About
Developed by E. Behringer
This set of exercises guides the student to model the results of an experiment to determine the profile of a laser beam using a knife-edge technique. It requires the development of the model of the knife-edge profile, and fitting of the model profile to experimental data. Here, the computational tasks are handled by built-in functions of the computational tool being used to complete these exercises.
Subject Area | Waves & Optics |
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Level | Beyond the First Year |
Available Implementation | Python |
Learning Objectives |
Students who complete this set of exercises will be able to
|
Time to Complete | 120 min |
EXERCISE 3: THE KNIFE-EDGE PROFILE
You can experimentally determine the value of the parameter that describes the width of the beam by measuring the profile of the laser beam using a knife-edge mounted on a linear translation stage together with an optical detector connected to a power meter. The idea is that you allow the laser beam to enter the detector while you translate the knife-edge across the beam and monitor the power meter reading. Initially, when the beam is not blocked, the reading gives the total power of the beam; finally, the beam is completely blocked from entering the detector by the knife-edge and the reading would be zero (in the absence of background light). A schematic is shown below; we assume the beam is centered on the origin.
Imagine that the knife-edge travels in the -direction, and that the position of the knife-edge is . Then the power received by the detector is
where is the total power of the laser beam. Show that this expression is equivalent to
where is the error function. Calculate and plot this quantity versus , the position of the knife edge, when mm and for .
#
# Beam_Profile_Exercise_3.py
#
# This file will generate a plot of
# the predicted knife-edge beam profile
# for the TEM00 laser mode
#
# Written by:
#
# Ernest R. Behringer
# Department of Physics and Astronomy
# Eastern Michigan University
# Ypsilanti, MI 48197
# (734) 487-8799
#
# 20160614 by ERB
#
# import the commands needed to make the plot and fit the data
from pylab import xlim,xlabel,ylim,ylabel,grid,show,plot,title
from numpy import linspace,sqrt
from scipy.special import erf
# inputs
npts = 200 # number of intervals in x
w0 = 0.5 # beam width [mm]
# calculated quantity
x_max = 3.0*w0
# set up the array of knife-edge positions
x = linspace(-x_max,x_max,npts+1)
# calculate the scaled power
scaled_P = 0.5*(1.0 - erf(sqrt(2.0)*x/w0))
# Define the limits of the horizontal axis
xlim(-x_max,x_max)
# Label the horizontal axis, with units
xlabel("Knife-edge position x [mm]", size = 16)
# Define the limits of the vertical axis
ylim(-0.1,1.1)
# Label the vertical axis, with units
ylabel("Scaled transmitted power P(x)/P0", size = 16)
# Make a grid on the plot
grid(True)
# Make the title
title('Normalized knife-edge profile for w0=%s mm'%w0)
# Generate the plot. The line color is magenta (m).
plot(x,scaled_P,"m")
show()
Translations
Code | Language | Translator | Run | |
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Credits
Fremont Teng; Loo Kang Wee; based on codes by E. Behringer
Sample Le
This briefing document summarizes the main themes and important ideas presented in the PICUP (Partnership for Integration of Computation into Undergraduate Physics) Laser Beam Profile Exercise 3. This exercise focuses on using the knife-edge technique to experimentally determine the width of a laser beam oscillating in the TEM00 mode. The exercise guides students to develop a model of the knife-edge profile and to understand the relationship between the knife-edge position and the power detected.
Main Themes and Important Ideas
- Experimental Determination of Laser Beam Width: The primary goal of this exercise is to teach students how to experimentally determine the beam width (w0) of a laser. The document states: "You can experimentally determine the value of the parameter w0 that describes the width of the beam by measuring the profile of the laser beam using a knife-edge mounted on a linear translation stage together with an optical detector connected to a power meter."
- The Knife-Edge Technique: The exercise details the knife-edge technique, where a knife-edge is translated across the laser beam, and the transmitted power is measured by an optical detector. The principle is that as the knife-edge progressively blocks the beam, the power reading decreases from the total power to zero. "The idea is that you allow the laser beam to enter the detector while you translate the knife-edge across the beam and monitor the power meter reading. Initially, when the beam is not blocked, the reading gives the total power of the beam; finally, the beam is completely blocked from entering the detector by the knife-edge and the reading would be zero (in the absence of background light)."
- Mathematical Model of the Knife-Edge Profile: The exercise provides a mathematical model that describes the power received by the detector as a function of the knife-edge position (x). The initial integral form is given as:
- P ( x ) = 2 P 0 π w 2 0 ∫ + ∞ − ∞ d y ∫ + ∞ x exp [ − 2 ( x ~ 2 + y ~ 2 ) ] d x (5)
- where P0 is the total power of the laser beam.
- Relationship to the Error Function: A key theoretical step in the exercise is showing that the integral expression for the power is equivalent to an expression involving the error function (erf(u)=∫+∞uexp(−t2)dt):
- P ( x ) = P 0 2 [ 1 − e r f ( 2 x w 0 ) ] (6)
- This equation provides a direct relationship between the knife-edge position, the beam width, the total power, and the detected power.
- Computational Implementation: The exercise includes a Python code snippet (Beam_Profile_Exercise_3.py) that demonstrates how to calculate and plot the predicted knife-edge beam profile using the derived equation. The code defines parameters like the number of points, the beam width (w0=0.5 mm), and the range of the knife-edge position (−3w0≤x≤3w0). It utilizes the scipy.special.erf function to calculate the error function and pylab for plotting.
- Scaled Variables: Exercise 1 (mentioned in the "About" section) focuses on expressing the laser beam profile equation in terms of dimensionless ("scaled") variables suitable for coding. This suggests that the overall set of exercises emphasizes the importance of scaling for computational modeling.
- Learning Objectives: Students completing this exercise will be able to:
- "develop a model of, and plot, the knife-edge profile of the laser beam"
- (As indicated by the broader set of objectives) understand how the knife-edge technique can be used to determine laser beam parameters.
Key Facts
- The exercise focuses on a laser oscillating in the TEM00 mode, which has a Gaussian intensity profile.
- The knife-edge is assumed to travel in the +x-direction.
- w0 is the parameter describing the width of the laser beam.
- P0 represents the total power of the laser beam.
- The error function, erf(u), is crucial in expressing the power received by the detector as a function of the knife-edge position.
- The provided Python code calculates and plots the normalized transmitted power (P(x)/P0) versus the knife-edge position x.
Quotes
- "You can experimentally determine the value of the parameter w0 that describes the width of the beam by measuring the profile of the laser beam using a knife-edge mounted on a linear translation stage together with an optical detector connected to a power meter."
- "Imagine that the knife-edge travels in the +x−direction,andthatthepositionoftheknife−edgeisx.ThenthepowerreceivedbythedetectorisP ( x ) = 2 P 0 π w 2 0 ∫ + ∞ − ∞ d y ∫ + ∞ x exp [ − 2 ( x ~ 2 + y ~ 2 ) ] d x\( (5)"
- "Show that this expression is equivalent to \)P ( x ) = P 0 2 [ 1 − e r f ( 2 x w 0 ) ]\( (6)"
Conclusion
Exercise 3 of the PICUP Laser Beam Profile series provides a hands-on approach to understanding laser beam profiles and experimental techniques for characterizing them. By deriving and implementing the mathematical model of the knife-edge profile, students gain practical experience in linking theoretical concepts with experimental measurements. The use of computational tools like Python is integral to the exercise, reflecting the PICUP initiative's goal of integrating computation into undergraduate physics education. The exercise builds upon previous exercises that establish the fundamental description of a TEM00 laser beam.
Laser Beam Knife-Edge Profiling Study Guide
Quiz
- What is the primary goal of the knife-edge technique described in the exercise?
- Describe the experimental setup for measuring a laser beam profile using the knife-edge method. What are the key components?
- According to the text, what happens to the power meter reading as the knife-edge is translated across the laser beam? Explain the initial and final readings.
- What is the significance of the parameter \)w_0\( in the context of the laser beam profile? How is it related to the beam's width?
- Explain the physical meaning of the integral expression for \)P(x)\( given in equation (5). What does each part of the integrand represent?
- What is the error function, denoted as \)erf(u)?HowdoesitappearinthefinalexpressionforthepowerP(x)\( (equation 6)?
- What is the purpose of the provided Python script "Beam_Profile_Exercise_3.py"? What key function from the scipy.special library is used?
- What are the dimensionless ("scaled") variables referred to in the Learning Objectives (Exercise 1), and why are they suitable for coding? (While not explicitly in Exercise 3, it provides context).
- In the provided Python script, what range of knife-edge positions (\)x)isusedforgeneratingtheplot,relativetothebeamwidthw_0\(?
- What does the plotted quantity \)P(x)/P_0\( represent physically? What are the expected minimum and maximum values for this quantity?
Quiz Answer Key
- The primary goal of the knife-edge technique is to experimentally determine the profile, specifically the width parameter (\)w_0\(), of a laser beam. By measuring how the transmitted power changes as a knife-edge is moved across the beam, the beam's intensity distribution can be inferred.
- The experimental setup involves a laser beam, a knife-edge mounted on a linear translation stage, and an optical detector connected to a power meter. The knife-edge is moved across the laser beam, and the power meter measures the portion of the beam's power that is not blocked by the knife-edge.
- Initially, when the knife-edge does not block the beam, the power meter reads the total power (\)P_0\() of the laser beam. Finally, when the knife-edge completely blocks the beam from entering the detector, the power meter reading becomes zero (assuming no background light).
- The parameter \)w_0\( describes the width of the laser beam. It is a measure of the beam radius at its narrowest point (the beam waist) and characterizes the spatial extent of the beam's intensity profile.
- The integral expression for \)P(x)representsthepowerreceivedbythedetectorwhentheknife−edgeisatpositionx.Itintegratestheirradiance(powerperunitarea)ofthelaserbeamovertheregionthatisnotblockedbytheknife−edge(fromxto+\inftyinthex−directionand-\inftyto+\inftyinthey−direction).TheGaussianterm\exp [ − 2 ( x ~ 2 + y ~ 2 ) ]\( describes the TEM00 mode's intensity distribution.
- The error function, \)erf(u) = \int_{u}^{\infty} \exp(-t^2) dt,isaspecialfunctionthatarisesfromtheintegrationoftheGaussianintensityprofile.InthefinalexpressionforP(x)\(, the error function appears because the integral over the spatial coordinates can be expressed in terms of this function.
- The Python script "Beam_Profile_Exercise_3.py" is designed to generate a plot of the predicted knife-edge beam profile for a TEM00 laser mode. The key function used from scipy.special is erf, which calculates the error function needed to determine the scaled power.
- Dimensionless ("scaled") variables would typically involve normalizing the spatial coordinates by the beam width \)w_0(e.g.,x' = x/w_0\(). These are suitable for coding as they remove the dependence on specific units and potentially simplify the mathematical expressions, making the code more general and easier to work with.
- The Python script uses a range of knife-edge positions (\)x)from-3w_0to3w_0\(. This range is chosen to cover a significant portion of the laser beam's intensity profile, as most of the power is concentrated within a few beam widths of the center.
- The plotted quantity \)P(x)/P_0representsthefractionofthetotallaserpowerthatistransmittedpasttheknife−edgeanddetectedbythepowermeteratagivenknife−edgepositionx\(. The expected minimum value is 0 (when the beam is fully blocked), and the expected maximum value is 1 (when the beam is completely unblocked).
Essay Format Questions
- Describe in detail the theoretical basis behind using the knife-edge technique to determine the profile of a laser beam operating in the TEM00 mode. Explain how the measured transmitted power is related to the spatial intensity distribution of the beam and the mathematical function that describes it.
- Discuss the importance of the beam width parameter \)w_0\( in characterizing a Gaussian laser beam. Explain how the knife-edge experiment and the resulting mathematical model allow for the experimental determination of this crucial parameter.
- Analyze the role of the error function in the mathematical description of the knife-edge laser beam profile. Explain why this special function naturally arises from the integration of the Gaussian intensity distribution and how it dictates the shape of the observed power versus position curve.
- Consider the practical aspects of performing a knife-edge experiment to measure a laser beam profile. What are potential sources of error or limitations in this technique, and how might these factors affect the accuracy of the determined beam width \)w_0\(?
- The provided material mentions the development of a model and fitting it to experimental data (Exercise 4). Discuss the process of fitting the theoretical knife-edge profile model to experimental data. What parameters would be adjusted during the fitting process, and what statistical measures could be used to assess the quality of the fit?
Glossary of Key Terms
- Laser Beam Profile: The spatial distribution of the intensity (power per unit area) of a laser beam in a cross-section perpendicular to the direction of propagation.
- TEM00 Mode: The fundamental transverse electromagnetic mode of a laser resonator, characterized by a Gaussian intensity profile. It has a single intensity maximum at the center of the beam and smoothly decreases outwards.
- Knife-Edge Technique: An experimental method used to measure the profile of a laser beam by scanning a sharp edge across the beam and measuring the transmitted power as a function of the edge's position.
- Beam Width (\)w_0\(): A parameter that characterizes the spatial extent of a Gaussian laser beam. It is typically defined as the radius at which the intensity of the beam falls to \)1/e^2\( of its peak value.
- Irradiance: The power per unit area incident on a surface. In the context of a laser beam, it describes the intensity distribution across the beam's cross-section.
- Total Power (\)P_0\(): The total energy per unit time carried by the laser beam, obtained by integrating the irradiance over the entire cross-sectional area of the beam.
- Error Function (\)erf(u)\(): A special mathematical function defined as \)erf(u) = \frac{2}{\sqrt{\pi}} \int_{0}^{u} \exp(-t^2) dtor,asgiveninthesource,erf(u) = \int_{u}^{\infty} \exp(-t^2) dt\( (note the different definition in the source). It arises frequently in probability, statistics, and the solution of partial differential equations.
- Linear Translation Stage: A mechanical device that allows for precise linear movement of an object, in this case, the knife-edge.
- Optical Detector: A device that converts light energy into an electrical signal, which is then measured by a power meter.
- Power Meter: An instrument used to measure the power of a light source, in this case, the transmitted portion of the laser beam.
- Scaled Variables (Dimensionless Variables): Variables that have been normalized by a characteristic quantity, making them dimensionless. This can simplify mathematical expressions and make them more generally applicable.
- Gaussian Intensity Profile: The bell-shaped spatial distribution of intensity characteristic of a laser beam in the TEM00 mode, mathematically described by a Gaussian function.
arning Goals
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For Teachers
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Research
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Video
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Version:
- https://www.compadre.org/PICUP/exercises/exercise.cfm?I=134&A=laser_beam_profile
- http://weelookang.blogspot.com/2018/06/laser-beam-profile-exercise-3-knife.html
Other Resources
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Frequently Asked Questions: Knife-Edge Laser Beam Profiling
1. What is the purpose of the knife-edge technique in the context of laser beams?
The knife-edge technique is an experimental method used to determine the spatial profile, specifically the width (\)w_0\(), of a laser beam. By translating a sharp edge across the beam and measuring the transmitted power with an optical detector, the beam's intensity distribution can be inferred.
2. How does the experimental setup for the knife-edge technique work?
The setup involves a laser beam, a knife-edge mounted on a linear translation stage, and an optical detector connected to a power meter. The laser beam passes towards the detector, and the knife-edge is moved incrementally across the beam's path. At each position of the knife-edge (\)x\(), the power meter records the portion of the beam's power that is not blocked by the edge and reaches the detector.
3. What does the power meter reading tell us during a knife-edge scan?
When the knife-edge is far from the beam, the power meter reads the total power (\)P_0\() of the laser. As the knife-edge begins to block the beam, the power reading decreases. When the knife-edge completely blocks the beam, the power reading becomes zero (ideally, neglecting background light). The change in power as a function of the knife-edge position reveals the beam's profile.
4. What is the mathematical expression that describes the power received by the detector as a function of the knife-edge position?
The power \)P(x)receivedbythedetectorwhentheknife−edgeisatpositionx(movinginthe+xdirection)isgivenbytheintegral:P ( x ) = \frac{2 P_0}{\pi w_0^2} \int_{-\infty}^{+\infty} d y \int_{x}^{+\infty} \exp \left[ - 2 \left( \frac{x'^2 + y'^2}{w_0^2} \right) \right] d x'Thisintegralrepresentstheportionofthelaserbeam′sintensitydistributionthatisnotblockedbytheknife−edgeatpositionx\(.
5. How is the integral expression for \)P(x)\( simplified?
The integral expression simplifies to a form involving the error function (\)erf):P ( x ) = \frac{P_0}{2} \left[ 1 - erf \left( \frac{\sqrt{2} x}{w_0} \right) \right]whereerf(u) = \frac{2}{\sqrt{\pi}} \int_{0}^{u} \exp(-t^2) dt.Theprovidedsourceusesaslightlydifferentdefinitionoftheerrorfunction,erf(u) = \int_{u}^{+\infty} \exp(-t^2) dt,leadingtoP ( x ) = \frac{P_0}{2} \left[ 1 - erf \left( \frac{\sqrt{2} x}{w_0} \right) \right]\(.
6. What is \)w_0\( and why is it an important parameter in this experiment?
\)w_0isthebeamwaistradius,representingthewidthofthelaserbeamatitsnarrowestpoint.Itisacrucialparameterthatcharacterizesthelaserbeam′sspatialprofileanddivergence.Theknife−edgetechniqueallowsfortheexperimentaldeterminationofthisw_0valuebyfittingthetheoreticalmodelofP(x)\( to the measured power data.
7. How can the experimental data obtained from the knife-edge scan be used to find \)w_0\(?
By plotting the measured transmitted power \)P(x)asafunctionoftheknife−edgepositionx,andthenfittingthetheoreticalmodelP ( x ) = \frac{P_0}{2} \left[ 1 - erf \left( \frac{\sqrt{2} x}{w_0} \right) \right]tothisdata,thevalueofw_0canbeextracted.Thisfittingprocessinvolvesadjustingtheparameterw_0\( in the model until the curve best matches the experimental data points.
8. What are some learning objectives associated with performing this knife-edge laser beam profiling exercise?
Students who complete this exercise are expected to learn how to:
- Model the profile of a TEM00 laser beam using a mathematical equation.
- Express this equation in terms of scaled, dimensionless variables suitable for coding.
- Generate line plots and contour plots of the laser beam's irradiance.
- Develop a model for the knife-edge profile of the laser beam.
- Plot the predicted knife-edge profile.
- Fit this model to experimental data to determine the beam width (\)w_0$).
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