Lighting is essential in people’s life.Meanwhile,lighting control is a very important part of home automation.With the further development of electronic information technology,cloud computing technology has penetrated into every aspect of life.The traditional lighting equipment not only has large cost of purchasing,high frequency of machine updating,but also has low ability of repeated use.It can not meet the needs of the times.The idea of intelligent lighting system should not only be based on the "perception control" model,but should have the ability to learn and accumulate experience.According to the current demand of intelligent lighting,this paper researches and designs an intelligent lighting system based on cloud platform.The main contents of the article are as follows:First of all,this paper analyze the current development of the intelligent lighting system and the its shortcoming,and then put forward the intelligent lighting system in the article according to the user’s demand for lighting.The system server is transferred to the cloud,and users can control lamps and lanterns at any time by mobile terminals.The local end combines the embedded technology,which is mainly responsible for collecting the data of the lamps and controlling the state of the lamps and lanterns,where the state includes the switch,the brightness,the color and so on.Secondly,this paper studies the intelligent recommendation algorithm based on user behavior analysis.the intelligent recommendation algorithm is realized from the aspect of user behavior analysis,and a large number of lamps and lanterns are used to predict the user’s lamp usage habits and then be recommended to the user.From the algorithm level,we elaborated the characteristics of intelligence more specifically.Next,we start from the overall framework of the system,and research the development and key technologies of the system.An improved user behavior recommendation algorithm is proposed.The hardware architecture of intelligent lighting is based on embedded microprocessor,and the underlying control network is developed on the STM32 development board.The software part is mainly based on cloud server and cloud storage provided by the Ali cloud and cloud storage.Then,the Android client is built with the mobile phone end which is butted with the cloud platform.By analysis of users’ demand for lamps and lanterns,the client has built up a complete operationframework and designed a humanized operation interface.Finally,the design of this system is verified through experiments. |