智能机器人在居家陪伴中的应用

Application of Intelligent Robots in Home Companionship

阐述智能居家机器人的技术特征,其具有高度智能化、较强的自主性、较好的安全性、较高的舒适性,能够为人们提供更为舒适的生活方式,如语音控制、人体感应、记忆功能等。介绍相关算法,包括线性回归、逻辑回归、决策树、朴素贝叶斯、支持向量机、K-最近邻算法、K-均值、随机森林、降维、人工神经网络。

This paper describes the technical characteristics of intelligent home robot technology,which has high intelligence,strong autonomy,good safety,and high comfort.It can provide people with a more comfortable lifestyle,such as voice control,human body sensing,memory function,etc.It introduces related algorithms,including linear regression,logistic regression,decision tree,naive Bayes,support vector machine,K-nearest neighbor algorithm,K-means,random forest,dimensionality reduction,and artificial neural network.