智能家居的平台化技术,特别是设备智能化集中管控技术是智能家居研究的重要方向。本文针对相关研究对家居场景数据的迫切需求,在现阶段智能家居平台难以提供足够数量与质量的数据样本的前提下,提出一种家居场景数据多源采集体系。该体系构建了一种符合家居场景特征的结构化数据记录规范,并基于问卷调查、在线数据采集网站、家居环境模拟平台三种方案进行数据采集与整理。实验证明,本文所述体系所采集的数据能够有效支撑智能家居领域相关研究。
The technology of smart home platform, especially the centralized and intelligent control mode for smart home devices is an important direction of smart home research. Facing the challenge that smart home platform cannot provide enough high quality data at present, this paper proposes a multi - source data acquisition architecture in order to deal with the lack of data for the smart home re- search. This architecture builds a structured specification of data records to meet the characteristics of the household scene, then col- lects and organizes the data based on questionnaire survey, on -line data collection website and household scene simulation platform. Experiments show that the data collected based on the architecture investigated by this paper can effectively support the research of smart home field.