Code Monkey home page Code Monkey logo

smac-group / imudata Goto Github PK

View Code? Open in Web Editor NEW
7.0 7.0 10.0 1.99 GB

:battery: This package is meant to serve as a data collection tool for IMU data. This data can be used as a means to assess and test methods designed to analyse IMU error signals (i.e. long and complex autocorrelated signals). An example method used for this kind of data is implemented in the GMWM R package which can also model the latent models that often characterize this data.

Home Page: http://imudata.smac-group.com

License: Other

R 100.00%
accelerometer data gyroscope imu mems-imu-dataset r

imudata's People

Contributors

coatless avatar stephaneguerrier avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

imudata's Issues

Corrupted data in dataset

Hello,

I was trying to load the data from a dataset and I met strange values after printing histograms (attached below). Certainly, these are bad values. Data from ln200 gyros are corrupted.
Is it issue with my R code or problem with data?

Best,
Jacek

library(imudata)
data = imudata::mtig1khrz
hist(data$`Gyro. X`[[1]]$data,breaks = 200,main= 'imudata::mtig1khrz Gyro X [1]',xlab = 'Rate[?]')

obraz

data = imudata::ln200.gyro
hist(data[,1],breaks = 200,main= 'imudata::ln200.gyro Gyro X [,1]',xlab = 'Rate[?]')

obraz

Changes

  • Update datalist file (in data folder) with new dataset
  • Update line 28 of the file imudata.R (in R folder) and add the new data (in datalist) with the format: \code{\link[imudata]{NAME_OF_DATA}}
  • Rename datasets as follows: 1) don't use imu in the name (as they all are), 2) don't use capital letters, 3) Accelerators use .accel, Gyroscopes use .gyro so for example KVH1750imuAcc should be kvh1750.accel.
  • Add missing datasets in README.Rmd
  • Add content in NEWS.md
  • Describe the structure of an mimu obtject with the same structure as the gmwm function, example:
\describe{
#'  \item{\code{fields}}{what the field is}
#' }
  • Don't forget to run devtools::document() to update the Rd files and pkgdown::build_site().
  • Ask @robertomolinari to review the text

Thanks a lot!

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.