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Soft sensors are used to infer the quality variable from easy-to-measure process variables. The conventional static soft sensor is incapable of handling the dynamic of processes. For data-based soft sensor development, with abundance of the raw sensor data, the problem of variable correlations and large number of sample are encountered. This work presents a latent variable model (LVM) based active...
In order to synthesize a desired spatial beampattern, which is mapped into a waveform correlation matrix, a computationally attractive method is proposed in this paper. This method decomposes the correlation matrix into a spatial direction matrix (SDM) and a temporal division matrix (TDM). Then the SDM is formed by using a set of transmit steering vectors, whose angles can be estimated by MUSIC, and...
Transformational leadership is viewed as "universal across cultures", but "the way it exert influence are culturally specific". In the process of opening the black box of transformational leadership mechanism, cultural context is one of most remarkable variable among empirical studies. In this study, we conducted a meta-analysis to classify the differences of the relationship between...
The synthesis of individual virtual auditory system (VAS) is an important and state-of-the-art technology in virtual reality. One of the key factors for individual VAS is to obtain a set of proper head related transfer functions (HRTFs). A personalization method is presented in this paper. First, multiple linear regression analysis is applied to get the linear relationship between HRTFs and some anthropometric...
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