<!doctype html> <!--[if lt IE 7]> <html class="no-js lt-ie9 lt-ie8 lt-ie7" lang=""> <![endif]--> <!--[if IE 7]> <html class="no-js lt-ie9 lt-ie8" lang=""> <![endif]--> <!--[if IE 8]> <html class="no-js lt-ie9" lang=""> <![endif]--> <!--[if gt IE 8]><!--> <html class="no-js" lang=""> <!--<![endif]--> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <title>Oxford step-counter</title> <meta name="description" content=""> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="apple-touch-icon" href="apple-touch-icon.png"> <link rel="stylesheet" href="css/normalize.min.css"> <link rel="stylesheet" href="css/main.css"> <script src="js/vendor/modernizr-2.8.3-respond-1.4.2.min.js"></script> </head> <body> <!--[if lt IE 8]> <p class="browserupgrade">You are using an <strong>outdated</strong> browser. Please <a href="http://browsehappy.com/">upgrade your browser</a> to improve your experience.</p> <![endif]--> <div class="header-container"> <header class="wrapper clearfix"> <h1 class="title">Oxford Step Counter</h1> <!-- <nav> <ul> <li><a href="#">nav ul li a</a></li> <li><a href="#">nav ul li a</a></li> <li><a href="#">nav ul li a</a></li> </ul> </nav> --> </header> </div> <div class="main-container"> <div class="main wrapper clearfix"> <article> <header> <h1>About the project</h1> <p>The Oxford Step Counter is a project developed by Jamieson Brynes during his fourth-year research project at the University of Oxford</p> <p>The algorithm that analyses the accelerometer signal in order to estimate the number of steps is inspired by [1] and better described in our new paper [2].</p> </section> <section> <h2>The code</h2> <p>These repositories provide access to the code and the data gathered during the project.</p> <ul> <li><a href="https://github.com/Oxford-step-counter/Java-Step-Counter">Java-Step-Counter</a> contains the algorithm implementation for Java and Android</li> <li><a href="https://github.com/Oxford-step-counter/C-Step-Counter">C-Step-Counter</a> contains the algorithm ported to C for embedded devices</li> <li><a href="https://github.com/Oxford-step-counter/Step-Counter-Android-Example-App">Step-Counter-Android-Example-App</a> is an Android app that shows how to use the step counter algorithm and logs raw data on CSV files</li> <li><a href="https://github.com/Oxford-step-counter/DataSet">DataSet</a> contains the dataset used for optimising the algorithm and for validating it</li> <li><a href="https://github.com/Oxford-step-counter/Step-Counting-Algorithms-Testing">Step-Counting-Algorithms-Testing</a> provides python code to optimise the parameters of the algorithm</li> <li><a href="https://github.com/Oxford-step-counter/Data-Collection-Android-App">Data-Collection-Android-App</a> is an app used to collect raw accelerometry and ground truth</li> <li><a href="https://github.com/Oxford-step-counter/GroundTruthDevice">GroundTruthDevice</a> contains the source code for a device to collect "ground truth" step counting using an RFduino</li> <li><a href="https://github.com/Oxford-step-counter/report">report</a> is the project report</li> </ul> </section> <footer> <h3>References</h3> <ol> <li>Brajdic, Agata, and Robert Harle. "Walk detection and step counting on unconstrained smartphones." Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing. ACM, 2013.</li> <li>Salvi, Dario, Carmelo Velardo, Jamieson Brynes, and Lionel Tarassenko. "An optimised algorithm for accurate steps counting from smart-phone accelerometry." In 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 4423-4427. IEEE, 2018.</li> <li>Anna Brondin, Marcus Nordström, Carl Magnus Olsson, and Dario Salvi. 2020. Open source step counter algorithm for wearable devices. In <i>10th International Conference on the Internet of Things Companion</i> (<i>IoT '20 Companion</i>). Association for Computing Machinery, New York, NY, USA, Article 6, 1–7. DOI:https://doi.org/10.1145/3423423.3423431</li> </ol> </footer> </article> </div> <!-- #main --> </div> <!-- #main-container --> <div class="footer-container"> <footer class="wrapper"> <h3>Biomedical Signal Processing & m-Health - Institute of Biomedical Engineering</h3> </footer> </div> <script src="js/main.js"></script> </body> </html>