junos
/
rapids
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
rapids/0.3/features/phone-bluetooth/index.html

1483 lines
46 KiB
HTML
Raw Normal View History

Deployed 29e3d9b to 0.3 with MkDocs 1.1.2 and mike 0.5.5
2020-12-21 00:38:09 +01:00
<!doctype html>
<html lang="en" class="no-js">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width,initial-scale=1">
<link rel="search" type="application/opensearchdescription+xml" href="../../search.xml" title="RAPIDS Search">
<link rel="shortcut icon" href="../../assets/images/favicon.png">
<meta name="generator" content="mkdocs-1.1.2, mkdocs-material-6.1.7+insiders-1.13.1">
<title>Phone Bluetooth - RAPIDS</title>
<link rel="stylesheet" href="../../assets/stylesheets/main.9526ea36.min.css">
<link rel="stylesheet" href="../../assets/stylesheets/palette.47d7edde.min.css">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,400i,700%7CRoboto+Mono&display=fallback">
<style>body,input{font-family:"Roboto",-apple-system,BlinkMacSystemFont,Helvetica,Arial,sans-serif}code,kbd,pre{font-family:"Roboto Mono",SFMono-Regular,Consolas,Menlo,monospace}</style>
<link rel="stylesheet" href="../../stylesheets/extra.css">
</head>
<body dir="ltr" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue">
<script>var palette=JSON.parse(localStorage.getItem("__palette")||"{}");if(void 0!==palette.color)for(var key in palette.color)document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
<input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
<input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
<label class="md-overlay" for="__drawer"></label>
<div data-md-component="skip">
<a href="#phone-bluetooth" class="md-skip">
Skip to content
</a>
</div>
<div data-md-component="announce">
</div>
<header class="md-header" data-md-component="header">
<nav class="md-header-nav md-grid" aria-label="Header">
<a href="../.." title="RAPIDS" class="md-header-nav__button md-logo" aria-label="RAPIDS">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
</a>
<label class="md-header-nav__button md-icon" for="__drawer">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2z"/></svg>
</label>
<div class="md-header-nav__title" data-md-component="header-title">
<div class="md-header-nav__ellipsis">
<div class="md-header-nav__topic">
<span class="md-ellipsis">
RAPIDS
</span>
</div>
<div class="md-header-nav__topic" data-md-component="header-topic">
<span class="md-ellipsis">
Phone Bluetooth
</span>
</div>
</div>
</div>
<div class="md-header-nav__options">
<button class="md-header-nav__button md-icon" title="Switch to light mode" aria-label="Switch to light mode" data-md-option="palette" data-md-color-scheme="default" data-md-color-primary="blue" data-md-color-accent="blue" data-md-state="hidden">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 7H7a5 5 0 00-5 5 5 5 0 005 5h10a5 5 0 005-5 5 5 0 00-5-5m0 8a3 3 0 01-3-3 3 3 0 013-3 3 3 0 013 3 3 3 0 01-3 3z"/></svg>
</button>
<button class="md-header-nav__button md-icon" title="Switch to dark mode" aria-label="Switch to dark mode" data-md-option="palette" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue" data-md-state="hidden">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M7 10a2 2 0 012 2 2 2 0 01-2 2 2 2 0 01-2-2 2 2 0 012-2m10-3a5 5 0 015 5 5 5 0 01-5 5H7a5 5 0 01-5-5 5 5 0 015-5h10M7 9a3 3 0 00-3 3 3 3 0 003 3h10a3 3 0 003-3 3 3 0 00-3-3H7z"/></svg>
</button>
</div>
<label class="md-header-nav__button md-icon" for="__search">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
</label>
<div class="md-search" data-md-component="search" role="dialog">
<label class="md-search__overlay" for="__search"></label>
<div class="md-search__inner" role="search">
<form class="md-search__form" name="search">
<input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" data-md-state="active" required>
<label class="md-search__icon md-icon" for="__search">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0116 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 019.5 16 6.5 6.5 0 013 9.5 6.5 6.5 0 019.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5z"/></svg>
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
</label>
<button type="reset" class="md-search__icon md-icon" aria-label="Clear" data-md-component="search-reset" tabindex="-1">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41L17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41z"/></svg>
</button>
<div class="md-search__suggest" data-md-component="search-suggest"></div>
</form>
<div class="md-search__output">
<div class="md-search__scrollwrap" data-md-scrollfix>
<div class="md-search-result" data-md-component="search-result">
<div class="md-search-result__meta">
Initializing search
</div>
<ol class="md-search-result__list"></ol>
</div>
</div>
</div>
</div>
</div>
<div class="md-header-nav__source">
<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source">
<div class="md-source__icon md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
</div>
<div class="md-source__repository">
carissalow/rapids
</div>
</a>
</div>
</nav>
</header>
<div class="md-container" data-md-component="container">
<main class="md-main" data-md-component="main">
<div class="md-main__inner md-grid">
<div class="md-sidebar md-sidebar--primary" data-md-component="navigation" >
<div class="md-sidebar__scrollwrap">
<div class="md-sidebar__inner">
<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
<label class="md-nav__title" for="__drawer">
<a href="../.." title="RAPIDS" class="md-nav__button md-logo" aria-label="RAPIDS">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 01-2 2H7a2 2 0 01-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 01-1-1 1 1 0 011-1c.82 0 1.47.08 2 .21V4a2 2 0 012-2h10a2 2 0 012 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
</a>
RAPIDS
</label>
<div class="md-nav__source">
<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source">
<div class="md-source__icon md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05L244 40.45a28.87 28.87 0 00-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 01-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 000 40.81l195.61 195.6a28.86 28.86 0 0040.8 0l194.69-194.69a28.86 28.86 0 000-40.81z"/></svg>
</div>
<div class="md-source__repository">
carissalow/rapids
</div>
</a>
</div>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../.." class="md-nav__link">
Home
</a>
</li>
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-2" type="checkbox" id="nav-2" >
<label class="md-nav__link" for="nav-2">
Setup
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Setup" data-md-level="1">
<label class="md-nav__title" for="nav-2">
<span class="md-nav__icon md-icon"></span>
Setup
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../../file-structure/" class="md-nav__link">
File Structure
</a>
</li>
<li class="md-nav__item">
<a href="../../setup/installation/" class="md-nav__link">
Installation
</a>
</li>
<li class="md-nav__item">
<a href="../../setup/configuration/" class="md-nav__link">
Configuration
</a>
</li>
<li class="md-nav__item">
<a href="../../setup/execution/" class="md-nav__link">
Execution
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-3" type="checkbox" id="nav-3" >
<label class="md-nav__link" for="nav-3">
Example Workflows
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Example Workflows" data-md-level="1">
<label class="md-nav__title" for="nav-3">
<span class="md-nav__icon md-icon"></span>
Example Workflows
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../../workflow-examples/minimal/" class="md-nav__link">
Minimal
</a>
</li>
<li class="md-nav__item">
<a href="../../workflow-examples/analysis/" class="md-nav__link">
Analysis
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4" type="checkbox" id="nav-4" checked>
<label class="md-nav__link" for="nav-4">
Behavioral Features
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Behavioral Features" data-md-level="1">
<label class="md-nav__title" for="nav-4">
<span class="md-nav__icon md-icon"></span>
Behavioral Features
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../feature-introduction/" class="md-nav__link">
Introduction
</a>
</li>
<li class="md-nav__item md-nav__item--active md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4-2" type="checkbox" id="nav-4-2" checked>
<label class="md-nav__link" for="nav-4-2">
Phone
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Phone" data-md-level="2">
<label class="md-nav__title" for="nav-4-2">
<span class="md-nav__icon md-icon"></span>
Phone
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../phone-accelerometer/" class="md-nav__link">
Phone Accelerometer
</a>
</li>
<li class="md-nav__item">
<a href="../phone-activity-recognition/" class="md-nav__link">
Phone Activity Recognition
</a>
</li>
<li class="md-nav__item">
<a href="../phone-applications-foreground/" class="md-nav__link">
Phone Applications Foreground
</a>
</li>
<li class="md-nav__item">
<a href="../phone-battery/" class="md-nav__link">
Phone Battery
</a>
</li>
<li class="md-nav__item md-nav__item--active">
<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
<label class="md-nav__link md-nav__link--active" for="__toc">
Phone Bluetooth
<span class="md-nav__icon md-icon"></span>
</label>
<a href="./" class="md-nav__link md-nav__link--active">
Phone Bluetooth
</a>
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="#rapids-provider" class="md-nav__link">
RAPIDS provider
</a>
</li>
<li class="md-nav__item">
<a href="#doryab-provider" class="md-nav__link">
DORYAB provider
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../phone-calls/" class="md-nav__link">
Phone Calls
</a>
</li>
<li class="md-nav__item">
<a href="../phone-conversation/" class="md-nav__link">
Phone Conversation
</a>
</li>
<li class="md-nav__item">
<a href="../phone-data-yield/" class="md-nav__link">
Phone Data Yield
</a>
</li>
<li class="md-nav__item">
<a href="../phone-light/" class="md-nav__link">
Phone Light
</a>
</li>
<li class="md-nav__item">
<a href="../phone-locations/" class="md-nav__link">
Phone Locations
</a>
</li>
<li class="md-nav__item">
<a href="../phone-messages/" class="md-nav__link">
Phone Messages
</a>
</li>
<li class="md-nav__item">
<a href="../phone-screen/" class="md-nav__link">
Phone Screen
</a>
</li>
<li class="md-nav__item">
<a href="../phone-wifi-connected/" class="md-nav__link">
Phone WiFI Connected
</a>
</li>
<li class="md-nav__item">
<a href="../phone-wifi-visible/" class="md-nav__link">
Phone WiFI Visible
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-4-3" type="checkbox" id="nav-4-3" >
<label class="md-nav__link" for="nav-4-3">
Fitbit
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Fitbit" data-md-level="2">
<label class="md-nav__title" for="nav-4-3">
<span class="md-nav__icon md-icon"></span>
Fitbit
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../fitbit-heartrate-summary/" class="md-nav__link">
Fitbit Heart Rate Summary
</a>
</li>
<li class="md-nav__item">
<a href="../fitbit-heartrate-intraday/" class="md-nav__link">
Fitbit Heart Rate Intraday
</a>
</li>
<li class="md-nav__item">
<a href="../fitbit-sleep-summary/" class="md-nav__link">
Fitbit Sleep Summary
</a>
</li>
<li class="md-nav__item">
<a href="../fitbit-steps-summary/" class="md-nav__link">
Fitbit Steps Summary
</a>
</li>
<li class="md-nav__item">
<a href="../fitbit-steps-intraday/" class="md-nav__link">
Fitbit Steps Intraday
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../add-new-features/" class="md-nav__link">
Add New Features
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-5" type="checkbox" id="nav-5" >
<label class="md-nav__link" for="nav-5">
Visualizations
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Visualizations" data-md-level="1">
<label class="md-nav__title" for="nav-5">
<span class="md-nav__icon md-icon"></span>
Visualizations
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../../visualizations/data-quality-visualizations/" class="md-nav__link">
Data Quality
</a>
</li>
<li class="md-nav__item">
<a href="../../visualizations/feature-visualizations/" class="md-nav__link">
Features
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-6" type="checkbox" id="nav-6" >
<label class="md-nav__link" for="nav-6">
Developers
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Developers" data-md-level="1">
<label class="md-nav__title" for="nav-6">
<span class="md-nav__icon md-icon"></span>
Developers
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../../developers/git-flow/" class="md-nav__link">
Git Flow
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/remote-support/" class="md-nav__link">
Remote Support
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/virtual-environments/" class="md-nav__link">
Virtual Environments
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/documentation/" class="md-nav__link">
Documentation
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/testing/" class="md-nav__link">
Testing
</a>
</li>
<li class="md-nav__item">
<a href="../../developers/test-cases/" class="md-nav__link">
Test cases
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--section md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="nav-7" type="checkbox" id="nav-7" >
<label class="md-nav__link" for="nav-7">
Others
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Others" data-md-level="1">
<label class="md-nav__title" for="nav-7">
<span class="md-nav__icon md-icon"></span>
Others
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../../migrating-from-old-versions/" class="md-nav__link">
Migrating from beta
</a>
</li>
<li class="md-nav__item">
<a href="../../code_of_conduct/" class="md-nav__link">
Code of Conduct
</a>
</li>
<li class="md-nav__item">
<a href="../../faq/" class="md-nav__link">
FAQ
</a>
</li>
<li class="md-nav__item">
<a href="../../team/" class="md-nav__link">
Team
</a>
</li>
<li class="md-nav__item">
<a href="../../change-log/" class="md-nav__link">
Change Log
</a>
</li>
<li class="md-nav__item">
<a href="../../citation/" class="md-nav__link">
Citation
</a>
</li>
</ul>
</nav>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div class="md-sidebar md-sidebar--secondary" data-md-component="toc" >
<div class="md-sidebar__scrollwrap">
<div class="md-sidebar__inner">
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
<label class="md-nav__title" for="__toc">
<span class="md-nav__icon md-icon"></span>
Table of contents
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="#rapids-provider" class="md-nav__link">
RAPIDS provider
</a>
</li>
<li class="md-nav__item">
<a href="#doryab-provider" class="md-nav__link">
DORYAB provider
</a>
</li>
</ul>
</nav>
</div>
</div>
</div>
<div class="md-content">
<article class="md-content__inner md-typeset">
<a href="https://github.com/carissalow/rapids/edit/master/docs/features/phone-bluetooth.md" title="Edit this page" class="md-content__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
</a>
<h1 id="phone-bluetooth">Phone Bluetooth<a class="headerlink" href="#phone-bluetooth" title="Permanent link">&para;</a></h1>
<p>Sensor parameters description for <code>[PHONE_BLUETOOTH]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[TABLE]</code></td>
<td>Database table where the bluetooth data is stored</td>
</tr>
</tbody>
</table>
<h2 id="rapids-provider">RAPIDS provider<a class="headerlink" href="#rapids-provider" title="Permanent link">&para;</a></h2>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>The features of this provider are deprecated in favor of <code>DORYAB</code> provider (see below).</p>
</div>
<div class="admonition info">
<p class="admonition-title">Available time segments and platforms</p>
<ul>
<li>Available for all time segments</li>
<li>Available for Android only</li>
</ul>
</div>
<div class="admonition info">
<p class="admonition-title">File Sequence</p>
<div class="highlight"><pre><span></span><code>- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth_features/phone_bluetooth_<span class="o">{</span>language<span class="o">}</span>_<span class="o">{</span>provider_key<span class="o">}</span>.csv
- data/processed/features/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth.csv<span class="s2">&quot;</span>
</code></pre></div>
</div>
<p>Parameters description for <code>[PHONE_BLUETOOTH][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[COMPUTE]</code></td>
<td>Set to <code>True</code> to extract <code>PHONE_BLUETOOTH</code> features from the <code>RAPIDS</code> provider</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed, see table below</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_BLUETOOTH][PROVIDERS][RAPIDS]</code>:</p>
<table>
<thead>
<tr>
<th>Feature</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><del class="critic">countscans</del></td>
<td>devices</td>
<td>Number of scanned devices during a time segment, a device can be detected multiple times over time and these appearances are counted separately</td>
</tr>
<tr>
<td><del class="critic">uniquedevices</del></td>
<td>devices</td>
<td>Number of unique devices during a time segment as identified by their hardware (<code>bt_address</code>) address</td>
</tr>
<tr>
<td><del class="critic">countscansmostuniquedevice</del></td>
<td>scans</td>
<td>Number of scans of the most sensed device within each time segment instance</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ul>
<li>From <code>v0.2.0</code> <code>countscans</code>, <code>uniquedevices</code>, <code>countscansmostuniquedevice</code> were deprecated because they overlap with the respective features for <code>ALL</code> devices of the <code>PHONE_BLUETOOTH</code> <code>DORYAB</code> provider</li>
</ul>
</div>
<h2 id="doryab-provider">DORYAB provider<a class="headerlink" href="#doryab-provider" title="Permanent link">&para;</a></h2>
<p>This provider is adapted from the work by <a href="../../citation#doryab-bluetooth">Doryab et al</a>. </p>
<div class="admonition info">
<p class="admonition-title">Available time segments and platforms</p>
<ul>
<li>Available for all time segments</li>
<li>Available for Android only</li>
</ul>
</div>
<div class="admonition info">
<p class="admonition-title">File Sequence</p>
<div class="highlight"><pre><span></span><code>- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth_raw.csv
- data/raw/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth_with_datetime.csv
- data/interim/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth_features/phone_bluetooth_<span class="o">{</span>language<span class="o">}</span>_<span class="o">{</span>provider_key<span class="o">}</span>.csv
- data/processed/features/<span class="o">{</span>pid<span class="o">}</span>/phone_bluetooth.csv<span class="s2">&quot;</span>
</code></pre></div>
</div>
<p>Parameters description for <code>[PHONE_BLUETOOTH][PROVIDERS][DORYAB]</code>:</p>
<table>
<thead>
<tr>
<th>Key&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>[COMPUTE]</code></td>
<td>Set to <code>True</code> to extract <code>PHONE_BLUETOOTH</code> features from the <code>DORYAB</code> provider</td>
</tr>
<tr>
<td><code>[FEATURES]</code></td>
<td>Features to be computed, see table below. These features are computed for three device categories: <code>all</code> devices, <code>own</code> devices and <code>other</code> devices.</td>
</tr>
</tbody>
</table>
<p>Features description for <code>[PHONE_BLUETOOTH][PROVIDERS][DORYAB]</code>:</p>
<table>
<thead>
<tr>
<th>Feature&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</th>
<th>Units</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td>countscans</td>
<td>scans</td>
<td>Number of scans (rows) from the devices sensed during a time segment instance. The more scans a bluetooth device has the longer it remained within range of the participant&rsquo;s phone</td>
</tr>
<tr>
<td>uniquedevices</td>
<td>devices</td>
<td>Number of unique bluetooth devices sensed during a time segment instance as identified by their hardware addresses (<code>bt_address</code>)</td>
</tr>
<tr>
<td>meanscans</td>
<td>scans</td>
<td>Mean of the scans of every sensed device within each time segment instance</td>
</tr>
<tr>
<td>stdscans</td>
<td>scans</td>
<td>Standard deviation of the scans of every sensed device within each time segment instance</td>
</tr>
<tr>
<td>countscans<mark class="critic">most</mark>frequentdevice<mark class="critic">within</mark>segments</td>
<td>scans</td>
<td>Number of scans of the <strong>most</strong> sensed device <strong>within</strong> each time segment instance</td>
</tr>
<tr>
<td>countscans<mark class="critic">least</mark>frequentdevice<mark class="critic">within</mark>segments</td>
<td>scans</td>
<td>Number of scans of the <strong>least</strong> sensed device <strong>within</strong> each time segment instance</td>
</tr>
<tr>
<td>countscans<mark class="critic">most</mark>frequentdevice<mark class="critic">across</mark>segments</td>
<td>scans</td>
<td>Number of scans of the <strong>most</strong> sensed device <strong>across</strong> time segment instances of the same type</td>
</tr>
<tr>
<td>countscans<mark class="critic">least</mark>frequentdevice<mark class="critic">across</mark>segments</td>
<td>scans</td>
<td>Number of scans of the <strong>least</strong> sensed device <strong>across</strong> time segment instances of the same type per device</td>
</tr>
<tr>
<td>countscans<mark class="critic">most</mark>frequentdevice<mark class="critic">acrossdataset</mark></td>
<td>scans</td>
<td>Number of scans of the <strong>most</strong> sensed device <strong>across</strong> the entire dataset of every participant</td>
</tr>
<tr>
<td>countscans<mark class="critic">least</mark>frequentdevice<mark class="critic">acrossdataset</mark></td>
<td>scans</td>
<td>Number of scans of the <strong>least</strong> sensed device <strong>across</strong> the entire dataset of every participant</td>
</tr>
</tbody>
</table>
<div class="admonition note">
<p class="admonition-title">Assumptions/Observations</p>
<ul>
<li>Devices are classified as belonging to the participant (<code>own</code>) or to other people (<code>others</code>) using k-means based on the number of times and the number of days each device was detected across each participant&rsquo;s dataset. See <a href="../../citation#doryab-bluetooth">Doryab et al</a> for more details.</li>
<li>If ownership cannot be computed because all devices were detected on only one day, they are all considered as <code>other</code>. Thus <code>all</code> and <code>other</code> features will be equal. The likelihood of this scenario decreases the more days of data you have.</li>
<li>The most and least frequent devices will be the same across time segment instances and across the entire dataset when every time segment instance covers every hour of a dataset. For example, daily segments (00:00 to 23:59) fall in this category but morning segments (06:00am to 11:59am) or periodic 30-minute segments don&rsquo;t.</li>
</ul>
<details class="info"><summary>Example</summary><details class="example"><summary>Simplified raw bluetooth data</summary><p>The following is a simplified example with bluetooth data from three days and two time segments: morning and afternoon. There are two <code>own</code> devices: <code>5C836F5-487E-405F-8E28-21DBD40FA4FF</code> detected seven times across two days and <code>499A1EAF-DDF1-4657-986C-EA5032104448</code> detected eight times on a single day.
<div class="highlight"><pre><span></span><code>local_date segment bt_address own_device
2016-11-29 morning 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2016-11-29 morning 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2016-11-29 morning 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2016-11-29 morning 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2016-11-29 morning 48872A52-68DE-420D-98DA-73339A1C4685 0
2016-11-29 afternoon 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2016-11-29 afternoon 48872A52-68DE-420D-98DA-73339A1C4685 0
2016-11-30 morning 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2016-11-30 morning 48872A52-68DE-420D-98DA-73339A1C4685 0
2016-11-30 morning 25262DC7-780C-4AD5-AD3A-D9776AEF7FC1 0
2016-11-30 morning 5B1E6981-2E50-4D9A-99D8-67AED430C5A8 0
2016-11-30 morning 5B1E6981-2E50-4D9A-99D8-67AED430C5A8 0
2016-11-30 afternoon 55C836F5-487E-405F-8E28-21DBD40FA4FF 1
2017-05-07 morning 5C5A9C41-2F68-4CEB-96D0-77DE3729B729 0
2017-05-07 morning 25262DC7-780C-4AD5-AD3A-D9776AEF7FC1 0
2017-05-07 morning 5B1E6981-2E50-4D9A-99D8-67AED430C5A8 0
2017-05-07 morning 6C444841-FE64-4375-BC3F-FA410CDC0AC7 0
2017-05-07 morning 4DC7A22D-9F1F-4DEF-8576-086910AABCB5 0
2017-05-07 afternoon 5B1E6981-2E50-4D9A-99D8-67AED430C5A8 0
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
2017-05-07 afternoon 499A1EAF-DDF1-4657-986C-EA5032104448 1
</code></pre></div></p>
</details>
<details class="example"><summary>The most and least frequent <code>OTHER</code> devices (<code>own_device == 0</code>) during morning segments</summary><p>The most and least frequent <code>ALL</code>|<code>OWN</code>|<code>OTHER</code> devices are computed within each time segment instance, across time segment instances of the same type and across the entire dataset of each person. These are the most and least frequent devices for <code>OTHER</code> devices during morning segments.
<div class="highlight"><pre><span></span><code>most frequent device across 2016-11-29 morning: &#39;48872A52-68DE-420D-98DA-73339A1C4685&#39; (this device is the only one in this instance)
least frequent device across 2016-11-29 morning: &#39;48872A52-68DE-420D-98DA-73339A1C4685&#39; (this device is the only one in this instance)
most frequent device across 2016-11-30 morning: &#39;5B1E6981-2E50-4D9A-99D8-67AED430C5A8&#39;
least frequent device across 2016-11-30 morning: &#39;25262DC7-780C-4AD5-AD3A-D9776AEF7FC1&#39; (when tied, the first occurance is chosen)
most frequent device across 2017-05-07 morning: &#39;25262DC7-780C-4AD5-AD3A-D9776AEF7FC1&#39; (when tied, the first occurance is chosen)
least frequent device across 2017-05-07 morning: &#39;25262DC7-780C-4AD5-AD3A-D9776AEF7FC1&#39; (when tied, the first occurance is chosen)
most frequent across morning segments: &#39;5B1E6981-2E50-4D9A-99D8-67AED430C5A8&#39;
least frequent across morning segments: &#39;6C444841-FE64-4375-BC3F-FA410CDC0AC7&#39; (when tied, the first occurance is chosen)
most frequent across dataset: &#39;499A1EAF-DDF1-4657-986C-EA5032104448&#39; (only taking into account &quot;morning&quot; segments)
least frequent across dataset: &#39;4DC7A22D-9F1F-4DEF-8576-086910AABCB5&#39; (when tied, the first occurance is chosen)
</code></pre></div></p>
</details>
<details class="example"><summary>Bluetooth features for <code>OTHER</code> devices and morning segments</summary><p>For brevity we only show the following features for morning segments:
<div class="highlight"><pre><span></span><code><span class="nt">OTHER</span><span class="p">:</span>
<span class="nt">DEVICES</span><span class="p">:</span> <span class="p p-Indicator">[</span><span class="s">&quot;countscans&quot;</span><span class="p p-Indicator">,</span> <span class="s">&quot;uniquedevices&quot;</span><span class="p p-Indicator">,</span> <span class="s">&quot;meanscans&quot;</span><span class="p p-Indicator">,</span> <span class="s">&quot;stdscans&quot;</span><span class="p p-Indicator">]</span>
<span class="nt">SCANS_MOST_FREQUENT_DEVICE</span><span class="p">:</span> <span class="p p-Indicator">[</span><span class="s">&quot;withinsegments&quot;</span><span class="p p-Indicator">,</span> <span class="s">&quot;acrosssegments&quot;</span><span class="p p-Indicator">,</span> <span class="s">&quot;acrossdataset&quot;</span><span class="p p-Indicator">]</span>
</code></pre></div></p>
<p>Note that <code>countscansmostfrequentdeviceacrossdatasetothers</code> is all <code>0</code>s because <code>499A1EAF-DDF1-4657-986C-EA5032104448</code> is excluded from the count as is labelled as an <code>own</code> device (not <code>other</code>).
<div class="highlight"><pre><span></span><code>local_segment countscansothers uniquedevicesothers meanscansothers stdscansothers countscansmostfrequentdevicewithinsegmentsothers countscansmostfrequentdeviceacrosssegmentsothers countscansmostfrequentdeviceacrossdatasetothers
2016-11-29-morning 1 1 1.000000 NaN 1 0.0 0.0
2016-11-30-morning 4 3 1.333333 0.57735 2 2.0 2.0
2017-05-07-morning 5 5 1.000000 0.00000 1 1.0 1.0
</code></pre></div></p>
</details>
</details>
</div>
</article>
</div>
</div>
</main>
<footer class="md-footer">
<div class="md-footer-nav">
<nav class="md-footer-nav__inner md-grid" aria-label="Footer">
<a href="../phone-battery/" class="md-footer-nav__link md-footer-nav__link--prev" rel="prev">
<div class="md-footer-nav__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12z"/></svg>
</div>
<div class="md-footer-nav__title">
<div class="md-ellipsis">
<span class="md-footer-nav__direction">
Previous
</span>
Phone Battery
</div>
</div>
</a>
<a href="../phone-calls/" class="md-footer-nav__link md-footer-nav__link--next" rel="next">
<div class="md-footer-nav__title">
<div class="md-ellipsis">
<span class="md-footer-nav__direction">
Next
</span>
Phone Calls
</div>
</div>
<div class="md-footer-nav__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4z"/></svg>
</div>
</a>
</nav>
</div>
<div class="md-footer-meta md-typeset">
<div class="md-footer-meta__inner md-grid">
<div class="md-footer-copyright">
<div class="md-footer-copyright__highlight">
Released under AGPL
</div>
Made with
<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
Material for MkDocs Insiders
</a>
</div>
<div class="md-footer-social">
<a href="https://twitter.com/julio_ui" target="_blank" rel="noopener" title="twitter.com" class="md-footer-social__link">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path d="M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z"/></svg>
</a>
</div>
</div>
</div>
</footer>
</div>
<script src="../../assets/javascripts/vendor.49293c47.min.js"></script>
<script src="../../assets/javascripts/bundle.f4f0c901.min.js"></script><script id="__lang" type="application/json">{"clipboard.copy": "Copy to clipboard", "clipboard.copied": "Copied to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.placeholder": "Type to start searching", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.term.missing": "Missing"}</script>
<script>
app = initialize({
base: "../..",
features: ["navigation.sections", "search.suggest", "search.highlight"],
search: Object.assign({
worker: "../../assets/javascripts/worker/search.0f64ce30.min.js"
}, typeof search !== "undefined" && search),
version: {"method": "mike"}
})
</script>
<script src="https://polyfill.io/v3/polyfill.min.js?features=es6"></script>
<script src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
<script src="../../javascripts/extra.js"></script>
</body>
</html>