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音圈电机定位的神经网络PID前馈控制方法 被引量:3
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作者 杨风开 杨红亮 程素霞 《电气传动》 北大核心 2019年第8期62-65,79,共5页
根据摄像头模组封装生产定位的控制特点,分析了音圈电机定位系统的数学模型,提出了音圈电机定位的神经网络PID前馈控制模型,利用BP神经网络在线自整定PID参数。为弥补BP神经网络的不足,对BP神经网络算法进行了改进。将所提出的模型用于... 根据摄像头模组封装生产定位的控制特点,分析了音圈电机定位系统的数学模型,提出了音圈电机定位的神经网络PID前馈控制模型,利用BP神经网络在线自整定PID参数。为弥补BP神经网络的不足,对BP神经网络算法进行了改进。将所提出的模型用于摄像头模组校正装置上,实验和应用结果表明,所提出的控制模型具有较高的定位精度、较快的调节速度,能够满足提高生产效率的实际需要,可以应用于电子产品封装等类似工程领域。 展开更多
关键词 封装定位 音圈电机 BP神经网络 PID前馈控制 自整定
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Location algorithm for seal imprints on Chinese bank-checks based on region growing 被引量:5
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作者 CHEN Li-jiang LIU Tie-gen +3 位作者 CHEN Jia-Jia ZHU Jun-chao DENG Ji-Jie MA She-xiang 《Optoelectronics Letters》 EI 2006年第2期155-157,共3页
The paper focuses on location of seal imprints on Chinese bank-checks based on region growing.Region growing method can be applied to searching and locating connection region in an image.A seal imprint,however,is gene... The paper focuses on location of seal imprints on Chinese bank-checks based on region growing.Region growing method can be applied to searching and locating connection region in an image.A seal imprint,however,is generally composed of various connection regions which are unconnected to each other.In order to locate the seal imprint,these connection regions must be fused together.In the paper,an algorithm for locating seal imprints on Chinese bankchecks based on region growing is proposed, of which a fusion criterion for connection regions in a seal imprint is put forth based on the image feature of Chinese bankcheck,and a center-rays model is proposed to find the topological relationship between connection regions,for which externally-tangent rectangle of region is used as the mark of location of region.The location experiment is achieved with a false-acceptance rate of 7.1% and a false-rejection rate of 0% on Chinese bankcheck. 展开更多
关键词 定位算法 封装技术 图象识别 射线模式
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