物联网(IOT)身份识别方法综述

Sana Abdelaziz Bkheet, J. I. Agbinya
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引用次数: 9

摘要

物联网(Internet of Things, IOT)是源于传感器网络领域的一项新兴技术。它受到了极大的关注,因为它涉及到我们日常生活的大多数方面。物联网的愿景是通过为每个对象分配唯一标识符,使各种对象成为互联网的一部分,使对象能够在相同或不同的环境中相互通信。物联网可以通过数据通信网络收集、处理和交换数据。识别物体的方法有很多;有些从物联网创新之初就存在,如射频识别(RFID)、条形码/二维码、IP地址、电子产品代码(EPC)等。物联网领域的不断发展以及每天大量的物体接入互联网,需要一种改进的识别方法来应对这一领域的快速发展。最近提出了许多基于计算机视觉、指纹识别和机器学习等各种技术的现代方法。本文介绍了物联网的概述,并讨论了其基本要素;它主要关注物联网的识别,这被认为是物联网系统所依赖的主要部分。本文讨论了现有的物联网识别方法。此外,本文还对近年来文献中提出的现代鉴定方法进行了综述。
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A Review of Identity Methods of Internet of Things (IOT)
The Internet of Things (IOT) is a recent technology originating from the field of sensor networks. It has received significant attention because it is involved in most aspects of our daily lives. The IOT vision makes objects of various kinds become part of the Internet by assigning each object a unique identifier, enabling objects to communicate with each other in the same or different environments. IOT can collect, process, and exchange data via a data communication network. There are many methods for identifying objects; some have existed since the beginning of IOT innovation, such as Radio Frequency Identification (RFID), Barcode/2D code, IP address, Electronic Product Codes (EPC), etc. Continuous development in IOT domain and the large number of objects connected to the Internet daily require an improved identification method to cope with the rapid development in this field. Many modern methods have been proposed recently, based on various technologies such as computer vision, fingerprinting, and machine learning. This paper introduces an overview of IOT and discusses its fundamental elements; it mainly focuses on identification of IOT which is considered the main part that the IOT systems rely on. The paper discusses the existing identification methods for IOT. Moreover, it provides a review of the modern identification methods proposed in recent literature.
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