# Difference between revisions of "Undergraduate Radio Lab"

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=== Class Programmatics === | === Class Programmatics === | ||

* Class Code Repository: [http://github.com/AaronParsons/ugradio http://github.com/AaronParsons/ugradio] | * Class Code Repository: [http://github.com/AaronParsons/ugradio http://github.com/AaronParsons/ugradio] | ||

− | * [https://github.com/AaronParsons/ugradio/raw/ | + | * Source code for SNAP spectrometer/correlator: [https://github.com/darbymccauley/snap_spec https://github.com/darbymccauley/snap_spec] |

+ | * [https://github.com/AaronParsons/ugradio/raw/main/schedule/syllabus_2023_spring.docx Syllabus] | ||

+ | * [https://berkeley.zoom.us/j/3587609756 Zoom Room: 358 760 9756] | ||

+ | * Bcourses: [https://bcourses.berkeley.edu/courses/1523462 1523462] | ||

+ | * Discord: https://discord.gg/ge4EVK2n | ||

+ | * Sign-up for group telescope/observation time: https://calendar.app.google/vp6w1HRSxeAUKgEk7 | ||

+ | * Check out an RPi: https://forms.gle/4S4x3vxpJ36yXc1d6 | ||

* Class Hours: | * Class Hours: | ||

− | ** Tuesday/Thursday 1: | + | ** Tuesday/Thursday 1:30-3:30pm |

* Office Hours: | * Office Hours: | ||

− | ** Aaron (aparsons at berkeley): | + | ** Aaron Parsons (aparsons at berkeley): or by appointment, in standard [https://berkeley.zoom.us/j/3587609756 Zoom Room: 358 760 9756] |

− | ** | + | *** Thursday 3:30pm - 5:00pm |

− | ** | + | *** Friday 11:00am - 1:00pm |

+ | ** Darby McCauley (darbymccauley at berkeley): | ||

+ | *** Monday 10:30am - 1:30pm | ||

+ | *** Tuesday 11:00am - 12:30pm | ||

+ | *** Wednesday 11:00am - 12:30pm | ||

+ | *** Friday 2:00pm - 5:00pm | ||

+ | *** Appointment, in person or Zoom (email me) | ||

+ | ** Dirk Wright (dirkw at berkeley): | ||

* Lab Groups: | * Lab Groups: | ||

− | ** | + | ** Group 1 |

+ | ** Group 2 | ||

+ | ** Group 3 | ||

+ | ** Group 4 | ||

+ | ** Group 5 | ||

=== Experiments === | === Experiments === | ||

− | * Lab 1: [https://github.com/AaronParsons/ugradio/blob/ | + | * Lab 1: [https://github.com/AaronParsons/ugradio/blob/main/lab_mixers/allmixers.pdf Exploring Digital Sampling, Fourier Transforms, and both DSB and SSB Mixers] |

− | * Lab 2: [https://github.com/AaronParsons/ugradio/blob/ | + | * Lab 2: [https://github.com/AaronParsons/ugradio/blob/main/lab_bighorn/bighorn.pdf Astronomy with the 21cm Line; Some Microwave Electronics] |

− | * Lab 3: [https://github.com/AaronParsons/ugradio/blob/ | + | * Lab 3: [https://github.com/AaronParsons/ugradio/blob/main/lab_interf/interf.pdf Radio Interferometry at X Band] |

− | * Lab 4: [https://github.com/AaronParsons/ugradio/blob/ | + | * Lab 4: [https://github.com/AaronParsons/ugradio/blob/main/lab_dish/HI1.pdf Mapping the HI Line: the Galaxy and Supershells] |

+ | |||

+ | ===Getting Set Up=== | ||

+ | * [[Getting Started in the Undergraduate Radio Lab]] | ||

+ | ** [[Setting Up Your Raspberry Pi]] | ||

+ | ** [[Connecting to the Lab Computers Remotely]] | ||

=== General Skills Used Through-Out Course === | === General Skills Used Through-Out Course === | ||

− | * [[Python Installation and Basic Programming]] | + | * Navigating Linux/Unix-like Operating Systems |

− | * [https://github.com/AaronParsons/ugradio/blob/ | + | ** [[Unix Primer]] |

− | * [[ | + | ** [[Unix Text Editors]] |

− | * [[ | + | * Programming in Python |

− | * [[ | + | ** [[Python Installation and Basic Programming]] |

− | * | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/python_intro.ipynb Introduction to Python and Plotting] |

− | * [[ | + | * Software Engineering |

+ | ** [[Revision Control]] | ||

+ | ** [[Getting Started w/ Github]] | ||

+ | ** [[Unit Testing]] | ||

+ | * Report Writing | ||

+ | ** [[LaTeX]] | ||

== Topics by Date == | == Topics by Date == | ||

− | === Lab 1 ([https://github.com/AaronParsons/ugradio/blob/ | + | === Lab 1 ([https://github.com/AaronParsons/ugradio/blob/main/lab_mixers/allmixers.pdf Exploring Digital Sampling, Fourier Transforms, and both DSB and SSB Mixers]), Due Feb 6, 11:59p === |

− | ==== Lab 1, Week 1 (Jan | + | ==== Lab 1, Week 1 (Jan 17): Sampling and Power Spectra ==== |

* Resources and Handouts | * Resources and Handouts | ||

** [[Nyquist Sampling]] | ** [[Nyquist Sampling]] | ||

** [[Fourier Transform]] | ** [[Fourier Transform]] | ||

− | ** [[Unix Primer]] | + | ** Technical Skills |

− | ** [[Python Installation and Basic Programming]] | + | *** [[Unix Primer]] |

− | ** [[Revision Control]] | + | *** [[Unix Text Editors]] |

− | ** [[ | + | *** [[Python Installation and Basic Programming]] |

+ | **** [[Revision Control]] | ||

+ | **** [[Getting Started w/ Github]] | ||

+ | |||

* Demos and Tutorials | * Demos and Tutorials | ||

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/python_intro.ipynb Introduction to Python and Plotting] |

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/Nyquist%20Sampling%20and%20Aliasing.ipynb Aliasing Demo] (on [http://datahub.berkeley.edu/user-redirect/interact?account=AaronParsons&repo=ugradio&branch=main&path=jupyter_tutorials/Nyquist%20Samplling%20and%20Aliasing.ipynb datahub.berkeley.edu]) |

* In class: | * In class: | ||

− | ** Astrobaki, | + | ** Astrobaki, Syllabus, Office Hours |

− | ** Getting accounts (premade by Bill Boyd, change password) | + | ** Getting accounts (premade by Bill Boyd, change password with <tt>passwd</tt> command) |

− | ** Lab access ( | + | ** Lab access (see [[Getting Started in the Undergraduate Radio Lab]]) |

− | ** | + | ** Class philosophy and workflow |

** [[Nyquist Sampling]] and aliasing | ** [[Nyquist Sampling]] and aliasing | ||

− | ** [[Fourier Transform]] | + | ** [[Fourier Transform]] |

+ | ** ADC Quantization | ||

** Lab Hardware | ** Lab Hardware | ||

*** PicoScope 2206a | *** PicoScope 2206a | ||

+ | *** Raspberry Pi + [[NESDR Smart]] | ||

+ | ** Data Challenge | ||

+ | *** [https://github.com/AaronParsons/ugradio/blob/main/lab_mixers/secret_message.npz Secret Message] | ||

+ | ** [https://youtu.be/uH-dQnq7ZD4 Lecture 1 Zoom recording] (2021 is [https://youtu.be/Yb4K8t6SG4k here]) | ||

+ | ** [https://youtu.be/LtEzUnp_E9E Lecture 2 Zoom recording] (2021 is [https://youtu.be/oJplegmHeAI here]) | ||

− | ==== Lab 1, Week 2 (Jan | + | ==== Lab 1, Week 2 (Jan 24): DSB and SSB Mixers ==== |

* Theory and Background: | * Theory and Background: | ||

** [[Heterodyne Mixers]] | ** [[Heterodyne Mixers]] | ||

** [[Convolution Theorem]] | ** [[Convolution Theorem]] | ||

** [[Fast Fourier Transform]] | ** [[Fast Fourier Transform]] | ||

+ | ** [https://github.com/AaronParsons/ugradio/blob/main/dft_intro/fourierc.pdf Spectral Analysis with Discrete Fourier Transforms] | ||

* Demos and Tutorials | * Demos and Tutorials | ||

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/Convolutions%20and%20Correlations.ipynb Convolutions and Correlations ] |

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/Sec%204.%20In%20the%20mind.ipynb In the Mind: Introduction to the Fourier Transform ] |

− | ** [[Data Representations]], with handout on [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/datatype_demo.ipynb Mommy Fortuna's Midnight Carnival of Python Oddities] |

+ | ** [[Data Representations]], with handout on [https://github.com/AaronParsons/ugradio/blob/main/pythonprimer/datatypes.pdf Data Types and Organizational Structures] | ||

+ | ** Data Challenge | ||

+ | *** [https://github.com/AaronParsons/ugradio/blob/main/lab_mixers/mixed_message.npz Secret Message 2] | ||

* In class: | * In class: | ||

+ | ** [https://youtu.be/dsCZ_F2HEVY Lecture 3 Zoom recording] (2021 is [https://youtu.be/Ut_jTUoqcd8 here]) | ||

+ | ** [https://youtu.be/ZxAWNiisn3Y Lecture 4: Show and Tell] | ||

** Lecture: Introduction to DSB and SSB Mixers | ** Lecture: Introduction to DSB and SSB Mixers | ||

** Show and Tell (10m per group) | ** Show and Tell (10m per group) | ||

− | |||

− | ==== Lab 1, Week 3 (Feb | + | ==== Lab 1, Week 3 (Feb 1): More Mixers, and Lab Reports ==== |

* Theory and Background | * Theory and Background | ||

** [[LaTeX]] | ** [[LaTeX]] | ||

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab1/python_intro.ipynb Introduction to Python and Plotting], second pass |

+ | ** [https://github.com/AaronParsons/ugradio/tree/main/latex_template/lab1 LaTex Template] Template you may use for your lab report | ||

+ | *** [https://www.overleaf.com/read/hvrwkmfkvkhg Overleaf version of the lab template] | ||

* In Class: | * In Class: | ||

− | ** Lecture: One more pass on [[Convolution Theorem]], [[Heterodyne Mixers]], and [https://github.com/AaronParsons/ugradio/blob/ | + | ** Lecture: One more pass on [[Convolution Theorem]], [[Heterodyne Mixers]], and [https://github.com/AaronParsons/ugradio/blob/main/dft_intro/fourierc.pdf DFTs] |

+ | ** [https://youtu.be/igZPQQ-6ieo Lecture 5] | ||

+ | ** [https://youtu.be/53CZj1CCEm0 Lecture 6] | ||

** Show and Tell | ** Show and Tell | ||

** Writing Lab Reports | ** Writing Lab Reports | ||

− | * Lab 1 Due Feb 11 | + | * Lab 1 Due Feb 6, 11:59p |

--------- | --------- | ||

− | === Lab 2 ([https://github.com/AaronParsons/ugradio/blob/ | + | === Lab 2 ([https://github.com/AaronParsons/ugradio/blob/main/lab_bighorn/bighorn.pdf Astronomy with the 21cm Line; Some Microwave Electronics]), due Feb 27, 11:59p === |

− | ==== Lab 2, Week 1 (Feb | + | ==== Lab 2, Week 1 (Feb 7): 21cm Line and Waveguides ==== |

* Theory and Background: | * Theory and Background: | ||

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/lab_bighorn/cal_intensity.pdf Calibrating the Intensity and Shape of Spectral Lines] |

** [[Specific Intensity]] | ** [[Specific Intensity]] | ||

** [[21cm Transition]] | ** [[21cm Transition]] | ||

− | ** [[ | + | ** [[Coordinates]] |

* Demos and Tutorials | * Demos and Tutorials | ||

** Python Tutorial Part 3: Functions, Modules, and Objects | ** Python Tutorial Part 3: Functions, Modules, and Objects | ||

− | ** | + | ** Matrix Math with Numpy |

+ | ** Doppler Corrections, ugradio.doppler | ||

* In class: | * In class: | ||

** Introduction to Horn and Receiver | ** Introduction to Horn and Receiver | ||

** Time | ** Time | ||

− | ** | + | ** Coordinates |

+ | ** [https://youtu.be/ouSTGedJtI4 Lecture 7] | ||

+ | ** [https://youtu.be/htF9zWPzeLQ Lecture 8] | ||

− | ==== Lab 2, Week 2 (Feb | + | ==== Lab 2, Week 2 (Feb 14): Collect and Analyze Data ==== |

* Theory and Background | * Theory and Background | ||

− | ** [[ | + | ** [[Impedance]] |

− | ** [ | + | ** [[Transmission_Lines]] |

** [http://ugastro.berkeley.edu/radio/2017/handout_links/RWvD.pdf Fields and Waves in Communication Electronics (Ramo, Whinney, and Van Duzer)] | ** [http://ugastro.berkeley.edu/radio/2017/handout_links/RWvD.pdf Fields and Waves in Communication Electronics (Ramo, Whinney, and Van Duzer)] | ||

+ | ** [[Central Limit Theorem]] and [[Random Walks]] | ||

+ | ** [https://github.com/AaronParsons/ugradio/blob/main/least_squares/lsfit_lite.pdf Least Squares Lite for the Budding Aficionado: Art and Practice] | ||

* Demos and Tutorials | * Demos and Tutorials | ||

− | ** | + | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab2/Central%20Limit%20Theorem%20and%20Averaging.ipynb Central Limit Theorem and Averaging] |

* In Class: | * In Class: | ||

** Show and Tell | ** Show and Tell | ||

** Waveguides, Transmission Lines, and Rope | ** Waveguides, Transmission Lines, and Rope | ||

** Fitting Gaussians and Polynomials, ugradio.gauss | ** Fitting Gaussians and Polynomials, ugradio.gauss | ||

+ | ** [https://youtu.be/l6_qxtqGtuY Lecture 9] | ||

+ | ** [https://youtu.be/xre1hQiZKCM Lecture 10] | ||

− | ==== Lab 2, Week 3 (Feb | + | ==== Lab 2, Week 3 (Feb 21): Write Lab Report ==== |

* Theory and Background | * Theory and Background | ||

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/least_squares/lsfit_2008.pdf Least-Squares and Chi-Square for the Budding Aficionado: Art and Practice] |

* In Class: | * In Class: | ||

+ | ** [https://github.com/AaronParsons/ugradio/blob/main/jupyter_tutorials/lab2/chisq_intro.ipynb Chi-Square Jupyter Notebook] | ||

** Show and Tell | ** Show and Tell | ||

** Least Squares Part 2 | ** Least Squares Part 2 | ||

− | * Lab 2 Due | + | ** [https://youtu.be/M92l0k45Gjw Lecture 11] |

+ | * Lab 2 Due Feb 27, 11:59p | ||

--------- | --------- | ||

− | === Lab 3 ([https://github.com/AaronParsons/ugradio/blob/ | + | === Lab 3 ([https://github.com/AaronParsons/ugradio/blob/main/lab_interf/interf.pdf Radio Interferometry at X Band]), due Apr 3, 11:59pm === |

− | ==== Lab 3 Week 1 (Mar | + | ==== Lab 3 Week 1 (Mar 1): Interferometer ==== |

* Theory and Background | * Theory and Background | ||

** [[Coordinates]] | ** [[Coordinates]] | ||

Line 126: | Line 180: | ||

** Exercise Ball Coordinates | ** Exercise Ball Coordinates | ||

** Interferometry with Strings | ** Interferometry with Strings | ||

+ | ** [https://youtu.be/NXvDSyCfHMQ Lecture 12] | ||

+ | ** [https://youtu.be/5IDLQMO6_8g Lecture 13] | ||

− | ==== Lab 3 Week 2 (Mar | + | ==== Lab 3 Week 2 (Mar 8): Collect and Analyze Data ==== |

* Theory and Background | * Theory and Background | ||

** [[Measurement Equation]] | ** [[Measurement Equation]] | ||

Line 136: | Line 192: | ||

** Tracking the Sun | ** Tracking the Sun | ||

** Scheduling Observations | ** Scheduling Observations | ||

+ | * Lecture Links | ||

+ | ** [https://youtu.be/bgDBf9bPSTA Lecture 14] | ||

+ | ** [https://youtu.be/xVtmz0TfUJg Lecture 15] | ||

− | ==== Lab 3 Week 3 (Mar | + | ==== Lab 3 Week 3 (Mar 15): Collect and Analyze Data ==== |

* Theory and Background | * Theory and Background | ||

** [[Basic Interferometry II]] | ** [[Basic Interferometry II]] | ||

Line 144: | Line 203: | ||

** Show and Tell | ** Show and Tell | ||

** Linear Least-Squares in Python | ** Linear Least-Squares in Python | ||

− | ** Minimizing Chi-Square | + | ** Minimizing Chi-Square] |

** Noise in Observations | ** Noise in Observations | ||

+ | * Lecture Links | ||

+ | ** [https://youtu.be/ZhMu_0YFxCo Lecture 16] | ||

+ | ** [https://youtu.be/n-FOeZVuHls Lecture 17] | ||

− | ==== No class (Mar | + | ==== No class (Mar 23, 26) ==== |

− | ==== Lab 3 Week 4 (Mar | + | ==== Lab 3 Week 4 (Mar 29): Write Lab Report ==== |

* Theory and Background | * Theory and Background | ||

*** [[Correlators]] | *** [[Correlators]] | ||

Line 156: | Line 218: | ||

** Show and Tell | ** Show and Tell | ||

** Photon bucket demo | ** Photon bucket demo | ||

− | * Lab 3 Due Apr | + | * Lecture Links |

+ | ** [https://youtu.be/Nl5h3Hi51bQ Lecture 18] | ||

+ | ** [https://youtu.be/GVugVn5PdB0 Lecture 19] | ||

+ | * Lab 3 Due Apr 6, 1:30p | ||

--------- | --------- | ||

− | === Lab 4 ([https://github.com/AaronParsons/ugradio/blob/ | + | |

+ | === Lab 4 ([https://github.com/AaronParsons/ugradio/blob/main/lab_dish/HI1.pdf Mapping the HI Line: the Galaxy and Supershells]), due May 3, 1:30p === | ||

==== Useful Links ==== | ==== Useful Links ==== | ||

Line 167: | Line 233: | ||

[http://leuschner.berkeley.edu:8080 Leuschner WebCam] | [http://leuschner.berkeley.edu:8080 Leuschner WebCam] | ||

− | ==== Lab 4 Week 1 (Apr | + | ==== Lab 4 Week 1 (Apr 4): Leuschner Dish ==== |

* Theory and Background | * Theory and Background | ||

** [[Specific Intensity]] | ** [[Specific Intensity]] | ||

Line 177: | Line 243: | ||

** feed (notice probes) and cables | ** feed (notice probes) and cables | ||

** IF setup (one channel for OH, one for HI) | ** IF setup (one channel for OH, one for HI) | ||

− | ** | + | ** interacting with a CASPER [https://github.com/AaronParsons/leuschner-spectrimeter spectrometer] |

− | ** | + | ** pointing control |

** spatial sampling with dish | ** spatial sampling with dish | ||

+ | * Lecture Links | ||

+ | ** [https://youtu.be/ZeB9Gj3gHgs Lecture 20] | ||

+ | ** [https://berkeley.zoom.us/rec/share/yYtJDpzz52pOc5GR42PxBbA_QorFT6a81CAfr6IKyRre8X_2LRtd9NPzNNLXeBCw Lab 4 Lecture 2 (Thursday 4/9/20)] | ||

− | ==== Lab 4 Week 2 (Apr | + | ==== Lab 4 Week 2 (Apr 11): Collect and Analyze Data ==== |

* Theory and Background | * Theory and Background | ||

** [[21cm Transition]] | ** [[21cm Transition]] | ||

Line 188: | Line 257: | ||

* In Class: | * In Class: | ||

** Show and Tell | ** Show and Tell | ||

− | ** | + | ** spatial sampling with a dish |

− | ** | + | ** interpolation |

− | ** | + | ** projection |

+ | * Lecture Links | ||

+ | ** [https://berkeley.zoom.us/rec/share/3pBJILbBxE5JRpWSwkWOe6QYMoHlaaa823IZr_QNyE0M46G1NWz2KSaA40QwupHp Lab 4 Lecture 3 (Tuesday 4/14; access v7*1$5k7)] | ||

+ | ** [https://berkeley.zoom.us/rec/share/wsAsELX3yThOTJXExEjjWaI4Mdq7eaa8hicf__AEzEkISCgjfujdIe8CV-yXP8VP Lab 4 Lecture 4 (Thursday 4/16; access G7*##+1O)] | ||

− | ==== Lab 4 Week 3 (Apr | + | ==== Lab 4 Week 3 (Apr 18): Collect and Analyze Data ==== |

* Theory and Background | * Theory and Background | ||

** [[Emission Line Observing]] | ** [[Emission Line Observing]] | ||

Line 201: | Line 273: | ||

** Show and Tell | ** Show and Tell | ||

** close-out plan | ** close-out plan | ||

+ | ** computing doppler width for a line of sight (assuming circular motion) | ||

** calibrating spectra | ** calibrating spectra | ||

** converting spectra to hydrogen | ** converting spectra to hydrogen | ||

+ | * Lecture Links | ||

+ | ** [https://berkeley.zoom.us/rec/share/7Md4Fejz1FJLcqPEslDnAPFmTqGieaa81Cgb-PRczh6T0TBWOxVAZOoPk8cPBvsd Lab 4 Lecture 5 (Tuesday 4/21; access 7f!o&=J9)] | ||

+ | ** Lab 4 Lecture 6 (Thursday 4/23): share day; no recording | ||

− | ==== Lab 4 Week 4 (Apr | + | ==== Lab 4 Week 4 (Apr 25): Write Lab Report ==== |

* Theory and Background | * Theory and Background | ||

− | ** [https://github.com/AaronParsons/ugradio/blob/ | + | ** [https://github.com/AaronParsons/ugradio/blob/main/lab_bighorn/cal_intensity.pdf Calibrating the Intensity and Shape of Spectral Lines (Carl Heiles)] |

* In Class: | * In Class: | ||

** Show and Tell | ** Show and Tell | ||

** displaying information in image form | ** displaying information in image form | ||

− | ** Lab 4 Due May | + | ** Lab 4 Due May 3, 1:30p |

+ | * Lecture Links | ||

+ | ** [https://berkeley.zoom.us/rec/share/6pVKDIHL7XlIQ5GVtAL4Q4klI7Tvaaa81HBP_vBezRuCI54jJ3AKdenjUZB-gScx Lab 4 Lecture 7 (Tuesday 4/28; access 3h=j11*@ )] | ||

+ | ** [https://berkeley.zoom.us/rec/share/teBrde3hr2lOHZ3V9GH4S6MAH5j7aaa8hCZN-PoOxUycBmjJiZYoIuqIb29LQg8W Lab 4 Lecture 8 (Thursday 4/30; access 5V$.3i8$ )] | ||

− | <!-- === Lab 2 (Digital Lab) | + | <!-- === Lab 2 (Digital Lab) === |

− | * Lab 2, Part 1 | + | * Lab 2, Part 1 |

** Quiz 4 on: | ** Quiz 4 on: | ||

** Breakout Sessions: | ** Breakout Sessions: | ||

Line 222: | Line 301: | ||

*** Intro to Lab 2, pick groups | *** Intro to Lab 2, pick groups | ||

− | * Lab 2, Part 2 | + | * Lab 2, Part 2 |

** Quiz 5 on: | ** Quiz 5 on: | ||

*** [[Data Representations]] | *** [[Data Representations]] | ||

Line 231: | Line 310: | ||

*** [[Intro to ROACH]] | *** [[Intro to ROACH]] | ||

− | * Lab 2, Part 3 | + | * Lab 2, Part 3 |

** Quiz 6 on: | ** Quiz 6 on: | ||

*** [[Synchronous and Asynchronous Logic]] | *** [[Synchronous and Asynchronous Logic]] | ||

Line 240: | Line 319: | ||

*** Simulating an FIR filter | *** Simulating an FIR filter | ||

*** Lab feedback | *** Lab feedback | ||

− | |||

--> | --> | ||

## Latest revision as of 13:53, 23 March 2023

This course consists of four laboratory experiments that concentrate on radio instrumentation and laboratory techniques. We will build receiving, observing, and data analysis systems for two telescopes: a single-dish 21-cm line system, and a 10.7-GHz interferometer. We will use these telescopes for astronomical observing projects including structure of the Milky Way galaxy, precise position measurement of several radio sources, and measurement of the radio brightness distributions of the sun and moon with high angular resolution. There is a heavy emphasis on digital data acquisition, software development in the Python language, and high-quality written reports.

### Class Programmatics[edit]

- Class Code Repository: http://github.com/AaronParsons/ugradio
- Source code for SNAP spectrometer/correlator: https://github.com/darbymccauley/snap_spec
- Syllabus
- Zoom Room: 358 760 9756
- Bcourses: 1523462
- Discord: https://discord.gg/ge4EVK2n
- Sign-up for group telescope/observation time: https://calendar.app.google/vp6w1HRSxeAUKgEk7
- Check out an RPi: https://forms.gle/4S4x3vxpJ36yXc1d6
- Class Hours:
- Tuesday/Thursday 1:30-3:30pm

- Office Hours:
- Aaron Parsons (aparsons at berkeley): or by appointment, in standard Zoom Room: 358 760 9756
- Thursday 3:30pm - 5:00pm
- Friday 11:00am - 1:00pm

- Darby McCauley (darbymccauley at berkeley):
- Monday 10:30am - 1:30pm
- Tuesday 11:00am - 12:30pm
- Wednesday 11:00am - 12:30pm
- Friday 2:00pm - 5:00pm
- Appointment, in person or Zoom (email me)

- Dirk Wright (dirkw at berkeley):

- Aaron Parsons (aparsons at berkeley): or by appointment, in standard Zoom Room: 358 760 9756
- Lab Groups:
- Group 1
- Group 2
- Group 3
- Group 4
- Group 5

### Experiments[edit]

- Lab 1: Exploring Digital Sampling, Fourier Transforms, and both DSB and SSB Mixers
- Lab 2: Astronomy with the 21cm Line; Some Microwave Electronics
- Lab 3: Radio Interferometry at X Band
- Lab 4: Mapping the HI Line: the Galaxy and Supershells

### Getting Set Up[edit]

### General Skills Used Through-Out Course[edit]

- Navigating Linux/Unix-like Operating Systems
- Programming in Python
- Software Engineering
- Report Writing

## Topics by Date[edit]

### Lab 1 (Exploring Digital Sampling, Fourier Transforms, and both DSB and SSB Mixers), Due Feb 6, 11:59p[edit]

#### Lab 1, Week 1 (Jan 17): Sampling and Power Spectra[edit]

- Resources and Handouts

- Demos and Tutorials
- In class:
- Astrobaki, Syllabus, Office Hours
- Getting accounts (premade by Bill Boyd, change password with
`passwd`command) - Lab access (see Getting Started in the Undergraduate Radio Lab)
- Class philosophy and workflow
- Nyquist Sampling and aliasing
- Fourier Transform
- ADC Quantization
- Lab Hardware
- PicoScope 2206a
- Raspberry Pi + NESDR Smart

- Data Challenge
- Lecture 1 Zoom recording (2021 is here)
- Lecture 2 Zoom recording (2021 is here)

#### Lab 1, Week 2 (Jan 24): DSB and SSB Mixers[edit]

- Theory and Background:
- Demos and Tutorials
- In class:
- Lecture 3 Zoom recording (2021 is here)
- Lecture 4: Show and Tell
- Lecture: Introduction to DSB and SSB Mixers
- Show and Tell (10m per group)

#### Lab 1, Week 3 (Feb 1): More Mixers, and Lab Reports[edit]

- Theory and Background
- LaTeX
- Introduction to Python and Plotting, second pass
- LaTex Template Template you may use for your lab report

- In Class:
- Lecture: One more pass on Convolution Theorem, Heterodyne Mixers, and DFTs
- Lecture 5
- Lecture 6
- Show and Tell
- Writing Lab Reports

- Lab 1 Due Feb 6, 11:59p

### Lab 2 (Astronomy with the 21cm Line; Some Microwave Electronics), due Feb 27, 11:59p[edit]

#### Lab 2, Week 1 (Feb 7): 21cm Line and Waveguides[edit]

- Theory and Background:
- Demos and Tutorials
- Python Tutorial Part 3: Functions, Modules, and Objects
- Matrix Math with Numpy
- Doppler Corrections, ugradio.doppler

- In class:

#### Lab 2, Week 2 (Feb 14): Collect and Analyze Data[edit]

- Theory and Background
- Demos and Tutorials
- In Class:
- Show and Tell
- Waveguides, Transmission Lines, and Rope
- Fitting Gaussians and Polynomials, ugradio.gauss
- Lecture 9
- Lecture 10

#### Lab 2, Week 3 (Feb 21): Write Lab Report[edit]

- Theory and Background
- In Class:
- Chi-Square Jupyter Notebook
- Show and Tell
- Least Squares Part 2
- Lecture 11

- Lab 2 Due Feb 27, 11:59p

### Lab 3 (Radio Interferometry at X Band), due Apr 3, 11:59pm[edit]

#### Lab 3 Week 1 (Mar 1): Interferometer[edit]

- Theory and Background
- In Class:
- Tour of Rooftop Interferometer
- Exercise Ball Coordinates
- Interferometry with Strings
- Lecture 12
- Lecture 13

#### Lab 3 Week 2 (Mar 8): Collect and Analyze Data[edit]

- Theory and Background
- In Class:
- Show and Tell
- Controlling the Telescope
- Tracking the Sun
- Scheduling Observations

- Lecture Links

#### Lab 3 Week 3 (Mar 15): Collect and Analyze Data[edit]

- Theory and Background
- In Class:
- Show and Tell
- Linear Least-Squares in Python
- Minimizing Chi-Square]
- Noise in Observations

- Lecture Links

#### No class (Mar 23, 26)[edit]

#### Lab 3 Week 4 (Mar 29): Write Lab Report[edit]

- Theory and Background
- In Class:
- Show and Tell
- Photon bucket demo

- Lecture Links
- Lab 3 Due Apr 6, 1:30p

### Lab 4 (Mapping the HI Line: the Galaxy and Supershells), due May 3, 1:30p[edit]

#### Useful Links[edit]

#### Lab 4 Week 1 (Apr 4): Leuschner Dish[edit]

- Theory and Background
- In Class:
- Trip to Leuschner: Class will go later than usual
- drive mechanism (how the dish moves)
- feed (notice probes) and cables
- IF setup (one channel for OH, one for HI)
- interacting with a CASPER spectrometer
- pointing control
- spatial sampling with dish

- Lecture Links

#### Lab 4 Week 2 (Apr 11): Collect and Analyze Data[edit]

- Theory and Background
- In Class:
- Show and Tell
- spatial sampling with a dish
- interpolation
- projection

- Lecture Links

#### Lab 4 Week 3 (Apr 18): Collect and Analyze Data[edit]

- Theory and Background
- In Class:
- Show and Tell
- close-out plan
- computing doppler width for a line of sight (assuming circular motion)
- calibrating spectra
- converting spectra to hydrogen

- Lecture Links
- Lab 4 Lecture 5 (Tuesday 4/21; access 7f!o&=J9)
- Lab 4 Lecture 6 (Thursday 4/23): share day; no recording

#### Lab 4 Week 4 (Apr 25): Write Lab Report[edit]

- Theory and Background
- In Class:
- Show and Tell
- displaying information in image form
- Lab 4 Due May 3, 1:30p

- Lecture Links

## Unused but Useful?[edit]

- Radiometer Equation
- Quantization and Rounding
- Reciprocity Theorem
- Dipole Antennas
- Impedance of Free Space
- Radiometer Equation Applied to Telescopes
- Radiometer Equation Applied to Interferometers
- Fringe Stopping
- Direction Dependent Beams
- Self Calibration
- Flux Calibration
- Gridding
- Earth Rotation Synthesis
- Delay Imaging