物联网和无线传感器网络中的人工智能和计算智能

Galang Persada Nurani Hakim, Diah Septiyana, Iswanto Suwarno
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引用次数: 5

摘要

在这个现代时代,物联网(IoT)和无线传感器网络(WSN)作为其衍生物已经成为最流行和最重要的技术进步之一。在物联网中,现实世界中的所有事物和服务都是数字化的,并且每年都在呈指数级增长。物联网设备数量的增长最终创造了大量的数据和新的数据服务,如大数据系统。这些新技术可以为现有的商业模式创造额外的价值。它还可以提供预测服务,并能够使用计算智能方法产生决策支持。本文详细介绍了计算智能方法在物联网无线传感器网络中的应用。为了建立一个良好的理解,在本文中,我们还提出了物联网WSN中计算智能的各种挑战和问题。在最后的报告中,我们讨论了计算智能在物联网WSN中的应用的未来方向,如自组织网络(动态网络)概念。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Survey Paper Artificial and Computational Intelligence in the Internet of Things and Wireless Sensor Network
In this modern age, Internet of Things (IoT) and Wireless Sensor Network (WSN) as its derivatives have become one of the most popular and important technological advancements. In IoT, all things and services in the real world are digitalized and it continues to grow exponentially every year. This growth in number of IoT device in the end has created a tremendous amount of data and new data services such as big data systems. These new technologies can be managed to produce additional value to the existing business model. It also can provide a forecasting service and is capable to produce decision-making support using computational intelligence methods. In this survey paper, we provide detailed research activities concerning Computational Intelligence methods application in IoT WSN. To build a good understanding, in this paper we also present various challenges and issues for Computational Intelligence in IoT WSN. In the last presentation, we discuss the future direction of Computational Intelligence applications in IoT WSN such as Self-Organizing Network (dynamic network) concept.
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CiteScore
6.30
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