
sims = [
["KP=6,KI=2", (K_P + K_I), -K_P, 0, 1, -1, 0],
[
# from https://www.earlevel.com/main/2021/09/02/biquad-calculator-v3/
"Biquad Low pass",
0.07209205036273991,
0.14418410072547982,
0.07209205036273991,
1,
-0.6114078511562919,
-0.10022394739274834,
],
]
open_loops = []
close_loops = []
for [name, b0, b1, b2, a0, a1, a2] in sims:
ph_gain = ct.tf([K_pd], [1], dt=T)
loop_filter = ct.tf([b0, b1, b2], [a0, a1, a2], dt=T)
dcxo = ct.tf([K_dxco], [1, -1], dt=T)
open_tf = ct.series(ph_gain, loop_filter, dcxo)
close_tf = ct.feedback(open_tf, 1)
gm, pm, _, _ = ct.margin(open_tf)
print(f"{name} | gain margin:{gm} phase margin:{pm}")
# HACK labeling graph
open_tf.name = name
close_tf.name = name
open_loops.append(open_tf)
close_loops.append(close_tf)
ct.bode_plot(open_loops, dB=True, Hz=True, title="Open loop bode")
ct.bode_plot(
close_loops, dB=True, Hz=True, plot_phase=False, title="Close loop response"
)
# %%

51
src/freqsim.md Normal file
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@ -0,0 +1,51 @@
## Frequency simulation
Model is based on https://www.dsprelated.com/showarticle/973.php
### Time domain block diagram
![time domain](freqsim_timedomain.png)
### Z domain block diagram
![Z domain](freqsim_zdomain.png)
## DDMTD Phase detector gain ($K_{PD}$)
$$
\begin{align*}
\Delta tag[n] &= \dfrac{N}{2\pi} \cdot \Delta\theta[n] \\[10pt]
\Delta tag(z) &= \dfrac{N}{2\pi} \cdot \Delta\theta(z) \\[10pt]
\dfrac{\Delta tag(z)}{\Delta \theta(z)} &= \dfrac{N}{2\pi} \\[10pt]
K_{PD} &= \dfrac{N}{2\pi} \\[10pt]
\end{align*}
$$
## Loop Filter
Low pass biquad filter calculator: https://www.earlevel.com/main/2021/09/02/biquad-calculator-v3/
## Si549 DCXO gain ($K_{DCXO}$)
Consider Si549 as a phase accumulator:
$$
\begin{align*}
\theta_{DCXO}[n] &= 2\pi f[n] \cdot T + \theta_{DCXO}[n-1] \\[10pt]
\theta_{DCXO}[n] &= 2\pi \bigg( f_{center} + 0.0001164 \cdot (\text{BASEADPLL} + ADPLL[n]) \cdot \dfrac{f_{center}}{10^6} \bigg) \cdot T_s + \theta_{DCXO}[n-1] \\[10pt]
\theta_{DCXO}[n] &= \underbrace{ 2\pi \bigg(0.0001164 \cdot \dfrac{f_{center}}{10^6} \cdot T_s \bigg)}_{K_{DCXO}} \cdot ADPLL[n] +
\underbrace{ 2\pi \bigg( f_{center} + 0.0001164 \cdot \text{BASEADPLL} \cdot \dfrac{f_{center}}{10^6} \bigg) }_{f} \cdot T_s + \theta_{DCXO}[n-1] \\[20pt]
K_{DCXO} &= 2\pi 0.0001164 \cdot \dfrac{f_{center}}{10^6} \cdot T_s \\[10pt]
K_{DCXO} &= 2\pi * 0.0001164 \cdot \dfrac{f_{center}}{10^6} \cdot \dfrac{1}{f_s} \\[10pt]
K_{DCXO} &= 2\pi * 0.0001164 \cdot \dfrac{f_{center}}{10^6} \cdot \dfrac{N}{f_{center}} \\[10pt]
K_{DCXO} &= \dfrac{0.0001164\cdot N\cdot 2\pi}{10^6} \\[10pt]
\end{align*}
$$

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