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The least square support vector machine (LSSVM) is a powerful statistic learning technique used to solve various nonlinear problems and has gained attentions in modeling of SRMs. But the conventional SRM model based on LSSVM has two defects, one is the large error of the torque owing to the cascade of single-output LSSVMs, the other is the low generalization ability of the SRM model caused by the...
Piezoelectric ceramic hydrophone is an important unit to modern acoustic equipments. On-line resistance and capacitance measurement should be provided in order to achieve better working quality and easily maintaining because acoustic cables are made up of many sealed hydrophones. But traditional measurement is so complex that it is difficult to achieve smaller structure and low cost. Based on the...
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