Giter Club home page Giter Club logo

gps-filter's Introduction

Build StatusCoverage Status

gps-filter

Tool set for filtering and cleaning-up gps data. Remodels the data set as vectors in order to accomplish this.

Installation

Download node at nodejs.org and install it, if you haven't already.

npm install gps-filter --save

Use

# Points is expected to be an array of GPS points with a latitude, longitude, and timestamp;
# Valid formats: Latitude: [lat, latitude, y]
#                Longitude[lng,longitude,x] 
#                Timestamp[time, timestamp, startime]
                
#Coordinate data in decimal, timestamp can be in any format momentjs can handle
#ALL SPEEDS ARE IN M/S
var gps-filter = require('gps-filter')

.positionFilter(points,min,max)
  #Removes points where the change in position is outside the bounds
  returns arrayOfFilteredPoints
  
.velocityFilter(points,min,max)
  #Removes points where the velocity is outside the bounds
  returns arrayOfFilteredPoints

.accelerationFilter(points,min,max)
  #Removes points where the acceleration is outside the bounds
  returns arrayOfFilteredPoints

.removeSpikes(points,sharpness,iterations)
  #Remove points where the angle between the vector that starts there and ends there is greater than the sharpness
  #E.g _/\_ ->  _ _ 
  #Sharpness: 0-Removes all points, 180-Removes None
  
  #Iterations: defines the number of passes
  returns arrayOfFilteredPoints

.smoothLine(points, threshold)
  #Removes points by assuming that if the sum of two vectors is ~parallel to the one
  #before it they should be combined
  #E.G. __/\ -> ___ 
  #~parallel is defined by threshold
  #Threshold: 0-Vectors must be perfectly parallel 180-Every vector considered parallel (will delete everything!)
  returns arrayOfFilteredPoints

Tests

npm install
npm test

Dependencies

  • vectorize: Converts gps points to motion vectors

Dev Dependencies

  • chai: BDD/TDD assertion library for node.js and the browser. Test framework agnostic.
  • coveralls: takes json-cov output into stdin and POSTs to coveralls.io
  • istanbul: Yet another JS code coverage tool that computes statement, line, function and branch coverage with module loader hooks to transparently add coverage when running tests. Supports all JS coverage use cases including unit tests, server side functional tests
  • mocha-lcov-reporter: LCOV reporter for Mocha
  • victor: A JavaScript 2D vector class with methods for common vector operations

License

MIT

Generated by package-json-to-readme

gps-filter's People

Contributors

jzeiders avatar luigi37 avatar

Watchers

James Cloos avatar  avatar

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.