{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tilt Sensor Calibration Report 2019-6-19\n",
    "\n",
    "\n",
    "## Introduction\n",
    "\n",
    "This calibration report covers the second installation of the reworked level sensor in the sled constructed for the ROV Doc Ricketts. The sensor was rebuilt with more sensitive allegro hall sensors, and stronger magnets, which should lead to a well defined magnetic field. New rams were added in September 2019, that forces a recalibration.\n",
    "\n",
    "\n",
    "## Setup \n",
    "\n",
    "Calibration was done in the Test Tank high bay with the sled flat on the horses. Angle measurements were taken with the digital level, clamped to the front of the sled and manually recorded, while stopping the movement at about every 5 degrees."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "%matplotlib inline\n",
    "matplotlib.rcParams['figure.dpi'] = 300"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "raw_angle = np.array([180-82.3, 180-87.4, \n",
    "                87.5, 82.4, 77.3, 72.1, 67.1, 61.9, 56.7, 51.7, \n",
    "                46.8, 41.7, 36.7, 31.6, 26.7, 21.6, 16.6, 11.6,\n",
    "                6.52, 1.37, -4.01, -9.62, -15.5, -20.8])\n",
    "raw_counts_sine = np.array([163., 183., 205., 229.,254.,282.,310.,340., 371.,402.,435.,468.,501.,535.,569.,602.,635.,667.,698.,729.,758.,787.,813.,834.,])\n",
    "raw_counts_cosine = np.array([692.,725,755,781,804,827,844,858,868,875,878,877,874,868,859,848,835,819,802,783,761,737,708,680])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 3000x1200 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax1 = plt.subplots(figsize=(10,4))\n",
    "ax1.plot(raw_counts_sine, raw_angle,'.', label='sine');\n",
    "ax1.plot(raw_counts_cosine, raw_angle,'*',label='cosine')\n",
    "ax1.legend()\n",
    "ax1.set_xlabel('ADC Counts');\n",
    "ax1.set_ylabel('Angle From Vertical (degrees)')\n",
    "ax1.set_title('Raw Data');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ -0.16590288, 120.45570198])"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lin_model = np.polyfit(raw_counts_sine, raw_angle, 1)\n",
    "lin_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 1.36982203e-05, -1.79502591e-01,  1.23210754e+02])"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sec_model = np.polyfit(raw_counts_sine, raw_angle, 2)\n",
    "sec_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "counts = np.linspace(np.min(raw_counts_sine), np.max(raw_counts_sine), 100)\n",
    "angles_lin = lin_model[0]*counts + lin_model[1]\n",
    "angles_sec = sec_model[0]*counts**2 + sec_model[1]*counts + sec_model[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 3000x3000 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax2 = plt.subplots(figsize=(10,10))\n",
    "ax2.plot(raw_counts_sine, raw_angle, '.', label='raw')\n",
    "ax2.plot(counts, angles_lin, '-', label='linear fit');\n",
    "ax2.plot(counts, angles_sec, '-', label='2nd order fit');\n",
    "ax2.legend();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "from scipy.optimize import leastsq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ADC = -405.0 sin(0.947 theta + -0.581)+512.8\n",
      "Simplified equation is 1.056 * ( arcsin(-0.00247*(ADC-512.818)) + 0.581)\n"
     ]
    }
   ],
   "source": [
    "# optimize a lsq fit on a sinusoid on the sine sensor\n",
    "raw_rads = raw_angle*np.pi/180\n",
    "guess_mean = np.mean(raw_counts_sine)\n",
    "guess_std = np.std(raw_counts_sine)/2**0.5\n",
    "guess_phase = 0\n",
    "guess_freq = 1\n",
    "guess_amp = 400\n",
    "\n",
    "data_first_guess = guess_std*np.sin(raw_rads+guess_phase) + guess_mean\n",
    "\n",
    "optimize_func = lambda x: x[0]*np.sin(x[1]*raw_rads+x[2]) + x[3] - raw_counts_sine\n",
    "est_amp, est_freq, est_phase, est_mean = leastsq(optimize_func, [guess_amp, guess_freq, guess_phase, guess_mean])[0]\n",
    "fine_rads = np.arange(np.min(raw_rads), np.max(raw_rads+np.pi/8),.1)\n",
    "data_fit_sine = est_amp*np.sin(est_freq*fine_rads+est_phase)+est_mean\n",
    "print(f'ADC = {est_amp:2.1f} sin({est_freq:4.3} theta + {est_phase:4.3})+{est_mean:4.1f}')\n",
    "print(f'Simplified equation is {1/est_freq:4.3f} * ( arcsin({1/est_amp:4.3}*(ADC-{est_mean:.3f})) + {-1*est_phase:.3f})')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Resultant transfer function is:\n",
    "\n",
    "$$\\theta = 1.056\\left({sin}^{-1}\\left(-0.00247\\left({ADC}_{sin}-512.818\\right)\\right)+0.581\\right)$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ADC = 217.7 cos(1.39 theta + -1.0)+660.3\n",
      "Simplified equation is 0.721 * ( arccos(0.00459*(ADC-660.346)) + 1.000)\n"
     ]
    }
   ],
   "source": [
    "# optimize a lsq fit on a sinusoid on the cosine sensor\n",
    "raw_rads = raw_angle*np.pi/180\n",
    "guess_mean = np.mean(raw_counts_cosine)\n",
    "guess_std = np.std(raw_counts_cosine)/2**0.5\n",
    "guess_phase = 0\n",
    "guess_freq = 1\n",
    "guess_amp = 400\n",
    "\n",
    "data_first_guess = guess_std*np.cos(raw_rads+guess_phase) + guess_mean\n",
    "\n",
    "optimize_func = lambda x: x[0]*np.cos(x[1]*raw_rads+x[2]) + x[3] - raw_counts_cosine\n",
    "est_amp, est_freq, est_phase, est_mean = leastsq(optimize_func, [guess_amp, guess_freq, guess_phase, guess_mean])[0]\n",
    "data_fit_cosine = est_amp*np.cos(est_freq*fine_rads+est_phase)+est_mean\n",
    "print(f'ADC = {est_amp:2.1f} cos({est_freq:4.3} theta + {est_phase:4.3})+{est_mean:4.1f}')\n",
    "print(f'Simplified equation is {1/est_freq:4.3f} * ( arccos({1/est_amp:4.3}*(ADC-{est_mean:.3f})) + {-1*est_phase:.3f})')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 3000x3000 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plt.rc('text', usetex=True)\n",
    "plt.rc('font', family='serif', size=18)\n",
    "fig, ax4 = plt.subplots(figsize=(10,10));\n",
    "ax4.plot(raw_rads*180/np.pi, raw_counts_sine,'.', label='sine sensor raw')\n",
    "ax4.plot(fine_rads*180/np.pi, data_fit_sine, label='sine sensor sinusoid lsq fit')\n",
    "ax4.plot(raw_rads*180/np.pi, raw_counts_cosine,'*', label='cosine sensor raw')\n",
    "ax4.plot(fine_rads*180/np.pi, data_fit_cosine, label='cosine sensor sinusoid lsq fit')\n",
    "ax4.legend()\n",
    "ax4.set(xlabel=r'Frame Angle (degrees)', ylabel='ADC',title='Tilt Sensor Calibration 2019-06-19');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
