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    张晓华

    • 教授     博士生导师 硕士生导师
    • 性别:男
    • 毕业院校:哈尔滨工业大学
    • 学位:博士
    • 所在单位:电气工程学院
    • 学科:电力电子与电力传动
    • 办公地点:大连市高新区凌工路 2 号电气楼 405 室
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    论文成果

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    Attitude Estimation of Crane Hook Based on Adaptive Complementary Filter with Outlier Rejection

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      发布时间:2019-03-11

      论文类型:会议论文

      发表时间:2014-01-01

      收录刊物:CPCI-S、SCIE

      页面范围:498-504

      摘要:This paper considers the problem of the crane hook attitude estimation under the complex industrial environment such as magnetic interference, windy condition and obstructed view. A wireless inertial measurement unit is developed using adaptive complementary filter. In the data preprocessing, an improved method is proposed to reject the outliers. After a detailed analysis of conventional complementary filter algorithm, fusing the data acquired from Micro-Electro-Mechanical Systems (MEMS) accelerometer and gyroscope based on the adaptive complementary filter algorithm is designed. This makes the designed unit achieve the real-time attitude measurement. The experimental result indicates that the application of MEMS inertial sensors using this algorithm can realize high precision without affecting the crane operation by the wireless transmission which has a potential application prospect.