Data from sensorarray are often arranged in three-dimension as sample x time x sensor. Traditional methods are mainly used for two-dimension data. When such methods are applied, some time-profile information will los...
详细信息
ISBN:
(纸本)9783038350033
Data from sensorarray are often arranged in three-dimension as sample x time x sensor. Traditional methods are mainly used for two-dimension data. When such methods are applied, some time-profile information will lost. To acquire the information of samples, sensors and times more exactly, parallel factor analysis (PARAFAC) is investigated to deal with three-way data array. Through the analysis and classification of three kinds of oil odor samples, the performance of PARAFAC in gas sensorarray signal analysis is verified and validated.
暂无评论