Application and research of smart home appliance integration for elderly healthcare based on multi-agent system
CHEN Changyun
YIN Deshuai
LUAN Lin
ZHANG Ke
LIU Gang
Abstract：With the intensification of global population aging,the demand for elderly healthcare is increasingly urgent.Traditional health monitoring systems rely on wearable devices or single-point sensors,facing issues such as low compliance,data isolation,and poor user experience.Proposes an AI-driven multi-agent healthcare system in smart home environments,utilizing smart appliances(e.g.,refrigerators,mattresses,toilets)as behavior-sensing nodes to collect real-time behavioral data(e.g.,usage frequency,pressure distribution,toileting patterns).The system employs the LangGraph framework for multi-agent task coordination,integrating modules for health monitoring,device control,and behavior understanding,while analyzing health trends through expert rules and machine learning.By leveraging the"appliance-as-sensor"concept and user-friendly notification mechanisms,this system significantly enhances elderly user experience and addresses accessibility and privacy concerns,offering a novel solution for integrating smart homes with elderly care.
Keywords：Smart homeAI multi-agentElderly healthSmart appliancesHealth data analysisLangGraph frameworkBehavior recognitionHealth assessment
Publication Date：2025-12-09
Online Publishing Date：2026-01-06(First online date of this platform, not the publication date of the document)
Pages：5( 380-384 )