文件名称:KALMAN
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用Matlab实现了简单的卡尔曼滤波,应用于一个温度测量实例中:假想有这样一间教室:实际温度:30 + sin(t / 10),某人根据以往经验,知道温度的变化规律,但他每分钟估计温度值,都比之前高估0.03度,房间中有一个温度计,但测量值存在随机误差。并附加测试结果图,对比了互补滤波、卡尔曼滤波、低通滤波的结果。-Matlab achieved with a simple Kalman filter, a temperature measurement used in the example: There is such a hypothetical classroom: the actual temperature: 30+ sin (t/10), a person based on past experience, that variation in temperature, but He estimated that every minute temperature, than previously overestimated 0.03 degrees, the room has a thermometer, but the presence of random measurement errors. Additional test results and FIG contrast complementary filter, Kalman filter, low pass filtering the results.
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下载文件列表
KALMAN/kalman_temp.m
KALMAN/R较大时卡尔曼滤波结果.png
KALMAN/R较小时卡尔曼滤波结果.png
KALMAN/低通滤波结果.png
KALMAN/低通滤波结果2.png
KALMAN/互补滤波结果.png
KALMAN/R较大时卡尔曼滤波结果.png
KALMAN/R较小时卡尔曼滤波结果.png
KALMAN/低通滤波结果.png
KALMAN/低通滤波结果2.png
KALMAN/互补滤波结果.png
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