| 基于聚类分析的通用自学习远程遥控装置 |
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| 引用本文： | 汪金积,孙自强. 基于聚类分析的通用自学习远程遥控装置[J]. 华东理工大学学报(自然科学版), 2002, 0(Z1) |
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| 作者姓名： | 汪金积 孙自强 |
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| 作者单位： | 华东理工大学信息科学与工程学院 上海200237(汪金积)，华东理工大学信息科学与工程学院 上海200237(孙自强) |
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| 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。
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| 关 键 词： | 红外遥控 自学习算法 聚类分析 压缩编码 智能家电 |
Universal Self-taught Remote Infrared Transceiver Based on Clustering Analysis |
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| WANG Jin ji,SUN Zi qiang. Universal Self-taught Remote Infrared Transceiver Based on Clustering Analysis[J]. Journal of East China University of Science and Technology, 2002, 0(Z1) |
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| Authors: | WANG Jin ji SUN Zi qiang |
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| Affiliation: | WANG Jin ji,SUN Zi qiang * |
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| Abstract: | 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. |
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| Keywords: | infrared remote control self taught clustering analysis data compressing and coding intelligent electric appliance |
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