[1]徐源吾[][],王珣[][]. 基于Hadoop的智能家居信息处理平台[J].计算机技术与发展,2014,24(09):183-186.
　XU Yuan-wu[] [],WANG Xun[][]. nformation Processing Platform of Smart Home Based on Hadoop[J].,2014,24(09):183-186.
点击复制

 基于Hadoop的智能家居信息处理平台()
分享到：

《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]

卷:
24
期数:
2014年09期
页码:
183-186
栏目:
应用开发研究
出版日期:
2014-09-10

文章信息/Info

Title:
 nformation Processing Platform of Smart Home Based on Hadoop
文章编号:
1673-629X（2014）09-0183-04
作者:
 徐源吾[1][2];  王珣[1][3]
1.南京邮电大学 通信与信息工程学院；2.南京邮电大学 通信技术研究所；3. 南京邮电大学 宽带无线通信与传感器技术教育部重点实验室
Author(s):
 XU Yuan-wu[1] [2]; WANG Xun[1][3]
关键词:
 ; 智能家居; 云计算; Hadoop; 分布式并行处理
Keywords:
 ; smart home; cloud computing; Hadoop; distributed parallel processing
分类号:
TP302.1
文献标志码:
A
摘要:
 智能家居包含门禁系统、温湿度系统、室内滴灌系统、照明系统等。每一个系统包含了不同的终端，每一个终端安装有不同的传感器，传感器感知周围环境产生大量数据。用户数的不断增加将产生海量数据。文中针对传统的海量数据处理方法会出现硬件成本高、计算瓶颈等问题，在云计算理论的基础上针对智能家居中的门禁系统、温湿度系统、滴灌系统和照明系统搭建了基于Hadoop的数据处理平台。该平台对大量传感信息进行分布式并行处理，并根据处理结果向底层设备发送指令以实现智慧化服务，有效解决了成本和计算瓶颈问题。
Abstract:
 Smart home includes access control system,temperature and humidity system,indoor drip irrigation system and lighting system etc. Each system includes different terminals and each terminal is equipped with different sensors. Sensor perceives its surroundings and generates large amounts of data. With the increasing number of users,it will generate vast amounts of data. As the traditional method of massive data processing has shortcomings of high cost in hardware and has developed to a bottleneck of calculation,a data processing platform based on cloud computing is designed for the access control system,temperature and humidity system,indoor drip irrigation sys-tem and lighting system. This platform can realize the distributed parallel processing of large amounts of sensor information,and then send commands to the equipment according to the process result to realize the smart service,which effectively solves the problems in cost and bottleneck of calculation.

相似文献/References:

[1]闵丽娟 卢捍华 陈玲 刘剑 闵红涛.智能家居的系统结构及相关无线通信技术研究[J].计算机技术与发展,2011,(08):169.
　MIN Li-juan,LU Han-hua,CHEN Ling,et al.Research of Architecture of Smart Home and Related Wireless Communication Technology[J].,2011,(09):169.
[2]刘礼建 张广明.基于ZigBee无线技术的智能家居管理系统设计[J].计算机技术与发展,2011,(12):250.
　LIU Li-jian,ZHANG Guang-ming.Design of Intelligent Home Control System Based on ZigBee Wireless Technology[J].,2011,(09):250.
[3]付蓉 严建亮.智能家居远程视频监控系统的设计与实现[J].计算机技术与发展,2012,(03):137.
　FU Rong,YAN Jian-liang.Design and Implementation of Remote Video Monitor System at Smart Home[J].,2012,(09):137.
[4]王朝华 陈德艳 黄国宏 童怀.基于Android的智能家居系统的研究与实现[J].计算机技术与发展,2012,(06):225.
　WANG Chao-hua,CHEN De-yan,HUANG Guo-hong,et al.Research and Implementation of Smart Home Based on Android Platform[J].,2012,(09):225.
[5]赵晓东,丁岳伟.基于 Linux 嵌入式的智能家居系统设计[J].计算机技术与发展,2013,(01):201.
　ZHAO Xiao-dong,DING Yue-wei.Embedded Smart Home System Design Based on Linux[J].,2013,(09):201.
[6]赵建华,师振伟.嵌入式Web服务器在智能家居控制系统的实现[J].计算机技术与发展,2013,(03):164.
　ZHAO Jian-hua,SHI Zhen-wei.Realization of Embedded Web Server in Smart Home Control System[J].,2013,(09):164.
[7]杨威,高文华.基于Android的智能家居终端设计与研究[J].计算机技术与发展,2013,(07):245.
　YANG Wei,GAO Wen-hua.Design and Research of Smart Home Terminal Based on Android[J].,2013,(09):245.
[8]张志宏,吴庆波,邵立松,等.基于飞腾平台TOE协议栈的设计与实现[J].计算机技术与发展,2014,24(07):1.
　ZHANG Zhi-hong,WU Qing-bo,SHAO Li-song,et al. Design and Implementation of TCP/IP Offload Engine Protocol Stack Based on FT Platform[J].,2014,24(09):1.
[9]梁文快,李毅. 改进的基因表达算法对航班优化排序问题研究[J].计算机技术与发展,2014,24(07):5.
　LIANG Wen-kuai,LI Yi. Research on Optimization of Flight Scheduling Problem Based on Improved Gene Expression Algorithm[J].,2014,24(09):5.
[10]黄静,王枫,谢志新,等. EAST文档管理系统的设计与实现[J].计算机技术与发展,2014,24(07):13.
　HUANG Jing,WANG Feng,XIE Zhi-xin,et al. Design and Implementation of EAST Document Management System[J].,2014,24(09):13.
[11]金鑫,柏余杰,蔡红霞. 智能家居中语义知识表达及推理研究[J].计算机技术与发展,2014,24(07):63.
　JIN Xin,BAI Yu-jie,CAI Hong-xia. Study of Semantic Knowledge Representation and Reasoning of Smart Home[J].,2014,24(09):63.
[12]王浩,柏余杰,蔡红霞. 地源热泵智能家居控制系统设计与实现[J].计算机技术与发展,2015,25(02):165.
　WANG Hao,BAI Yu-jie,CAI Hong-xia. Design and Implementation of Smart Home Control System of Ground Source Heat Pump[J].,2015,25(09):165.
[13]王怡,鄂旭. 基于物联网无线传感的智能家居研究[J].计算机技术与发展,2015,25(02):234.
　WANG Yi,E Xu. Research on Intelligent Home Furnishing Based on WSN[J].,2015,25(09):234.
[14]易翔,吴蒙. 基于Android和Zigbee的监控系统的实现[J].计算机技术与发展,2015,25(06):234.
　YI Xiang,WU Meng. Implementation of Monitoring System Based on Android and Zigbee[J].,2015,25(09):234.
[15]胡磊,蔡红霞,俞涛. 双重聚类的协同过滤算法在智能家居中的应用[J].计算机技术与发展,2017,27(02):100.
　HU Lei,CAI Hong-xia,YU Tao. Application of Collaborative Filtering Recommendation Based on Double Clustering in Smart Home System[J].,2017,27(09):100.
[16]王伟杰,喻瑛,孙晓辉,等. 智能家居用电优化调度建模及蚁群算法求解[J].计算机技术与发展,2017,27(02):195.
　WANG Wei-jie,YU Ying,SUN Xiao-hui,et al. Modeling of Household Energy Consumption Scheduling and Its Solving with Ant Colony Algorithm[J].,2017,27(09):195.

更新日期/Last Update: 2015-04-01