Accelerometer to Frequency and Amplitude

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SUMMARY

The discussion focuses on converting accelerometer data from an iPhone into frequency and amplitude metrics. The user has calculated displacement across three axes and seeks to compute average amplitude, highest amplitude, and frequency. While Excel's FREQUENCY function is identified as a histogram tool that counts occurrences of values, the conversation suggests that a deeper understanding of statistical concepts and potentially using the Excel "Data Analysis" package may be beneficial for summarizing the data effectively.

PREREQUISITES
  • Understanding of accelerometer data and its three-dimensional displacement
  • Familiarity with Excel functions, specifically FREQUENCY and statistical analysis tools
  • Basic knowledge of statistics, including concepts like mean, median, and histogram
  • Ability to perform iterative calculations and data manipulation in Excel
NEXT STEPS
  • Research the mathematical principles behind Fast Fourier Transform (FFT) for frequency analysis
  • Explore the Excel "Data Analysis" package for statistical functions and data summarization
  • Learn how to create and interpret histograms in Excel for data visualization
  • Study iterative programming techniques to automate calculations in Excel
USEFUL FOR

This discussion is beneficial for data analysts, engineers working with sensor data, and anyone interested in performing statistical analysis on accelerometer data using Excel.

rd42
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I have a spreadsheet of Accelerometer data out of an iPhone and I have calculated the displacement in the three axis. I would like to figure out how to take this info and calculate the frequency, avg. amplitude, and the highest amplitude. Excel has a frequency function but I would like to understand that math, so I could make the phone calculate this.

Thank you for any help.

Don't worry, this isn't home work, I'm an old f*rt.
 

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Couldn't open your file with my old Y2K Excel, but I looked at the FREQUENCY function in the help and I think that it is a sort of histogram. I first though it might be an FFT thing, but it looks like it just counts the number of times each specific value or range appears in the input data set.

There was (maybe still a separate package) an Excel "Data Analysis" package that had a statistical summary function. It calculates max, min, mean, median and such for a data set. That package also had a regular histogram where you can bin your data and count how many of each. If you don't know what all those m'words are, have a look at a stat's introduction, probably wiki is a good place to start.

If those functions are what you want, then rolling your own is mostly an exercise in iterating through the set and summing/counting the various values.
 

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