基于聚类分析的通用自学习远程遥控装置  

Universal Self-taught Remote Infrared Transceiver Based on Clustering Analysis

作　　者：汪金积 孙自强 

机构地区：华东理工大学信息科学与工程学院 华东理工大学信息科学与工程学院 上海200237 上海200237

出　　处：《华东理工大学学报（社会科学版）》2002年第S1期81-83,共3页Journal of East China University of Science and Technology：Social Science Edition

摘　　要： 分析了国内外红外遥控的脉冲编码方式及码流模式。提出一种基于聚类分析的自学习算法和数据编码压缩方法 ,以增强自学习的抗干扰能力和通用性。并给出通用自学习远程遥控装置的软硬件设计方案。实践证明该装置能学习大多数家用电器的红外遥控信号 ,实现远程控制功能。This paper analyzes the models of code flow and impulse coding of remote infrared control signals, and presents a self taught algorithm based on clustering analysis and a method of compressing and coding data to enhance its anti interference ability and availability. A concept design of software and hardware for universal self taught remote transceiver has also been developed. Experiment results show that the transceiver can learn remote infrared signals from most electric appliances and control them.

关 键 词：红外遥控 自学习算法 聚类分析 压缩编码 智能家电 

分 类 号：TP872[自动化与计算机技术—检测技术与自动化装置]