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Design and Implementation of an On-body Placement-Aware Smartphone

机译:设计与实施身体放置感知智能手机

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A mobile phone is getting smarter by employing a sensor and awareness of various contexts about a user and the terminal itself. In this paper, we deal with five storing positions of a smart phone on our body as a context: 1) front pocket of trousers, 2) back pocket of trousers, 3) jacket pocket (side), 4) chest pocket, and 5) around the neck (hanging). We propose a method for identifying the five positions with 29 features that characterize specific movements of a terminal at the position during walking. The result of offline experiment shows that an overall accuracy was 72.3% in a strict condition where datasets for a test were obtained from different people whose datasets were utilized for training a classifier. We also present a working prototype system with software framework for Android OS. An event of positional change is delivered to applications that conforms to APIs as well as to existing applications via preference settings. As a proof-of-concept application, a placement-aware heatstroke alerter was developed that tells a user about possible over (under) -estimate of the potential risk based on a storing position.
机译:通过使用传感器和关于用户和终端本身的各种背景的传感器和意识来越来越聪明。在本文中,我们在我们身体上处理五个储存智能手机的位置作为背景:1)裤子的前袋,2)裤子的裤子,3)夹克口袋(侧),4)胸部口袋和5 )周围的脖子(悬挂)。我们提出了一种用于识别具有29个特征的五个位置的方法,其特征在步行期间的位置处的终端的特定运动。离线实验的结果表明,在严格的条件下,整体准确性为72.3%,其中来自用于培训分类器的数据集的不同人获得测试的数据集。我们还提供了一个具有用于Android OS的软件框架的工作原型系​​统。将位置更改的事件传递给符合API的应用程序以及通过首选项设置的现有应用程序。作为概念验证应用,开发了一种放置感知的热艇驱动器,其讲述了基于存储位置的潜在风险的(下面)可以通过(下面)。

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