{"id":1787,"date":"2018-03-03T18:50:17","date_gmt":"2018-03-03T09:50:17","guid":{"rendered":"http:\/\/research.itplants.com\/?p=1787"},"modified":"2018-03-06T18:04:01","modified_gmt":"2018-03-06T09:04:01","slug":"3%e8%bb%b8%e7%a3%81%e6%b0%97%e3%82%bb%e3%83%b3%e3%82%b5%e3%83%bclis3md%e3%81%ae%e6%a4%9c%e8%a8%8e","status":"publish","type":"post","link":"https:\/\/research.itplants.com\/?p=1787","title":{"rendered":"3\u8ef8\u78c1\u6c17\u30bb\u30f3\u30b5\u30fcLIS3MD\u306e\u691c\u8a0e"},"content":{"rendered":"<p>3\u8ef8\u3067\u78c1\u6c17\u3092\u6e2c\u5b9a\u3067\u304d\u308bLIS3MD\u306e\u691c\u8a0e\u3092\u3057\u3066\u307f\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u30ab\u30e1\u30e9\u3092\u52d5\u304b\u3059\u3068\u3001\u3069\u306e\u65b9\u5411\u3092\u898b\u3066\u3044\u308b\u306e\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308b\u306e\u3067\u3001\u5730\u78c1\u6c17\u3067\u65b9\u4f4d\u3092\u53d6\u5f97\u3057\u3088\u3046\u3068\u8003\u3048\u305f\u304b\u3089\u3067\u3059\u3002\u4f55\u6545\u3001\uff13\u8ef8\u3082\u5fc5\u8981\u306a\u306e\u304b\u3001\u6700\u521d\u306f\u5206\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\uff13\u8ef8\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5\u30fc\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u3046\u5834\u5408\u306b\uff13\u8ef8\u5fc5\u8981\u306b\u306a\u308b\u8a33\u3067\u3059\u3002\u666e\u901a\u306b\u3001\u6c34\u5e73\u306b\u7f6e\u3044\u3066\u4f7f\u3046\u5206\u306b\u306f\u3001\uff12\u8ef8\u3067\u5341\u5206\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>LIS3MD\u306f\u3001I2C\u3067Raspberry Pi Model3\u306b\u63a5\u7d9a\u3057\u307e\u3057\u305f\u3002\u30a2\u30c9\u30ec\u30b9\u306f0x1E\u3067\u3057\u305f\u3002<\/p>\n<p>\u78c1\u6c17\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u6700\u521d\u306b\u3001\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002\u30bb\u30f3\u30b5\u30fc\u3092\u6c34\u5e73\u72b6\u614b\u3067\u4e00\u56de\u308a\u56de\u8ee2\u3055\u305b\u307e\u3059\u3002\u56de\u8ee2\u4e2d\u306e\u51fa\u529b\u5024\u3092\u8a18\u9332\u3059\u308b\u3068\u3001XY\u30b0\u30e9\u30d5\u304c\u3067\u304d\u307e\u3059\u3002\u7406\u60f3\u72b6\u614b\u3067\u306f\u3001\u539f\u70b9\u4e2d\u5fc3\u306e\u5b8c\u5168\u306a\u5186\u306b\u306a\u308b\u306f\u305a\u3067\u3059\u304c\u3001\u5b9f\u969b\u306b\u306f\u3001\u5468\u8fba\u306e\u78c1\u6c17\u306b\u5f71\u97ff\u3055\u308c\u308b\u306e\u3067\u5186\u306b\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u539f\u70b9\u304b\u3089\u305a\u308c\u305f\u6955\u5186\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/3a3d3e767e7b3c7963cf27edf5404d81.jpg\" data-rel=\"lightbox-image-0\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1788\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/3a3d3e767e7b3c7963cf27edf5404d81.jpg\" alt=\"\" width=\"982\" height=\"782\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/3a3d3e767e7b3c7963cf27edf5404d81.jpg 982w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/3a3d3e767e7b3c7963cf27edf5404d81-300x239.jpg 300w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/3a3d3e767e7b3c7963cf27edf5404d81-768x612.jpg 768w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/3a3d3e767e7b3c7963cf27edf5404d81-320x255.jpg 320w\" sizes=\"(max-width: 982px) 100vw, 982px\" \/><\/a><\/p>\n<p>\u5148\u305a\u306f\u3001Z\u5024\u304c\u5927\u304d\u304f\u5916\u308c\u305f\u90e8\u5206\u3092\u524a\u9664\u3057\u3001X,Y\u306e\u5e73\u5747\u5024\u3092\u5dee\u3057\u5f15\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/750da1fc783d0db341f40bc626a4ee4e.jpg\" data-rel=\"lightbox-image-1\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1789\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/750da1fc783d0db341f40bc626a4ee4e.jpg\" alt=\"\" width=\"996\" height=\"746\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/750da1fc783d0db341f40bc626a4ee4e.jpg 996w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/750da1fc783d0db341f40bc626a4ee4e-300x225.jpg 300w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/750da1fc783d0db341f40bc626a4ee4e-768x575.jpg 768w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/750da1fc783d0db341f40bc626a4ee4e-320x240.jpg 320w\" sizes=\"(max-width: 996px) 100vw, 996px\" \/><\/a><\/p>\n<p>\u539f\u70b9\u306b\u5bc4\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u3053\u3053\u304b\u3089\u3001\u6955\u5186\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3057\u307e\u3059\u3002<\/p>\n<p>Python\u306escipy\u3092\u4f7f\u3048\u3070\u3001\u69d8\u3005\u306a\u95a2\u6570\u3092\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1.png\" data-rel=\"lightbox-image-2\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1790\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1.png\" alt=\"\" width=\"640\" height=\"480\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1.png 640w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1-300x225.png 300w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1-320x240.png 320w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/a><\/p>\n<p>\u898b\u4e8b\u306b\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u3067\u304d\u3066\u3044\u307e\u3059\u3002\u6955\u5186\u8fd1\u4f3c\u306epython\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3067\u3059\u3002python3\u3067matplot\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306e\u306b\u3001\u3061\u3087\u3063\u3068\u624b\u9593\u53d6\u308a\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>\u5f8c\u306f\u3001\u30e2\u30fc\u30bf\u30fc\u3067\u56de\u8ee2\u3055\u305b\u3066\u3001\u81ea\u52d5\u7684\u306b\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53d6\u308c\u308b\u3088\u3046\u306b\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002\u4e0a\u624b\u304f\u884c\u3051\u3070\u3001\u30ab\u30e1\u30e9\u304c\u64ae\u5f71\u3057\u3066\u3044\u308b\u65b9\u89d2\u304c\u8a18\u9332\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n#!\/usr\/bin\/python3\r\nimport numpy as np\r\nfrom scipy import odr\r\nfrom scipy import optimize\r\nfrom matplotlib.patches import Ellipse\r\nimport matplotlib.pyplot as plt\r\nfrom scipy.stats import norm\r\n\r\ndef f(B, x):\r\n    return ((x&#x5B;0]\/B&#x5B;0])**2+(x&#x5B;1]\/B&#x5B;1])**2-1.)\r\n\r\n#Least squares method with scipy.optimize\r\ndef fit_func(parameter,xy):\r\n    a = parameter&#x5B;0]\r\n    b = parameter&#x5B;1]\r\n    c = parameter&#x5B;2]\r\n    residual = (a*xy&#x5B;0]+b*xy&#x5B;1]+c)\r\n    return residual\r\n\r\ndef f(B, x):\r\n    return ((x&#x5B;0]\/B&#x5B;0])**2+(x&#x5B;1]\/B&#x5B;1])**2-1.)\r\n\r\nif __name__ == '__main__':\r\n    file_id = 'magdir.csv'\r\n    file_path = '.\/'\r\n\r\n    rfile = file_path + file_id\r\n    data = np.loadtxt(rfile, comments='#' ,delimiter=',')\r\n\r\n    x_csv = data&#x5B;:,0]\r\n    y_csv = data&#x5B;:,1]\r\n\r\n    # sub average\r\n    x_ave=np.average(x_csv)\r\n    y_ave=np.average(y_csv)\r\n    x_csv = x_csv-x_ave\r\n    y_csv = y_csv-y_ave\r\n\r\n    xy = np.array(&#x5B;x_csv, y_csv])\r\n\r\n    #mdr = odr.Model(f, implicit=True)\r\n    mdr = odr.Model(g, implicit=True)\r\n    mydata = odr.Data(xy,y=1)\r\n    #myodr = odr.ODR(mydata, mdr, beta0=&#x5B;1., 2.])\r\n    myodr = odr.ODR(mydata, mdr, beta0=&#x5B;1., 2.,3.,4.])\r\n    myoutput = myodr.run()\r\n    myoutput.pprint()\r\n\r\n    ax = plt.subplot(111, aspect='equal')\r\n    plt.scatter(x_csv, y_csv) # raw data with randomness\r\n\r\n    ell = Ellipse(xy=(0., 0.), width=2.*myoutput.beta&#x5B;0], height=2.*myoutput.beta&#x5B;1], angle=0.0)\r\n    ell.set_facecolor('none')\r\n    ell.set_edgecolor('black')\r\n    ax.add_artist(ell) # fitted curve\r\n    plt.grid()\r\n    plt.show()\r\n    plt.show()\r\n<\/pre>\n<p>\u305d\u306e\u5f8c\u30018BYJ-48 Stepper Motor\u3068\u3044\u3046\u30b9\u30c6\u30c3\u30d4\u30f3\u30b0\u30e2\u30fc\u30bf\u30fc\u3067\u30bb\u30f3\u30b5\u30fc\u3092\u56de\u8ee2\u3055\u305b\u3066\u518d\u6e2c\u5b9a\u3057\u307e\u3057\u305f\u30028BYJ-48 Stepper Motor\u306f\u3001\u5b89\u4fa1\u306a\u30b9\u30c6\u30c3\u30d4\u30f3\u30b0\u30e2\u30fc\u30bf\u30fc\u3067\u3059\u3002RaspberryPi\u30674\u5c64\u306e\u56de\u8ee2\u30d1\u30eb\u30b9\u3092\u51fa\u3057\u3066\u5236\u5fa1\u3057\u307e\u3059\u3002\u56de\u8ee2\u901f\u5ea6\u306f\u3001\u975e\u5e38\u306b\u3086\u3063\u304f\u308a\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4f4e\u4fa1\u683c\u3060\u304c\u3001\u4e0d\u826f\u54c1\u3082\u591a\u304f\u542b\u307e\u308c\u3066\u3044\u3066\u3001\u5236\u5fa1\u57fa\u677f\u306eLED\u304c\u70b9\u706f\u3057\u306a\u3044\u306e\u306f\u666e\u901a\u306e\u3053\u3068\u3060\u3068\u601d\u308f\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u30e2\u30fc\u30bf\u30fc\u306e\u78c1\u6c17\u306e\u5f71\u97ff\u3092\u53d7\u3051\u308b\u306e\u3067\u3001\u30a2\u30eb\u30df\u30d1\u30a4\u30d7\u3067\u30e2\u30fc\u30bf\u30fc\u304b\u3089100mm\u96e2\u3057\u3066\u6e2c\u5b9a\u3002<\/p>\n<p><a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/4811050a119364bf1354ee7b5f3350ae.png\" data-rel=\"lightbox-image-3\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1799\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/4811050a119364bf1354ee7b5f3350ae.png\" alt=\"\" width=\"427\" height=\"343\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/4811050a119364bf1354ee7b5f3350ae.png 427w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/4811050a119364bf1354ee7b5f3350ae-300x241.png 300w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/4811050a119364bf1354ee7b5f3350ae-320x257.png 320w\" sizes=\"(max-width: 427px) 100vw, 427px\" \/><\/a><\/p>\n<p>\u3055\u3059\u304c\u306b\u3001\u624b\u3067\u56de\u3059\u3088\u308a\u3082\u304d\u308c\u3044\u306a\u30c7\u30fc\u30bf\u304c\u3068\u308c\u307e\u3057\u305f\u3002Z\u8ef8\u65b9\u5411\u306e\u30d6\u30ec\u3082\u5c11\u306a\u3044\u3088\u3046\u3067\u3059\u3002<a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/46abd73458191c04d25e6542d9b284f9.png\" data-rel=\"lightbox-image-4\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1800\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/46abd73458191c04d25e6542d9b284f9.png\" alt=\"\" width=\"425\" height=\"329\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/46abd73458191c04d25e6542d9b284f9.png 425w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/46abd73458191c04d25e6542d9b284f9-300x232.png 300w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/46abd73458191c04d25e6542d9b284f9-320x248.png 320w\" sizes=\"(max-width: 425px) 100vw, 425px\" \/><\/a><\/p>\n<p>\u6955\u5186\u3067\u30d5\u30a3\u30c6\u30a3\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002\u898b\u4e8b\u306a\u771f\u5186\u306b\u306a\u308a\u307e\u3057\u305f\u306d\u3002<a href=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1.jpg\" data-rel=\"lightbox-image-5\" data-rl_title=\"\" data-rl_caption=\"\" title=\"\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1797\" src=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1.jpg\" alt=\"\" width=\"640\" height=\"480\" srcset=\"https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1.jpg 640w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1-300x225.jpg 300w, https:\/\/research.itplants.com\/wp\/wp-content\/uploads\/2018\/03\/Figure_1-1-320x240.jpg 320w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>3\u8ef8\u3067\u78c1\u6c17\u3092\u6e2c\u5b9a\u3067\u304d\u308bLIS3MD\u306e\u691c\u8a0e\u3092\u3057\u3066\u307f\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u30ab\u30e1\u30e9\u3092\u52d5\u304b\u3059\u3068\u3001\u3069\u306e\u65b9\u5411\u3092\u898b\u3066\u3044\u308b\u306e\u304b\u5206\u304b\u3089\u306a\u304f\u306a\u308b\u306e\u3067\u3001\u5730\u78c1\u6c17\u3067\u65b9\u4f4d\u3092\u53d6\u5f97\u3057\u3088\u3046\u3068\u8003\u3048\u305f\u304b\u3089\u3067\u3059\u3002\u4f55\u6545\u3001\uff13\u8ef8\u3082\u5fc5\u8981\u306a\u306e\u304b\u3001\u6700\u521d\u306f\u5206\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001&#8230;<\/p>\n<p><a class=\"more\" href=\"https:\/\/research.itplants.com\/?p=1787\"> Read more &rarr;<\/a><\/p>\n","protected":false},"author":1,"featured_media":1797,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts\/1787"}],"collection":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1787"}],"version-history":[{"count":7,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts\/1787\/revisions"}],"predecessor-version":[{"id":1801,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/posts\/1787\/revisions\/1801"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=\/wp\/v2\/media\/1797"}],"wp:attachment":[{"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1787"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1787"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/research.itplants.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1787"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}