Context Aware Computing for The Internet of Things: A Survey

计算机科学 数据科学 背景(考古学) 步伐 物联网 原始数据 普适计算 中间件(分布式应用) 语境意识 领域(数学) 数据收集 互联网 万维网 人机交互 分布式计算 统计 古生物学 语言学 哲学 数学 大地测量学 电话 纯数学 生物 程序设计语言 地理
作者
Charith Perera,Arkady Zaslavsky,Peter Christen,Dimitrios Georgakopoulos
出处
期刊:IEEE Communications Surveys and Tutorials [Institute of Electrical and Electronics Engineers]
卷期号:16 (1): 414-454 被引量:2665
标识
DOI:10.1109/surv.2013.042313.00197
摘要

As we are moving towards the Internet of Things (IoT), the number of sensors deployed around the world is growing at a rapid pace. Market research has shown a significant growth of sensor deployments over the past decade and has predicted a significant increment of the growth rate in the future. These sensors continuously generate enormous amounts of data. However, in order to add value to raw sensor data we need to understand it. Collection, modelling, reasoning, and distribution of context in relation to sensor data plays critical role in this challenge. Context-aware computing has proven to be successful in understanding sensor data. In this paper, we survey context awareness from an IoT perspective. We present the necessary background by introducing the IoT paradigm and context-aware fundamentals at the beginning. Then we provide an in-depth analysis of context life cycle. We evaluate a subset of projects (50) which represent the majority of research and commercial solutions proposed in the field of context-aware computing conducted over the last decade (2001-2011) based on our own taxonomy. Finally, based on our evaluation, we highlight the lessons to be learnt from the past and some possible directions for future research. The survey addresses a broad range of techniques, methods, models, functionalities, systems, applications, and middleware solutions related to context awareness and IoT. Our goal is not only to analyse, compare and consolidate past research work but also to appreciate their findings and discuss their applicability towards the IoT.
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