教程:物联网和即将到来的无线传感器网络与大数据在地图服务中的应用相关;智慧城市的问题

Víctor González-Jaramillo
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引用次数: 13

摘要

几年前,我们常常谈论一个非常遥远的未来,一个人们可以通过小型设备获取服务和信息的梦想;在那里我们可以获取信息,打电话,看视频和浏览地图。遥远的未来并不遥远,实际上,技术的进步涉及到更强大的硬件,这些硬件每天都在变成拥有大资源的小型设备[14]。即将到来的电子技术的发展使得这些设备可以集成到智能网络中[8];这些网络被称为无线传感器网络(WSN);[13])。WSN不需要物理连接,它们使用ZigBEE、WiFi、蓝牙、GSM等通信系统[7]。每个被称为“蛾”的独立设备都具有自主通信、存储数据、自动组织和恢复网络通信的特性,使网络能够自主地执行工作,并具有连接互联网的可能性。这些特征让所谓的物联网(IoT)出现,这是在20世纪90年代初创造的短语,日常物品具有网络连接,允许它们发送和接收数据[1]。自从这些天以来,技术有了指数级的进步,现在有可能找到能够实时观测地球的设备[11,15,4]。所有收集到的信息都使用云和非云存储[3]。这些系统允许存储大量数据[6],这些数据是从集成在物联网概念中的设备[5]收集的(特别是来自智能手机、GPS设备和各种地球观测传感器的收入)。对这些大数据(其中一些是空间信息)的分析将有助于在公共管理、环境、城市服务等具体领域进行处理并找到相关解决方案[12]。而且,一开始被描述为稀疏信息的数据,开始收敛成一个形状。这种形状可以看作是地图,可以是纸质地图,也可以是数字地图。将信息表示成地图与广泛的学科有关,这个概念并不新鲜,但迄今为止它所达到的增强是令人难以置信的,特别是互联网上提供的数字信息,可以通过电子设备(智能手机、平板电脑和电脑)访问。由于空间数据基础设施(SDI)的实施,电子政务服务将提高效率,从而提高公民满意度[9]。开放地理空间联盟(OCG)对SDI的良好发展起着重要的作用。OGC是一个由公司、政府机构和大学组成的国际行业联盟,参与制定公开可用的接口标准的共识过程[10]。最流行的OGC标准之一是Web地图服务(Web Map Service, WMS),它允许显示空间信息,被认为是许多服务开发的基础,公民可以通过这种方式访问电子政务服务(例如地籍,[2])和电子民主。在这次演讲中,我的目标是介绍一些现代社会和智慧城市发展中必不可少的概念。物联网、大数据和地图等概念不仅可以收集或仅仅可视化信息;这些措施促进了电子服务的普及,也可用于应对有限资源的良好管理所带来的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tutorial: Internet of Things and the upcoming wireless sensor networks related with the use of big data in mapping services; issues of smart cities
Some years ago we used to talk about a very far future, a dream in where people can access to services and information into small devices; in which we can accesses to information, make calls, watch videos and surf maps. That far future is not so far, actually the advance of technology involves a more powerful hardware which is day to day is becoming into small devices with big resources [14]. The upcoming development of electronic allows that these devices could be integrated into smart networks [8]; these networks are called Wireless Sensor Networks (WSN; [13]). WSN do not need physical connections, they use communication systems such as ZigBEE, WiFi, Bluetooth, GSM [7]. Each individual device called moth have autonomous characteristics of communications, storage of data, automatic organization and recovery of the network communication among others that allow the network performs an autonomous work, with the possibility of Internet connection. These characteristic let emerge the so called Internet of Things (IoT), phrase that was coined in the early 1990's, where everyday objects have network connectivity, allowing them to send and receive data [1]. Since these days, technology has an exponential advance and now it is possible to find devices that permit earth observations in real time [11,15,4]. All this collected information use cloud and no-cloud storage [3]. These systems allow to store big amounts of data [6], that is collected from devices integrated in the concept of IoT [5] (especially incomes from smartphones, GPS's devices and various earth observation sensors). The analysis of this big data (some of them spatial information) will be helpful in treatment and finding related solutions in specific areas such as public administration, environment, urban services, etc. [12]. Also, the data that at the beginning was depicted like sparse information, it begins to converge into a shape. This shape can be seen like maps that could be paper maps or digital ones. The representation of the information into maps is linked to a wide range of disciplines and the concept is not new but the enhancement that it has reached until now is incredible, especially the digital information given in Internet which could be accessed by electronic devices (smart phones, tablets and computers). E-government services would improve efficiency and consequently citizen's satisfaction due to the implementation of Spatial Data Infrastructure (SDI, [9]). In order to good development of SDI, the Open Geospatial Consortium (OCG) has an important role. OGC is an international industry consortium of companies, government agencies and universities participating in a consensus process to develop publicly available interface standards [10]. One of the most popular OGC standards is the Web Map Service (WMS) that allows to show spatial information, considered fundamental for the development of many of the services in the way that a citizen can access to e-government services (e.g., cadastre, [2]) and e-democracy. In this talk, the objective is to introduce some concepts considered essential in the development of the modern society and smart cities. Concepts such as IoT, big data and mapping not only allow the collection or merely visualization of information; these promote the enhancement of access to e-services, also they could be used to face challenges that a good administration of the limited resources implies.
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