Acquiring a Small Dataset of a pulsar signal

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Discussion Overview

The discussion revolves around the challenge of acquiring a manageable dataset of pulsar signals for a signal processing class project. Participants explore options for obtaining smaller, usable datasets to analyze the periodic nature of pulsar signals, while considering the limitations of data size and processing capabilities.

Discussion Character

  • Exploratory
  • Technical explanation
  • Homework-related

Main Points Raised

  • One participant expresses interest in analyzing pulsar signals but faces challenges due to the large size of available datasets (around 30GB) and their own limited computational resources.
  • Another participant provides a reference to the Pulsar Search Collaboratory, which offers access to radio astronomy data and suggests it might be a source for smaller datasets.
  • A third participant shares a link to the Green Bank Observatory, noting that while direct downloadable links may not be available, contacting someone might yield results.
  • A different participant suggests considering Cepheid Variables as an alternative, providing a link to a related dataset.

Areas of Agreement / Disagreement

Participants do not reach a consensus on a specific source for a truncated pulsar dataset, but they share various potential resources and alternatives. Multiple competing views on how to obtain usable data remain present.

Contextual Notes

Participants acknowledge limitations related to dataset size, download speeds, and computational power, which may affect the feasibility of their projects.

Who May Find This Useful

This discussion may be useful for students and researchers interested in signal processing, pulsar astronomy, or those seeking smaller datasets for analysis in educational projects.

koroshii
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TL;DR
Is there somewhere I can get a small dataset of a pulsar signal for a final project?
I am taking a class in signal processing. We have a final project in which we seek out "real-world" signal data and process and analyze it, and write a report on what we figured out. I thought it would be interesting to put my own interests into it and try to analyze a pulsar signal. My idea is that is pulsars are periodic and you should be able to find its pulsing signal clearly with a DFT after some cleanup. I tried seeking some data out, but no surprise, the data sets are very large, around 30gb. I have a slow download speed and probably don't have the computational power to process it in a reasonable time, so I would truncate most of it, making the whole download a waste. The assignment asks a minimum data set of 1000 points. I was wondering if anyone knew of a way I could get a directly truncated data set to perform an analysis on. Maybe some test data set to demonstrate the nature of pulsars, if possible

Thank you!
 
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I found this reference in a search for pulsar signal data:

http://pulsarsearchcollaboratory.com/wp-content/uploads/2016/01/PSC_search_guide.pdf

It talks about method of searching the data for periodicity ...

The site itself may have references for data:

http://pulsarsearchcollaboratory.com/

It looks like they have access to data:

Want to help us discover new pulsars? The Pulsar Search Collaboratory is an out-of-school-time citizen science project for students aged 13 and up. Teachers can join too! After training, PSC students and teachers gain access to radio astronomy data collected by the Green Bank Telescope, the world’s fully steerable radio telescope. PSC members then analyze the data to search for new pulsars.
 
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