{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lecture 21: Spectral Analysis\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "signal = np.array([    2.0000000e-03,   1.9069180e+00,  -1.2827459e+00,  -1.0278843e+00,   1.9599031e+00,  -3.0928282e-01,  -1.7105667e+00,   1.4564149e+00,   6.8071304e-01,  -1.8799097e+00,   6.1372566e-01,   1.4111859e+00,  -1.5603687e+00,  -3.0450413e-01,   1.7222501e+00,  -8.7117377e-01,  -1.0823464e+00,   1.5749403e+00,  -1.3548866e-02,  -1.5065125e+00,   1.0101789e+00,   7.6873299e-01,  -1.4585208e+00,   2.2623466e-01,   1.2166616e+00,  -9.9519434e-01,  -4.7264825e-01,   1.2053870e+00,  -3.4519534e-01,  -8.5756175e-01,   8.5622763e-01,   1.9940002e-01,  -8.7211467e-01,   3.9123918e-01,   4.9281670e-01,  -6.4777990e-01,   4.4045083e-03,   5.3522271e-01,  -3.4587481e-01,  -2.0867277e-01,   3.9176796e-01,  -7.5815041e-02,  -2.3235672e-01,   1.7076784e-01,   4.6201779e-02,  -7.8306174e-02,  -5.1144379e-03,  -3.9879744e-02,   1.2998155e-01,   1.3860220e-02,  -2.8030243e-01,   1.9759333e-01,   2.7404382e-01,  -4.8857803e-01,   1.8222823e-03,   6.1879349e-01,  -4.4649009e-01,  -4.2028167e-01,   8.2464854e-01,  -1.0688063e-01,  -8.5761113e-01,   7.3211587e-01,   4.2190305e-01,  -1.1056042e+00 ])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Spectral analysis** is the task of analyzing a short snippet of signal, in order to find out what sinusoids it contains.\n",
    "\n",
    "Spectral analysis is often  used, for example, to study the chemical composition of some material sample (or of a distant supernova, or of a section of atmosphere).  The way we do it is to heat the material, and then measure the electromagnetic signals  it emits while it's heating. Any pure sinusoid, at any particular frequency, denotes the presence of some atom that has an oscillation at that frequency. \n",
    "\n",
    "The big problem is that some of the sinusoids will be 20dB or even 60dB higher in amplitude than others.  That  makes it hard to determine exactly  which sinusoids are present.\n",
    "\n",
    "For example, consider the following signal.  This signal is made of exactly 5 sinusoids:\n",
    "\n",
    "$$x[n]=\\sum_{q=1}^5 a_q \\cos(\\omega_q n+\\theta_q)$$\n",
    "\n",
    "The task for today will be to try to identify those five frequencies, $\\omega_1$ through $\\omega_5$, from the 64-sample snippet of the signal that we have available."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "64"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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      "text/plain": [
       "<Figure size 1400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "fig, axs = plt.subplots(figsize=(14,4))\n",
    "axs.stem(signal)\n",
    "len(signal)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### What's that?\n",
    "\n",
    "This is a 64-sample signal, with an obvious **beat frequency** of about 64 samples.  So we can see that it probably is something like \n",
    "\n",
    "$$x[n]=\\cos(\\omega_1 n)+\\cos(\\omega_2 n)?~~~\\omega_2=\\omega_1+\\frac{2\\pi}{64}$$\n",
    "\n",
    "Actually, this signal is the sum of **five sinusoids**, at five different frequencies, with five different amplitudes:\n",
    "\n",
    "$$x[n] = \\sum_{q=1}^5 a_q \\cos(\\omega_q n+\\theta_q)$$\n",
    "\n",
    "Some of the sinusoids have much lower amplitude, though, so we'll need to use clever application of windows in order to find all of their frequencies. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Discrete Fourier Transform"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So far, we have learned the **discrete-time Fourier transform (DTFT)**.  It looks like this:\n",
    "\n",
    "$$X(\\omega)  = \\sum_{n=-\\infty}^\\infty x[n]e^{-j\\omega n},~~~0\\le\\omega < 2\\pi$$\n",
    "\n",
    "Now we will learn the **discrete Fourier transform (DFT)**.  It looks like this:\n",
    "\n",
    "$$X[k] = \\sum_{n=0}^{N-1} x[n]e^{-j\\frac{2\\pi kn}{N}},~~~0\\le k\\le N-1$$\n",
    "\n",
    "Notice that there are only two differences between the DFT and  the DTFT:\n",
    "\n",
    "1. **Finite length in time:** The DFT assumes that the input signal is only $N$ samples long.\n",
    "2. **Sampled in frequency:** Because the input only has $N$ independent numbers ($x[0]$ through $x[n_1]$), it's only really meaningful to calculate $N$ different samples in the frequency domain ($X[0]$ through $X[k]$).  So, basically, the DFT is a sampled version of the DTFT:\n",
    "\n",
    "$$X[k] = X(\\omega_k),~~\\omega_k = \\frac{2\\pi k}{N}$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The DFT is the only Fourier transform that is discrete in **both time and frequency**, so it is the only Fourier transform that we can  compute on a computer.\n",
    "\n",
    "We can simulate a DTFT on a computer, however, by **zero-padding** the input signal.  This leaves a finite-length signal, but it makes $N$ much larger, so that we get a lot more samples in the frequency domain.\n",
    "\n",
    "Here is a comparison between the 64-sample DFT of **signal**, and its 320-sample DFT.  The 320-sample DFT can be considered similar to its DTFT.  By plotting these two things together, we can see that the **DFT = samples of the DTFT in frequency**.  \n",
    "\n",
    "We will plot the magnitude DFT, and the log-magnitude DFT.  The log-magnitude DFT allows us to learn more about low-amplitude samples."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "N is  64\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Signal, zero-padded to $5N=320$ samples in length')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = len(signal)\n",
    "print('N is ',N)\n",
    "n_axis = np.arange(-2*N,3*N)\n",
    "zero_padded_signal = np.concatenate((np.zeros(N),np.zeros(N),signal,np.zeros(N),np.zeros(N)))\n",
    "fig,axs = plt.subplots(figsize=(14,4))\n",
    "axs.plot(n_axis,zero_padded_signal)\n",
    "axs.set_title('Signal, zero-padded to $5N=320$ samples in length')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "omega = np.linspace(0,2*np.pi,5*N,endpoint=False)\n",
    "omega_k = np.linspace(0,2*np.pi, N, endpoint=False)\n",
    "absDTFT = np.abs(np.fft.fft(zero_padded_signal))\n",
    "absDFT = np.abs(np.fft.fft(signal))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega,absDTFT)\n",
    "axs[0].stem(omega_k,absDFT)\n",
    "axs[0].set_title('Magnitude DTFT, showing the DFT as samples in frequency')\n",
    "axs[1].plot(omega,20*np.log10(np.maximum(0.001,absDTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001,absDFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT, showing DFT as samples in frequency')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From this view, we can see clearly that the first two sinusoids are at exactly $k=19$ and $k=20$, i.e., \n",
    "\n",
    "$$\\omega_1 = \\frac{2\\pi 19}{64},~~~\\omega_2=\\frac{2\\pi 20}{64}$$\n",
    "\n",
    "The levels of these two tones are both about +30dB, so their coefficients are something like\n",
    "\n",
    "$$a_1 = a_2 = 10^{30/20}$$\n",
    "\n",
    "But none of the other sinusoids are visible at all.  All of the other sinusoids are masked by the sidelobes of the windowing function.  In order to find the other sinusoids, we need to learn more about the sidelobes of the windowing function."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Rectangular Window"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we take the DTFT of a short signal, that's the same thing as taking the DTFT of a long signal multiplied by a rectangular window:\n",
    "\n",
    "$$w_R[n] = \\begin{cases}1&0\\le n\\le N-1\\\\0&\\mbox{otherwise}\\end{cases}$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Rectangular Window of length $N=64$')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "N = len(signal)\n",
    "w_R = np.ones(N)\n",
    "w_R_zp = np.concatenate((np.zeros(N),np.zeros(N),np.ones(N),np.zeros(N),np.zeros(N)))\n",
    "n_axis = np.arange(-2*N, 3*N)\n",
    "fig, axs = plt.subplots(figsize=(14,4))\n",
    "axs.stem(n_axis, w_R_zp)\n",
    "axs.set_title('Rectangular Window of length $N=64$')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We've already calculated the DTFT of a rectangular window a few times.  It is\n",
    "\n",
    "$$W_R(\\omega) = \\sum_{n=-\\infty}^\\infty w_R[n]e^{-j\\omega n}=\\sum_{n=0}^{N-1}e^{-j\\omega n} = e^{-j\\omega\\frac{N-1}{2}} \\frac{\\sin(\\omega N/2)}{\\sin(\\omega/2)}$$\n",
    "\n",
    "The real-valued part of that is called the \"Dirichlet form.\"  It's very much like a sinc function, except that it's periodic, with a period of $2\\pi$. \n",
    "\n",
    "$$D_N(\\omega) = \\frac{\\sin(\\omega N/2)}{\\sin(\\omega/2)}\\approx \\frac{\\sin(\\omega N/2)}{\\omega/2}$$\n",
    "\n",
    "Among other things, we can see that\n",
    "\n",
    "$$D_N(\\omega) \\approx \\begin{cases} N&\\omega=0\\\\\\frac{N}{2}&\\omega=\\frac{\\pi}{N}\\\\0&\\omega=\\frac{2\\pi}{N}\\\\-\\frac{2N}{3\\pi}&\\omega=\\frac{3\\pi}{N}\\\\0&\\omega=\\frac{4\\pi}{N}\\\\\\frac{2N}{5\\pi}&\\omega=\\frac{5\\pi}{N}\\\\\\vdots & \\vdots\\end{cases}$$\n",
    "\n",
    "The sidelobes are not  exactly $-2N/3\\pi$, $2N/5\\pi$, $-2N/7\\pi$ and so on, but they're pretty close.  Notice that $2N/3\\pi$ is a really large number, for something that we would really prefer to be zero."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "W_R_DTFT = np.abs(np.fft.fft(w_R_zp))\n",
    "W_R_DFT = np.abs(np.fft.fft(w_R))\n",
    "fig, axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega, W_R_DTFT)\n",
    "axs[0].stem(omega_k, W_R_DFT)\n",
    "axs[0].set_title('Magnitude DFT of the rectangular window (64-point DFT shown as samples)')\n",
    "axs[1].plot(omega, 20*np.log10(np.maximum(0.001,W_R_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001, W_R_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT (decibels) of rectangular window (64-point DFT shown as samples)')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We've already seen how the sidelobes of a rectangular window make it *really, really hard* to identify low-amplitude sinusoidal components in your input signal.  \n",
    "\n",
    "In the real world, this problem shows up most frequently when people are trying to measure the chemical composition of a sample of some material, or the chemical composition of a distant galaxy.  The small-amplitude sine waves  that signal presence of some chemical compound might be **completely masked** by the sidelobes of the rectangular window.\n",
    "\n",
    "Here's that calculation again.  This plot is exactly the same as the one you saw up above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "omega = np.linspace(0,2*np.pi,5*N,endpoint=False)\n",
    "omega_k = np.linspace(0,2*np.pi, N, endpoint=False)\n",
    "absDTFT = np.abs(np.fft.fft(zero_padded_signal))\n",
    "absDFT = np.abs(np.fft.fft(signal))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega,absDTFT)\n",
    "axs[0].stem(omega_k,absDFT)\n",
    "axs[0].set_title('Magnitude DTFT, showing the DFT as samples in frequency')\n",
    "axs[1].plot(omega,20*np.log10(np.maximum(0.001,absDTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001,absDFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT, showing DFT as samples in frequency')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Hamming  window"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The Hamming window was designed with the following idea:\n",
    "\n",
    "$$w_H[n] = \\begin{cases}a + b\\cos\\left(\\frac{2\\pi n}{N-1}\\right)&0\\le n\\le N-1\\\\0&\\mbox{otherwise}\\end{cases}$$\n",
    "\n",
    "$$a,b = \\arg\\min \\left|W_H\\left(\\omega=\\frac{3\\pi}{N}\\right)\\right|$$\n",
    "\n",
    "In words, the coefficients in the Hamming  window are chosen in order to minimize the amplitude of the **first** sidelobe.  The resulting coefficients are\n",
    "\n",
    "$$w_H[n] = 0.54 - 0.46\\cos\\left(\\frac{2\\pi n}{N-1}\\right)$$\n",
    "\n",
    "The main lobe now has a half-width of $4\\pi/N$, and the first sidelobe  is at $5\\pi/N$, and the resulting sidelobe amplitude is \n",
    "\n",
    "$$\\left|W_H\\left(\\frac{5\\pi}{N}\\right)\\right| = 0.006,~~~20\\log_{10}\\left|W_H\\left(\\frac{5\\pi}{N}\\right)\\right|=-44\\mbox{dB}$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Hamming window, zero-padded to a length of $5N$')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "w_H = 0.54 - 0.46*np.cos(2*np.pi*np.arange(N)/(N-1))\n",
    "w_H_zp = np.concatenate((np.zeros(2*N), w_H, np.zeros(2*N)))\n",
    "fig,axs = plt.subplots(figsize=(14,4))\n",
    "axs.stem(n_axis, w_H_zp)\n",
    "axs.set_title('Hamming window, zero-padded to a length of $5N$')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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nefPmxsSJEw3DMIy8vDwjKCjImDp1qiHJWs+TTz5p+Pr6GpmZmZVuk/bt2xtDhgyxW37OOecY/v7+RkhIiPHUU08ZmzZtMubMmWMEBAQYffr0sT4nhmEYf/31lxEWFmb897//tS6rzrFs2Sfi4uKMnJwc6/L09HQjPDzcGDhwoHXZhRdeaERFRRkZGRnWZYWFhUbHjh2N5s2bW+uyvDZs2rTJut748eMNScbbb79t8/uHDRtmnHPOOdbvKzsHVFb/3LlzK1xnzJgxhiTjyJEjNvWVd9u9e7fd/S3r/+9//3OopuPHjxuSjHnz5lW6nqP7saPn2poeY44+N44oLi42CgoKjC1bthiSjB9++KFa26SsmtyvohoM4/Rjfffdd63LLOdKScZ3331nXW45N0+ZMsW6zPL6cMUVV9j8zi+//NKQZMyaNcvmd5V+rXD0tWn79u2GJOO9996r8rHu3r273PMyAMC9mGkLAHC7vn37qnXr1nrttdf0008/KSkpqcLWCJK0ceNGDRw4UGFhYfL29rZeSCMlJcX6ceMtW7ZIKplJWNro0aPl41N+S/fLLrvM5vvOnTtLkvbv31/jx+aITZs2SZKuvfZam+Xjxo2z+T43N1effvqprrjiCgUGBtrM6ho2bJhyc3O1bdu2WtViVDB79uqrr1ZSUpLNbeTIkbX6XRYbN27UgAED1KJFC5vlEyZMUHZ2doUzamurvOc7NzfXug998MEHMplMuu6662y2dUxMjM477zyHr0q/dOlSu22XlJSkiy66yG7d77//XpdddpkiIiKs+/YNN9ygoqIiu3YZsbGxOv/8863fh4eHKyoqSl26dFFcXJx1efv27SWVvx+XveJ8+/btZTKZbGZ5+/j46Oyzz3b4OKhqu1Z0bFpapVTFMuvUMhNw/fr1GjRokAYOHGidpbp161ZlZWVVOUNVkrp06aIzzzzT+r2/v7/atm1r83g3bdqkAQMGKDo62rrM29vb7tMAlmO57MfwL7jgArVv395mluKAAQOsj+Grr75Sdna2pkyZosjISOvj2LBhg3r16mXTp7Y8hw4dUlRUlN3y4uJi5ebm6qGHHtK0adOUkJCgf/7zn5o9e7a+/PJLm3puv/12nXfeebrlllsq/V1lZ44XFxfb/HzUqFHy9/e3fm+ZQfvZZ5+pqKhIWVlZ+vrrrzV69GgFBwdb1/P29tb111+vv/76S7/99lulNZhMJruZj507d3b5ubqi8+Mzzzxjd3yXPZ/VRHh4uFq3bq25c+fqueee0/fff2+3vS0c2Y8dPdfW5hirzXOzZ88ejRs3TjExMdbzX9++fSVJv/zyS7W3SWmO3s+RGko/1mHDhlm/t5wrY2Nj1bVrV5vfHRUVVe42KPu637t3b8XHx1vPJeVx9LXp7LPPVtOmTTV16lS9/PLL+vnnnysc03L++PvvvytcBwBQ9whtAQBuZzKZdOONN+qNN97Qyy+/rLZt2+riiy8ud91vvvlGgwcPliS9+uqr+vLLL5WUlKSHH35YkpSTkyNJSklJkSSbkEUq+aOqoqsjl11uNpttxnSVlJSUcuuKiYmxW6+wsFD/+c9/5Ovra3Oz/OFo+fh1TVn+qCwd+kklFxvr3r27zS0yMrJWv8siJSVFsbGxdsstNVieS2er6vk+cuSItb9j2e29bds2h7d1+/bt7bZd9+7dFRYWZrPegQMHdPHFF+vvv//W888/r88//1xJSUnWfsVl98Pw8HC73+Xn52e33M/PT5LK7VNc3rqBgYE2oZtluaN9jqvarpb9vezvLnusViQ+Pl6tW7fWhg0brEGTJVCyBH6WVgO9e/eudr2Wmktv75SUFLvjUSr/GJVU4f5cel8eOHCgDhw4oN27d2vDhg3q2rWroqKirB9Nz8nJ0VdffeVQ8JyTk2P3nJV+bJdeeqnNckso/91330mS3nnnHa1bt05z5sxRWlqaUlNTrR/Pzs/PV2pqqrV/b+vWrW2Ohccff7zSbWJZlp+fr8zMTJ08eVKGYdTqmC9vHzWbzS7vxb1//36ZzWa7ffess86yO74t+31tmEwmffrpp7r00ks1Z84cdevWTc2aNdM999xj9/F2R/djR7Z7bY6xmj43mZmZuvjii/X1119r1qxZ2rx5s5KSkqxtWSyPozrbpDRH7udoDZU91vLOwZbl5W2Dio6Xyo4BR1+bwsLCtGXLFnXp0kUPPfSQzj33XMXFxWn69Ol2/bgtj8PV73cAANVT/lQjAADq2IQJE/TYY4/p5Zdf1pNPPlnhesuXL5evr68++OADmz+W3nvvPZv1LH/AHjlyRGeccYZ1eWFhoctCwLL8/f3LvfhK2bAvIiLCWlfpP7yTk5Nt1mvatKl1Nlrpi8SU1qpVqxrXaxiG3n//fQUFBal79+41Hqe6IiIidPjwYbvllh6szgqHqysyMlImk0mff/55uQGMM0KZ0t577z1lZWVp5cqVio+Pty6v6uI69Y1lfz9x4oRNuFF2f6+MpV/mli1bVFxcrISEBIWEhCguLk7r16/Xhg0bdPHFFzvtOYqIiCi3vrLLLMfv4cOH1bx5c5ufHTp0yGZfHjBggKSS2YyWmYyW5Y888og+++wz5eXlORTaRkZG6sSJE3bLO3fuXO7se8uMUS+vkvkbO3fuVGFhoS688EK7dV999VW9+uqrWrVqlUaOHKn333/f5rxW9h88FW0nPz8/BQcHy8fHR15eXh55zFfm77//1rfffqu+fftW+GkNV4iPj9eiRYskSb///rvefvttzZgxQ/n5+Xr55ZerNVZ1zrV1fYxt3LhRhw4d0ubNm60zWyWV29u1ptukqvtVpwZnqeh4Ofvssyu8T3Vemzp16qTly5fLMAz9+OOPWrJkiR5//HEFBATowQcftK5nOX944rEHAI0ZM20BAB7hjDPO0D//+U8lJiZq/PjxFa5nMpnk4+Mjb29v67KcnBz93//9n816l1xyiSTZXdTmnXfecepFYiqbjduyZUsdPXrU5oJV+fn5+vjjj23W69evnyTpzTfftFm+bNkym+8DAwPVr18/ff/99+rcuXO5szcrmkXsiJkzZ+rnn3/WP/7xj3Jn7bnKgAEDrH8sl7Z06VIFBgaWGyRVxRmzpEeMGCHDMPT333+Xu607depU47HLYzKZJNn+wW0Yhl599VWn/h53s4QhZY/N5cuXOzzGwIEDdeTIEc2bN08XXnihQkJCJJXsS6tWrVJSUpJDYaej+vXrp08//dTmWC4qKrJ7DP3795ckvfHGGzbLk5KS9Msvv1iDWqlkNm6HDh307rvv6ttvv7WGtoMGDdKxY8f03HPPKTQ0VD169Kiyvnbt2unPP/+0W37llVdKkj766COb5R9++KEkWY+tCRMmaNOmTXY3SRo5cqQ2bdpkbefRqVMnm+OgbGi7cuVKmxmFGRkZev/993XxxRfL29tbQUFB6tmzp1auXGlzfBYXF+uNN95Q8+bN1bZt2yofc1Wc+UmJnJwc3XzzzSosLNQDDzxQ6/Fqqm3btnrkkUfUqVMn6yzp6qjOubauj7Hyzn+S9N///rfS+9V0m5R3v5rWUBtlX/e/+uor7d+/XwkJCRXepyavTSaTSeedd57+/e9/q0mTJnbbas+ePZJkdzFDAIB7MdMWAOAxnn766SrXGT58uJ577jmNGzdOt956q1JSUvSvf/3L7o+sc889V9dcc42effZZeXt7q3///tq1a5eeffZZhYWFWWeY1VZISIji4+O1evVqDRgwQOHh4YqMjFTLli01ZswYPfbYYxo7dqz++c9/Kjc3Vy+88IKKiopsxhg8eLAuueQSPfDAA8rKylL37t315Zdf2gXRkvT888/roosu0sUXX6w77rhDLVu2VEZGhv744w+9//772rhxY5U1p6amWmffZWVl6bffftPy5cv1+eef6+qrr9bMmTOdsm0cNX36dH3wwQfq16+fHnvsMYWHh+vNN9/U2rVrNWfOHLs2Ao6o7HlxVJ8+fXTrrbfqxhtv1Pbt23XJJZcoKChIhw8f1hdffKFOnTrpjjvuqHZtFRk0aJD8/Px0zTXX6IEHHlBubq4WLFigkydPOu13eIIhQ4aoT58+uu+++5Senq7zzz9fW7du1dKlSyXJoWOzf//+MplM+uSTT2z214EDB1r/6ePMQOmRRx7RmjVr1L9/fz322GMKDAzUSy+9pKysLJv1zjnnHN166636z3/+Iy8vLw0dOlT79u3To48+qhYtWujee++1WX/AgAH6z3/+o4CAAPXp00dSyWz5Vq1a6ZNPPtFll13m0KzOhIQEPf7448rOzlZgYKB1+eDBg5WYmKjHH39cxcXFuvDCC7V9+3bNnDlTI0aMsAaxLVu2rPDYOOOMMyoNkMry9vbWoEGDNGXKFBUXF+uZZ55Renq6zfM0e/ZsDRo0SP369dP9998vPz8/zZ8/Xzt37tRbb71lDc9qo6bngAMHDmjbtm0qLi5WWlqavv/+e7322mvav3+/nn32WWt7nrrw448/6q677tJVV12lNm3ayM/PTxs3btSPP/5oM0vSUdU519b1Mda7d281bdpUt99+u6ZPny5fX1+9+eab+uGHH2zWq+k2ceR+jtbgTNu3b9fNN9+sq666SgcPHtTDDz+sM844Q3feeWeF93H0temDDz7Q/PnzNXLkSJ111lkyDEMrV65Uamqq9Z9EFtu2bZO3t7f1H94AAM/ATFsAQL3Sv39/6wXLEhMT9fDDD2v06NHl/rG2ePFi/eMf/9CiRYuUmJio5cuX6+2335YkNWnSxGk1LVq0SIGBgbrsssvUo0cPzZgxQ1JJ+LJ69WqlpqZq9OjR+uc//6mrrrpKN9xwg839vby8tGbNGl177bWaM2eORo4cqa+++so6G660Dh066LvvvlPHjh31yCOPaPDgwbrpppv0zjvv2Mziq8yXX36pXr16qXfv3ho5cqReeOEFtWzZUh9//LFWrFhRpx/9lUqCrq+++krnnHOOJk2apJE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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "W_H_DTFT = np.abs(np.fft.fft(w_H_zp))\n",
    "W_H_DFT = np.abs(np.fft.fft(w_H))\n",
    "fig, axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega, W_H_DTFT)\n",
    "axs[0].stem(omega_k, W_H_DFT)\n",
    "axs[0].set_title('Magnitude DFT of the Hamming window (64-point DFT shown as samples)')\n",
    "axs[1].plot(omega, 20*np.log10(np.maximum(0.001,W_H_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001, W_H_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT (decibels) of Hamming window.  NOTE: first sidelobe is -44dB relative to main lobe')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "signal_hamming = w_H*signal\n",
    "signal_hamming_zp = np.concatenate((np.zeros(2*N), signal_hamming, np.zeros(2*N)))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(n_axis,zero_padded_signal)\n",
    "axs[0].set_title('Rectangular-windowed signal, zero-padded to a length of $5N$')\n",
    "axs[1].plot(n_axis, signal_hamming_zp)\n",
    "axs[1].set_title('Hamming windowed signal, zero-padded to a length of $5N$')\n",
    "axs[1].set_xlabel('Time (samples)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "X_H_DTFT = np.abs(np.fft.fft(signal_hamming_zp))\n",
    "X_H_DFT = np.abs(np.fft.fft(signal_hamming))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega,X_H_DTFT)\n",
    "axs[0].stem(omega_k,X_H_DFT)\n",
    "axs[0].set_title('Magnitude DTFT of Hamming-windowed signal')\n",
    "axs[1].plot(omega,20*np.log10(np.maximum(0.001,X_H_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001,X_H_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT of Hamming-windowed signal')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this plot, we can see one more frequency component that wasn't visible using the rectangular window!  It is right in between $k=16$ and $k=17$, so we could say that it's at frequency $k=16.5$.\n",
    "\n",
    "$$\\omega_1=\\frac{2\\pi 19}{64},~~~\\omega_2=\\frac{2\\pi 20}{64},~~~\\omega_3=\\frac{2\\pi 16.5}{64}$$\n",
    "\n",
    "with amplitudes of \n",
    "\n",
    "$$a_1=a_2=10^{30/20},~~~a_3 = 10^{-5/20}$$\n",
    "\n",
    "Notice that the Hamming window has a very low first sidelobe, but the **disadvantage** of the Hamming window is that its main lobe is twice as wide.  In this figure, for example, we can't see the separation between the $\\omega_1$ and $\\omega_2$; they look like one large peak.  We need the rectangular window to distinguish $\\omega_1$ and $\\omega_2$, but we need the Hamming window to detect $\\omega_3$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Hann window"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A Hann window is like a Hamming window, except that it's made to taper all the way down to zero at either end:\n",
    "\n",
    "$$w_{\\mbox{Hann}}[n]=\\begin{cases}0.5-0.5\\cos\\left(\\frac{2\\pi n}{N+1}\\right)&0\\le n\\le N-1\\\\0&\\mbox{otherwise}\\end{cases}$$\n",
    "\n",
    "Remember that the Hamming coefficients $(a,b)=(0.54,-0.46)$ were optimized for the smallest possible **first** sidelobe.  The Hann coefficients $(a,b)=(0.5,-0.5)$ will therefore have a larger **first** sidelobe, but some of the higher-frequency sidelobes will be much smaller.\n",
    "\n",
    "In particular: \n",
    "\n",
    "* The Hamming window's first sidelobe is at -44dB, and all of its other sidelobes are at about the same level.\n",
    "\n",
    "* The Hann window's first sidelobe is at only -30dB, but its distant sidelobes decay to less than -80dB."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Hann window, zero-padded to a length of $5N$.  Notice how it tapers all the way down to zero.')"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "w_Hann = 0.5 - 0.5*np.cos(2*np.pi*np.arange(N)/(N+1))\n",
    "w_Hann_zp = np.concatenate((np.zeros(2*N), w_Hann, np.zeros(2*N)))\n",
    "fig,axs = plt.subplots(figsize=(14,4))\n",
    "axs.stem(n_axis, w_Hann_zp)\n",
    "axs.set_title('Hann window, zero-padded to a length of $5N$.  Notice how it tapers all the way down to zero.')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "W_Hann_DTFT = np.abs(np.fft.fft(w_Hann_zp))\n",
    "W_Hann_DFT = np.abs(np.fft.fft(w_Hann))\n",
    "fig, axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega, W_Hann_DTFT)\n",
    "axs[0].stem(omega_k, W_Hann_DFT)\n",
    "axs[0].set_title('Magnitude DFT of the Hann window (64-point DFT shown as samples)')\n",
    "axs[1].plot(omega, 20*np.log10(np.maximum(0.001,W_Hann_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001, W_Hann_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT (decibels) of Hann window.  NOTE: high-frequency sidelobes are much lower than for Hamming window')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "signal_hann = w_Hann*signal\n",
    "signal_hann_zp = np.concatenate((np.zeros(2*N), signal_hann, np.zeros(2*N)))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(n_axis,zero_padded_signal)\n",
    "axs[0].set_title('Rectangular-windowed signal, zero-padded to a length of $5N$')\n",
    "axs[1].plot(n_axis, signal_hann_zp)\n",
    "axs[1].set_title('Hann windowed signal, zero-padded to a length of $5N$')\n",
    "axs[1].set_xlabel('Time (samples)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "X_Hann_DTFT = np.abs(np.fft.fft(signal_hann_zp))\n",
    "X_Hann_DFT = np.abs(np.fft.fft(signal_hann))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega,X_Hann_DTFT)\n",
    "axs[0].stem(omega_k,X_Hann_DFT)\n",
    "axs[0].set_title('Magnitude DTFT of Hann-windowed signal')\n",
    "axs[1].plot(omega,20*np.log10(np.maximum(0.001,X_Hann_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001,X_Hann_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT of Hann-windowed signal')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There's two more tones! There is certainly a tone at $k=29.5$, with a level of about -30dB.  There also seems to be another tone at about $k=6.5$, with a level of about -40dB.\n",
    "\n",
    "$$\\omega_1=\\frac{2\\pi 19}{64},~~\\omega_2=\\frac{2\\pi 20}{64},~~\\omega_3=\\frac{2\\pi 16.5}{64},~~\\omega_4=\\frac{2\\pi 29.5}{64},~~\\omega_5=\\frac{2\\pi 6.5}{64}$$\n",
    "\n",
    "with amplitudes of \n",
    "\n",
    "$$a_1=a_2=10^{30/20},~~a_3 = 10^{-5/20},~~a_4=10^{-25/40},~~a_5=10^{-40/20}$$\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. Bartlett (Triangle)  Window"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We don't really need another window, since we've already found all five tones, but let's try one more.\n",
    "\n",
    "A Bartlett window, or triangle window, is just what its name says: a triangle.  For example, if $N$ is an even number, the Bartlett window can be defined as \n",
    "\n",
    "$$w_B[n]=\\begin{cases}\\min\\left(\\frac{2n+1}{N},\\frac{2(N-n)-1}{N}\\right)&0\\le n\\le N-1\\\\0&\\mbox{otherwise}\\end{cases}$$\n",
    "\n",
    "Notice that a Bartlett window is the convolution of a rectangular window with itself:\n",
    "\n",
    "$$w_{B,N}[n] = w_{R,N/2}[n] \\ast w_{R,N/2}[n]$$\n",
    "\n",
    "Therefore its DTFT is the product:\n",
    "\n",
    "$$W_{B,N}(\\omega) = W_{R,N/2}(\\omega)^2$$\n",
    "\n",
    "In particular, its sidelobes happen at frequencies like $\\frac{6\\pi}{N},\\frac{10\\pi}{N},\\ldots$ instead of frequencies like $\\frac{3\\pi}{N},\\frac{5\\pi}{N},\\ldots$.   Because of this, a Bartlett window can sometimes see sinusoids that are invisible using the other windows."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Bartlett window, zero-padded to a length of $5N$.')"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 1400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "n = np.arange(N)\n",
    "w_B = np.minimum((2*n+1)/N, (2*(N-n)-1)/N)\n",
    "w_B_zp = np.concatenate((np.zeros(2*N), w_B, np.zeros(2*N)))\n",
    "fig,axs = plt.subplots(figsize=(14,4))\n",
    "axs.stem(n_axis, w_B_zp)\n",
    "axs.set_title('Bartlett window, zero-padded to a length of $5N$.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "W_B_DTFT = np.abs(np.fft.fft(w_B_zp))\n",
    "W_B_DFT = np.abs(np.fft.fft(w_B))\n",
    "fig, axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega, W_B_DTFT)\n",
    "axs[0].stem(omega_k, W_B_DFT)\n",
    "axs[0].set_title('Magnitude DFT of the Bartlett window (64-point DFT shown as samples)')\n",
    "axs[1].plot(omega, 20*np.log10(np.maximum(0.01,W_B_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.01, W_B_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT (decibels) of Bartlett window.')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "signal_bartlett = w_B*signal\n",
    "signal_bartlett_zp = np.concatenate((np.zeros(2*N), signal_bartlett, np.zeros(2*N)))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(n_axis,zero_padded_signal)\n",
    "axs[0].set_title('Rectangular-windowed signal, zero-padded to a length of $5N$')\n",
    "axs[1].plot(n_axis, signal_bartlett_zp)\n",
    "axs[1].set_title('Bartlett windowed signal, zero-padded to a length of $5N$')\n",
    "axs[1].set_xlabel('Time (samples)')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "X_B_DTFT = np.abs(np.fft.fft(signal_bartlett_zp))\n",
    "X_B_DFT = np.abs(np.fft.fft(signal_bartlett))\n",
    "fig,axs = plt.subplots(2,1,figsize=(14,8))\n",
    "axs[0].plot(omega,X_B_DTFT)\n",
    "axs[0].stem(omega_k,X_B_DFT)\n",
    "axs[0].set_title('Magnitude DTFT of Bartlett-windowed signal')\n",
    "axs[1].plot(omega,20*np.log10(np.maximum(0.001,X_B_DTFT)))\n",
    "axs[1].stem(omega_k, 20*np.log10(np.maximum(0.001,X_B_DFT)))\n",
    "axs[1].set_title('Log Magnitude DTFT of Bartlett-windowed signal.  Notice how each sidelobe is split by the double peaks at $2\\pi 19/64$ and $2\\pi 20/64$')\n",
    "axs[1].set_ylabel('decibels')\n",
    "axs[1].set_xlabel('Frequency (radians/sample)')\n",
    "fig.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
