传感器采样与信息质量:一个起点

Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07) Pub Date : 2007-03-19 DOI:10.1109/PERCOMW.2007.88

C. Bisdikian

{"title":"传感器采样与信息质量:一个起点","authors":"C. Bisdikian","doi":"10.1109/PERCOMW.2007.88","DOIUrl":null,"url":null,"abstract":"Many sensor-based applications (re)act following the detection of certain events of interest. Hence, the effectiveness of these applications depends on the quality of the information (QoI) provided by their sensor-based event detectors. In this paper, we derive relationships between the QoI attributes of timeliness and confidence and the operational characteristics of sensor systems and the events they detect. By building upon the Neyman-Pearson hypothesis testing procedure, we study the dependence of these characteristics and attributes on each other and establish their theoretical performance boundaries","PeriodicalId":352348,"journal":{"name":"Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2007-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"69","resultStr":"{\"title\":\"On Sensor Sampling and Quality of Information: A Starting Point\",\"authors\":\"C. Bisdikian\",\"doi\":\"10.1109/PERCOMW.2007.88\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many sensor-based applications (re)act following the detection of certain events of interest. Hence, the effectiveness of these applications depends on the quality of the information (QoI) provided by their sensor-based event detectors. In this paper, we derive relationships between the QoI attributes of timeliness and confidence and the operational characteristics of sensor systems and the events they detect. By building upon the Neyman-Pearson hypothesis testing procedure, we study the dependence of these characteristics and attributes on each other and establish their theoretical performance boundaries\",\"PeriodicalId\":352348,\"journal\":{\"name\":\"Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-03-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"69\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PERCOMW.2007.88\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PERCOMW.2007.88","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 69

摘要

许多基于传感器的应用程序在检测到感兴趣的某些事件后采取行动。因此，这些应用程序的有效性取决于其基于传感器的事件检测器提供的信息质量(qi)。在本文中，我们推导了时效性和置信度的qi属性与传感器系统及其检测到的事件的运行特征之间的关系。在Neyman-Pearson假设检验程序的基础上，我们研究了这些特征和属性之间的依赖关系，并建立了它们的理论性能边界

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

On Sensor Sampling and Quality of Information: A Starting Point

Many sensor-based applications (re)act following the detection of certain events of interest. Hence, the effectiveness of these applications depends on the quality of the information (QoI) provided by their sensor-based event detectors. In this paper, we derive relationships between the QoI attributes of timeliness and confidence and the operational characteristics of sensor systems and the events they detect. By building upon the Neyman-Pearson hypothesis testing procedure, we study the dependence of these characteristics and attributes on each other and establish their theoretical performance boundaries

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07)

自引率

0.00%

发文量