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引用次数: 1
摘要
本文介绍了一个利用模糊逻辑实现物联网系统的框架。该框架提供了通用的模糊成员函数,可针对各种应用实施特定的模糊规则来确定系统输出。这项工作的动机是创建和测试一个灵活的框架,以快速实施物联网应用。实现的通用功能被集成到一个商用硬件平台中。使用 Analog Devices 公司的无线传感器网络 (WSN) 评估工具包对该框架的计算时间和功耗进行了评估。此外,还以一个用于确定个人健康状况的系统为例,说明了如何利用所提出的模糊物联网框架实施应用。
Fuzzy Logic Framework for Internet of Things Systems Implementation
This paper presents a framework to implement an Internet of Things (IoT) system using fuzzy logic. This framework provides general fuzzy membership functions that can be particularized for various applications implementing specific fuzzy rules to determine the system output. The motivation of this work is to create and test a flexible framework for the rapid implementation of IoT applications. Generic functions are implemented that are integrated into a commercial hardware platform. The framework is evaluated in terms of computation time and power consumption using a wireless sensor network (WSN) evaluation kit from Analog Devices. Also, a system for determining a person’s health condition is illustrated as an application implementation example using the proposed fuzzy IoT framework.