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Combining a Multi-Agent System and Communication Middleware for Smart Home Control: A Universal Control Platform Architecture

机译:结合多智能体系统和通信中间件实现智能家居控制:通用控制平台架构

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摘要

In recent years, the smart home field has gained wide attention for its broad application prospects. However, families using smart home systems must usually adopt various heterogeneous smart devices, including sensors and devices, which makes it more difficult to manage and control their home system. How to design a unified control platform to deal with the collaborative control problem of heterogeneous smart devices is one of the greatest challenges in the current smart home field. The main contribution of this paper is to propose a universal smart home control platform architecture (IAPhome) based on a multi-agent system and communication middleware, which shows significant adaptability and advantages in many aspects, including heterogeneous devices connectivity, collaborative control, human-computer interaction and user self-management. The communication middleware is an important foundation to design and implement this architecture which makes it possible to integrate heterogeneous smart devices in a flexible way. A concrete method of applying the multi-agent software technique to solve the integrated control problem of the smart home system is also presented. The proposed platform architecture has been tested in a real smart home environment, and the results indicate that the effectiveness of our approach for solving the collaborative control problem of different smart devices.
机译:近年来,智能家居领域因其广阔的应用前景而受到广泛关注。但是,使用智能家居系统的家庭通常必须采用各种异构智能设备,包括传感器和设备,这使得管理和控制其家庭系统更加困难。如何设计一个统一的控制平台来解决异构智能设备的协同控制问题是当前智能家居领域面临的最大挑战之一。本文的主要贡献是提出一种基于多代理系统和通信中间件的通用智能家居控制平台架构(IAPhome),该架构在异构设备连接,协作控制,人机交互等许多方面都显示出显着的适应性和优势。计算机交互和用户自我管理。通信中间件是设计和实现此体系结构的重要基础,该体系结构使得可以灵活地集成异构智能设备成为可能。提出了应用多智能体软件技术解决智能家居系统集成控制问题的具体方法。所提出的平台架构已在真实的智能家居环境中进行了测试,结果表明我们的方法解决了不同智能设备的协同控制问题的有效性。

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