Cylinder: Goniometer

This example demonstrates how to use a goniometer setup to measure and visualize the coupling efficiency as a function of angular displacement for cylindrical scatterers using PyMieSim.

Importing the package dependencies: numpy, PyMieSim

import numpy as np
from PyMieSim.experiment.detector import Photodiode
from PyMieSim.experiment.scatterer import Cylinder
from PyMieSim.experiment.source import Gaussian
from PyMieSim.experiment import Setup
from PyOptik import UsualMaterial
from PyMieSim import measure

Defining the source

source = Gaussian(
    wavelength=1.2e-6,  # 1200 nm
    polarization_value=90,  # Polarization angle in degrees
    polarization_type='linear',
    optical_power=1e-3,  # 1 milliwatt
    NA=0.2  # Numerical Aperture
)

Defining the scatterer distribution

scatterer = Cylinder(
    diameter=2e-6,  # 2000 nm
    material=UsualMaterial.BK7,  # Material of the cylinder
    medium_index=1,  # Refractive index of the surrounding medium
    source=source
)

Defining the detector

detector = Photodiode(
    NA=[0.5, 0.3, 0.1, 0.05],  # Array of Numerical Apertures for the detector
    phi_offset=np.linspace(-180, 180, 400),  # Angular displacement from -180 to 180 degrees
    gamma_offset=0,  # Gamma offset in degrees
    sampling=400,  # Number of sampling points
    polarization_filter=None  # No polarization filter
)

Setting up the experiment

experiment = Setup(
    scatterer=scatterer,
    source=source,
    detector=detector
)

Measuring the coupling efficiency

data = experiment.get(measure.coupling)

Plotting the results Visualizing how the coupling efficiency varies with angular displacement.

figure = data.plot(
    x=experiment.phi_offset,  # Angular displacement as the x-axis
    y_scale='log',  # Logarithmic scale for the y-axis
    normalize=True  # Normalizing the results
)

Displaying the plot

_ = figure.show()