KALMAN

所属分类:matlab编程
开发工具:matlab
文件大小:169KB
下载次数:107
上传日期:2014-05-21 01:02:25
上 传 者俞毅
说明:  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.)

文件列表:
KALMAN\kalman_temp.m (3147, 2014-05-21)
KALMAN\R较大时卡尔曼滤波结果.png (37318, 2014-05-13)
KALMAN\R较小时卡尔曼滤波结果.png (36493, 2014-05-13)
KALMAN\低通滤波结果.png (35879, 2014-05-13)
KALMAN\低通滤波结果2.png (35759, 2014-05-13)
KALMAN\互补滤波结果.png (41727, 2014-05-13)

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