{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f2807f93",
   "metadata": {},
   "source": [
    "id: notebooks/02_instrument.ipynb\n",
    "\n",
    "antenna types and primary beams, dish transfer function, B210 receiver and sensitivity, arrays and baselines, selector"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89f6a6b8",
   "metadata": {},
   "source": [
    "<!-- notebooks/02_instrument.ipynb -- instrument (Interferosim 0.3.2) -->\n",
    "# 02 – Instrument: antennas, receiver, array\n",
    "\n",
    "---\n",
    "  DI Erich Schubert, 07925151\n",
    "  \n",
    "\n",
    "\n",
    "This notebook shows the package `interferosim.instrument`: the selectable **antenna types** (horn, parabolic dish, Yagi), the **receiver** (Ettus USRP B210) and the **array** of stations with its baselines. All parameters come from the configuration files in `configs/`:\n",
    "\n",
    "| Directory | Content |\n",
    "|---|---|\n",
    "| `configs/antennas/` | `horn_15dbi.toml`, `dish_3m.toml`, `yagi.toml` (key `type` selects the class) |\n",
    "| `configs/receivers/` | `b210.toml` – system temperature, bandwidth, sample rate, channels |\n",
    "| `configs/sites/` | site Wilhelmsburg, the two stations of the AAS6 simulation, two horns 10 m apart |\n",
    "\n",
    "Relations used (documentation, chapter *Radio Astronomical Fundamentals*):\n",
    "$A_\\mathrm{eff} = G\\lambda^2/4\\pi$, Gaussian main lobe $\\Omega_A = 1.133\\,\\theta_\\mathrm{HPBW}^2 = 4\\pi/G$, $\\mathrm{SEFD} = 2kT_\\mathrm{sys}/A_\\mathrm{eff}$, noise of one visibility $\\sigma = \\sqrt{\\mathrm{SEFD}_1\\mathrm{SEFD}_2}/\\sqrt{2B\\tau}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "558a2b13",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:52.608076Z",
     "iopub.status.busy": "2026-10-31T13:37:52.607860Z",
     "iopub.status.idle": "2026-10-31T13:37:53.500577Z",
     "shell.execute_reply": "2026-10-31T13:37:53.499189Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['dish_3m', 'horn_15dbi', 'yagi']"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "from pathlib import Path\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from interferosim.constants import LINES, HI_21CM, OH_1665, C_LIGHT\n",
    "from interferosim.instrument import Antenna, Receiver, Array, ParabolicDish\n",
    "from interferosim.plotting import plot_beams, plot_array\n",
    "from interferosim.sky import SkyModel\n",
    "\n",
    "CFG = Path(\"..\") / \"configs\"\n",
    "ANTENNAS = {p.stem: Antenna.from_toml(p) for p in sorted((CFG / \"antennas\").glob(\"*.toml\"))}\n",
    "b210 = Receiver.from_toml(CFG / \"receivers\" / \"b210.toml\")\n",
    "list(ANTENNAS)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b8ce0bd4",
   "metadata": {},
   "source": [
    "## 1. Antenna types\n",
    "\n",
    "Key figures at the HI line (1420.406 MHz) and the OH main line (1665.402 MHz), together with the SEFD with the B210 ($T_\\mathrm{sys} = 120$ K). The dish keeps its effective area, so its gain rises with frequency; horn and Yagi are defined by their gain (the Yagi values are typical example values, see `yagi.toml`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0257f741",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:53.503813Z",
     "iopub.status.busy": "2026-10-31T13:37:53.503425Z",
     "iopub.status.idle": "2026-10-31T13:37:53.512595Z",
     "shell.execute_reply": "2026-10-31T13:37:53.511057Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "antenna                    f [MHz]  G [dBi]  A_eff [m2]  HPBW [deg]   SEFD [Jy]\n",
      "Dish 3 m                  1420.406    30.78       4.241        4.84       78129\n",
      "Dish 3 m                  1665.402    32.16       4.241        4.13       78129\n",
      "Horn 15 dBi               1420.406    15.00       0.112       33.93     2955887\n",
      "Horn 15 dBi               1665.402    15.00       0.082       33.93     4063508\n",
      "Yagi 13 el. (example)     1420.406    15.00       0.112       33.93     2955887\n",
      "Yagi 13 el. (example)     1665.402    15.00       0.082       33.93     4063508\n"
     ]
    }
   ],
   "source": [
    "print(f\"{'antenna':<24s} {'f [MHz]':>9s} {'G [dBi]':>8s} {'A_eff [m2]':>11s} {'HPBW [deg]':>11s} {'SEFD [Jy]':>11s}\")\n",
    "for a in ANTENNAS.values():\n",
    "    for f in (HI_21CM, OH_1665):\n",
    "        s = a.summary(f)\n",
    "        print(f\"{a.name:<24s} {f/1e6:9.3f} {s['gain_dbi']:8.2f} {s['a_eff_m2']:11.3f} \"\n",
    "              f\"{s['hpbw_deg']:11.2f} {b210.sefd_jy(a, f):11.0f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79d88865",
   "metadata": {},
   "source": [
    "The primary beams: horn and Yagi are modelled as Gaussian main lobes derived from the gain, the dish as the Airy pattern of the equivalent uniformly illuminated aperture $d_\\mathrm{eff} = 1.02\\,D/k$ (same HPBW $k\\lambda/D$, with side lobes). The bars mark the HPBW. Horn and Yagi coincide here, because both have 15 dBi (the Yagi example was chosen with the same gain; with the data of a real antenna they will differ)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "77d72cb7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:53.515330Z",
     "iopub.status.busy": "2026-10-31T13:37:53.515063Z",
     "iopub.status.idle": "2026-10-31T13:37:54.337146Z",
     "shell.execute_reply": "2026-10-31T13:37:54.334938Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x450 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x450 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plot_beams(ANTENNAS.values())\n",
    "plt.show()\n",
    "fig, axes = plot_beams([ANTENNAS[\"dish_3m\"]], theta_max_deg=15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb1b0a94",
   "metadata": {},
   "source": [
    "## 2. Transfer function of the dish\n",
    "\n",
    "A single dish passes spatial frequencies only up to a cut-off. With tapered illumination the beam is wider than $\\lambda/D$, so the effective cut-off is $u_\\mathrm{cut} = d_\\mathrm{eff}/\\lambda = 1.02\\,D/(k\\lambda)$ and not $u_\\mathrm{max} = D/\\lambda$ (`aas6sim`, `u_cut_eff`). An interferometer baseline of length $b$ measures the spatial frequency $b/\\lambda$ – far beyond the single dish."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b12701e4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:54.341108Z",
     "iopub.status.busy": "2026-10-31T13:37:54.340755Z",
     "iopub.status.idle": "2026-10-31T13:37:54.543057Z",
     "shell.execute_reply": "2026-10-31T13:37:54.541260Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dish = ANTENNAS[\"dish_3m\"]\n",
    "u = np.linspace(0, 1.2 * dish.u_max(), 500)\n",
    "plt.figure(figsize=(8, 4))\n",
    "plt.plot(u, dish.otf(u), label=\"transfer function (u_cut_eff)\")\n",
    "plt.axvline(dish.u_cut_eff(), color=\"C1\", ls=\"--\", label=f\"u_cut_eff = {dish.u_cut_eff():.2f} λ\")\n",
    "plt.axvline(dish.u_max(), color=\"C2\", ls=\":\", label=f\"u_max = D/λ = {dish.u_max():.2f} λ\")\n",
    "plt.xlabel(\"spatial frequency u  [wavelengths]\"); plt.ylabel(\"transfer\")\n",
    "plt.title(\"3 m dish at 1420 MHz\"); plt.legend(); plt.grid(alpha=0.3)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dbe4e558",
   "metadata": {},
   "source": [
    "## 3. Receiver and sensitivity\n",
    "\n",
    "The B210 profile (notebook B). The table gives the noise of one visibility (real or imaginary part) for both arrays and the expected signal-to-noise ratio $|V|/\\sigma$ for the sky models of notebook 01, each at its transit (east–west baseline: $u = b/\\lambda$, $v = 0$; source in the beam centre, total bandwidth 2 MHz)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "60cd6200",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:54.545846Z",
     "iopub.status.busy": "2026-10-31T13:37:54.545611Z",
     "iopub.status.idle": "2026-10-31T13:37:54.553753Z",
     "shell.execute_reply": "2026-10-31T13:37:54.552612Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Receiver(name='Ettus USRP B210', t_sys_k=120.0, bandwidth_hz=2000000.0, sample_rate_sps=2000000.0, rx_channels=2, bits=16, agc=False, dc_offset_correction=False, iq_balance_correction=False, clock_source='internal', center_freq_hz=1420405751.768, rx_gain_db=None, sample_format='sc16', time_source='none', external_lna=True, freq_min_hz=70000000.0, freq_max_hz=6000000000.0, adc_bits=12, max_sample_rate_sps=61440000.0, max_sample_rate_2ch_sps=30720000.0, max_bandwidth_hz=56000000.0, max_bandwidth_2ch_hz=30720000.0, noise_figure_db=8.0, rx_gain_range_db=[0.0, 76.0], iip3_dbm=-20.0, adc_sfdr_dbc=78.0, freq_accuracy_ppm=2.0, freq_accuracy_gpsdo_unlocked_ppb=75.0, freq_accuracy_gpsdo_locked_ppb=1.0, pps_accuracy_ns=50.0, host_interface='USB 3.0 (USB 2.0 compatible)', fpga='Xilinx Spartan-6 XC6SLX150', extra={})"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b210"
   ]
  },
  {
   "attachments": {
    "b210_blockdiagram.png": {
     "image/png": 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U19fv7u7G59iQIUOuXbtGHIhhw4a1trb254d2794tKyvLnLzRE0Jo8eLFx44d8/X1Xbly5YIFC9hkO7S2tkpJSWloaHR0dHzy12tra6WkpJKSkvDX6dOnE5kzCCF7e3u8kpCQEHV1deaEop07d+KMmgkTJoSHhxOTNmzYgKMm/FVWVvbq1avMp9+CBQtKS0txEggXFxeRO7Ru3bpNmzbhz8nJyZqamsRSvLy8uIV9Tk7O0qVLiWQYfX39fl7HfH19dXR08L7cvn2bj48Pdzgxc+bMW7duEbkrY8eOLSoq6mtHli9fTmw5mUz+8OFDX/vFycnp5eVFVN24ceOILKPP+kXmqus1Mwch9M8///Q6FZ/tbW1tvU4dMmSIqalpX2se2PFtaWlRVlYmUryysrLIZDKbnIpeDwrLEWcwGDt27CCue93d3QYGBkT61sOHDyUlJd+/f48ziLi4uPD1Ki4ujsipWL58+Y4dO/A8hA8fPvDw8ED3d2AQgzcV4Kemp6dHtC35FiwsLI4dO5aWloZzdi0sLIKDg/vqj4hNZN6zcNq0aTipuqCgYOXKlc+ePTt+/PiKFSuY55k/f/6GDRuqqqpGjx7d3NwcHR3ds3uQKVOm4GfPXFxc0tLSUlJS/RwRYsSIEURLKiMjIwUFBXt7e3t7e2NjY+YBMbZs2YKjjr6ecLMgKgcnaaD/dnvFvtKqq6v7aui8e/duHAr2VZkdHR29dkKFzZo1S1FRMTw83NHRsampSVBQkDlrgoWKisqhQ4eIr//++++5c+eYfwg/wL5169bOnTtv3bolJydXXFz85MmTXtf2559/trS0vH//3tLSEj+837lzp4qKyqJFi5hbkeHabmtr4+bmJgozMjI6OzvxUp2dnbq6usSkIUOGMG8kDnuIzy0tLYsXLyaTyWVlZaampp6enkRihru7+5YtW/rTnurevXtRUVEPHz5kTt7o1Zw5c3BPyvn5+StXrjx58iTzm0NmKSkpq1evDggI2Lx588mTJ9mv1tfXV1JSkngpd/nyZZyJhOnq6uK9UFJSIlotIoTOnj0rKiqKX4uNHz/+/v37q1evxpMoFEp3d/fs2bPxV0VFReYFKRSKrKwsTtiQl5en0+nv3r2jUCj5+fkhISE4jsU7u3LlytevX/fslBl3M6CjozN9+vSQkJD+/KXU19d7eHhcvXoV78ucOXNevXrFyckZFhZWXl7+559/4tnExMT09PS2bt0aGxvb645QKBRiy3HwQLSjY9kv/DagZ9VduHDhs36Ruer6iUaj0el0Li4u/O6rvLy8Zx9KdXV17e3tbFKYBnZ8Dxw4wMPDQ/TiPXHiRJYBf/pzUFhmKyoq8vX1fffu3X9adJDJ1tbWdnZ2ixYt4uDg2Lx5s4WFBX6nzcfH9/btW+ZsiubmZkdHR1tbW+KtIEFMTIxKpTY2NhLZJgAMMpBTAX7Ht3PE51GjRuXm5jo6Oo4fP56DgyMiIoLlfo4ZbhrU2dnJ0qYcd4BL3BWxNAQaM2aMm5sbvoXtdbXi4uI4lvDx8SkvL2eZKiwsrK2tra2tPX369JEjRw54jDni/2McPmHe3t5+fn6HDh06dOhQPxs8yMrK4jmJjEMcVOB7mr7gflR7lre3t0dGRjI3ysJp38xRRGNjI5EU3isHB4eTJ08yGIzo6GiiccgALFu2DPdutGzZMn9/f3xPICEhodOHoUOHysnJiYuLEw1mpKWlaTQaS/Yzzg8h3phhdDq9pqZm5cqVhoaGRBfD/SEjI2Ntbf3x48eFCxfOnTuXJeTuT0Tx6NEjnFzOPq+Uxbhx4/bs2RMQEJCbm9tzanFx8e3bt318fM6ePXvq1KlLly6xX9uzZ8+YTxgJCQnmoJSIP0kkEvNfKw8Pj4eHh6ura0hISE1NDUuXBsxRK8uCLFM5ODjw1OzsbITQ3bt3z/yXi4sLc3iDqaqqhoSE3Llzx8jISExMLDQ0tD81lpeX19XVRewmiUTCFZ6RkcHS6kxMTIx4AdhzR5gbZBJb3td+ETMz18Dn/mKvT0nYu3v37v379xFCuGlTQUFBz3lwYV9tnwZ8fNPT01lyqNhcyvo6KCyePn1Kp9OZK01MTKy6urqoqIhOp//zzz/MZy9xSUQI1dTUuLq6JiYm1tTU9HK/RSKRyeRPts4CAIIKAL43fB2nUqnsC4nLPf5PqLOzk7nrJPyfx/Hjx1+8ePHixQuEUF+PpRFCeKA3/Iad+dHX27dv8TNCXGJnZ2dtbc08HPjr168R2+zqTZs2KSoqfvz4EQ8i8S3gRguIqbOjwMBADw+PU6dObdmypf/rGTZsGH4GSWQkV1RUIISmTJnCZilRUVHmDrgIDx8+bG5uZr5dEBMTk5WVxeskggr2K7ewsKipqbl9+3ZTU9MXPgJsbGw0MjKytLTErTicnZ15eXnF+0Amk8eOHcscEtBoNObwEtPX19fW1sZ9sxKF06dPNzc319DQUFJSYn5R00/43QjOX3d2du7/gg8ePLh+/Xp8fLyYmFhnZ+epU6f6vyy+x8J/Jsw6Ozt37969f/9+hNDy5cvXr19vY2PD/mm3nJxcX0NA9qW2tnby5MmmpqaHDh3auHEjbqfe1tbW691bP+HWicbGxn/9l4uLS89H6a9fv544ceLz58/r6+sjIiICAgJYQsS+9hExdWzAHBaydAHU1NT0WQHe5/oOv/jgwQP8wsTQ0HDChAnMLwAJwcHBo0aNWrZs2dc9vj33bgAHpec6mZ+b4Bojk8kjRowgkUgyMjJ9rUFUVDQwMPDSpUtWVlY5OTksU1taWnA3dPDfN4CgAoAfwNfXV0ZGRlJSEj8PFhISwu3giZvjxMTEGzdurFq1Ct+x4cInT54kJydv2LChoKCAyEzA3cWePXuW+UFRSEjIhAkT/P39Hz9+fOPGDYSQqqpqXxuzfPlynI+xZs2ay5cv5+bm3rx509jYuL29fdy4cUTTppycnHPnzsnKyuro6GzYsMHExARnbpiZmfW1Zm5u7sOHDyOEoqOjHz58+FWqLisra9euXbt27XJ0dNTV1cW3nvr6+jNnzsQxhoODA4lE8vHxkZGRkZaWlpSUlJeXLyoqIsKtpKQk/LCwqKjo9u3bRJiE9/TMmTNtbW0FBQU3b97ElcNmYyZMmECsmVlOTg4/Pz9LgyV7e3vmx6gvXrzALXBYlJaW4kPJx8e3bt06GxsbooEHvrnH/zLf8fcsYZ6NRqMtWbJEQUEBH4uSkpLm5mb2lWxkZCQhIUF0aPP06VNxcXGW/rtIJNKFCxfy8vL27t3L8gy4Z7dgPTeyZ+GePXtwTjYvLy+dTn/58iUuv3Hjxtq1a9k8B71///7+/fs1NTWvXbsWGxu7d+/enk/lCXg9zL/LHFQ8ePAAR4lUKtXa2nrTpk24EzCE0PHjx+Xk5BYvXswmd3/jxo0vXrwgtryiogKPAMjyo7hRDf6clpbW1dVFtBN7+fIllUotKCh49OhRzypi85UY5wQhNHny5Llz5zJ3yOPn54c7YcMbg2crKCjAvSwICgqam5vPnj0bb1VRUdGKFSt69veFjRw5cvHixcxtpfbt24cby9XX1xOxWVdX17Vr14jAvp9b/smpxHgsOAQd2C/2Ck9lPpOfP39+5swZfCPOxcV18eLF1NRU5jZ7CKGkpKSrV69evHiROE9YDPj4Ojg4ZGRkEFen8vLy+vp6onFmPw8KyxGfOnXqzJkzo6KiiNliYmLs7e3xxm/ZsiUqKop4kYIHqMFbxcfHRyKRdHV13d3dTUxMWCKi0tJS9m90AfjlQVoJ+Ak1NTUJCwv3esauXr0az0O0UxIQEFi9ejVOhH306BFuR0Emk+fMmYNTn93c3Dg5Obm4uIYNG+bq6rp+/XoSiXTgwAEGg3H58mVlZWVi5ZqampWVlewHSJo/fz7zTTAHB8fs2bMrKiqYExlxNgWBk5Nz/fr1xH/zeO+4ublv3LjBvHIjIyMce+CveABaR0fHz629niPX8vPzT5o0ydfXl0hJDA4O7tmSaujQoW/evMEDSOHGzcyOHDlCDC+Fcw94eHg4ODi4ubn9/PzYb1JQUJCTk1Ov6cISEhIshTQazdzc/MiRI5mZmS4uLjh3k9nLly/Nzc2FhIT09PRwHRYVFRkbGxNDUBkYGAgKCpqZmQUFBTEYjKdPnzo6OlIoFGlp6U2bNr169YrBYAQGBpqamgoKCs6cOdPd3Z3BYOzfv5+Dg8PJycnT09PBwUFSUhIPxsdeZmbm3Llzr1y5cuXKFV1d3dTU1F5na2lpcXR0nDVrVmBg4J07dyIjI+3t7ePi4ohBEuvr6zdv3qysrCwoKLh+/Xo8uNidO3fs7e0FBQVHjRrl7Oz8/v37tLQ0Dg4OU1NTLy8vFxcXDQ2NyZMn4zUEBATw8/MTCbgsCgoKet7PvXjxoteZY2NjV69eLSAgMGnSJGdnZ6Lc0dFRSUkpIyMDjy/p4uIyefJkfn5+HNVj9+7dU1JSEhAQ0NLS2rJlS1/1lpycrK2tfeDAgcOHD7u4uNTV1VVVVVlaWgoICMyfPz8jIyMjI8PAwEBAQMDa2rqmpqa5udnQ0NDCwuLixYt+fn74V9asWVNdXX3hwgU1NbURI0bgPHsvLy8JCYkJEybgrhE8PDzExMTGjx8fERFRU1NjZWVF/AROfLe2tra1tT1z5oybm1t8fDw+FtbW1gICAoaGhllZWQkJCX/++efBgwevXLly9OhRT09PotMCCoWCryR9HXQ7OzsLC4szZ85s27aNyB7OyckxNjb29fU9ceLE4sWLif4n2OxIVVXVunXrBAQEDAwMcFowm/1KS0vDVWdlZVVVVTWwX+x1j7y8vHD/ZgYGBps2bbKzs5s1axYvL+/w4cNZrpOLFy+2s7NLSEi4efOms7OzsbExTijvy4CPL77kLly48MyZMydOnPD09JSQkFBXV79582b/DwrLEcd9CVhaWm7ZsgUPbblr166uri5iJcePH587d+6pU6e8vLy8vb3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    }
   },
   "cell_type": "markdown",
   "id": "edc8b04a",
   "metadata": {},
   "source": [
    "### B210 device profile\n",
    "\n",
    "![Receive path of the B210](attachment:b210_blockdiagram.png)\n",
    "\n",
    "*Receive path of one station.* The sky signal from the antenna is amplified by an **external LNA** – the system temperature of 120 K used in the notebooks is only possible with it, the B210 alone has a noise figure of up to 8 dB (≈ 1540 K). Inside the B210 the AD9361 amplifies (0–76 dB), mixes with the local oscillator to complex baseband (I and Q), filters and digitises with 12 bits; the FPGA decimates and time-stamps the samples, which reach the host over USB 3.0. Both RX channels share LO and clock. The LO and the sample clock follow the **reference**: the internal TCXO (±2 ppm) or a GPS-disciplined oscillator (< 1 ppb, with PPS) – the decisive choice for the VLB interferometer (notebook 00). Figure: `docs/images/b210_blockdiagram.tex` (TikZ).\n",
    "\n",
    "The profile `configs/receivers/b210.toml` holds the operating settings of notebook B and the data-sheet values of the device; `b210_gpsdo.toml` (one station with GPSDO) and `b210_aas6_sim.toml` (settings of the AAS6 simulation) build on it with `base = \"b210\"`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "35c0ab2b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:54.556262Z",
     "iopub.status.busy": "2026-10-31T13:37:54.556044Z",
     "iopub.status.idle": "2026-10-31T13:37:54.564526Z",
     "shell.execute_reply": "2026-10-31T13:37:54.562745Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "device data (data sheet):\n",
      "  freq_min_hz                                70 MHz\n",
      "  freq_max_hz                              6000 MHz\n",
      "  adc_bits                                   12 bit\n",
      "  max_sample_rate_sps                     61.44 MS/s\n",
      "  max_sample_rate_2ch_sps                 30.72 MS/s\n",
      "  max_bandwidth_hz                           56 MHz\n",
      "  max_bandwidth_2ch_hz                    30.72 MHz\n",
      "  noise_figure_db                             8 dB\n",
      "  iip3_dbm                                  -20 dBm\n",
      "  adc_sfdr_dbc                               78 dBc\n",
      "  freq_accuracy_ppm                           2 ppm\n",
      "  freq_accuracy_gpsdo_unlocked_ppb           75 ppb\n",
      "  freq_accuracy_gpsdo_locked_ppb              1 ppb\n",
      "  pps_accuracy_ns                            50 ns\n",
      "  rx_gain_range_db                   [0.0, 76.0] dB\n",
      "  host_interface                     USB 3.0 (USB 2.0 compatible)\n",
      "  fpga                               Xilinx Spartan-6 XC6SLX150\n",
      "\n",
      "receiver noise temperature from NF: 1540 K (t_sys_k = 120 K with external LNA)\n"
     ]
    }
   ],
   "source": [
    "print(\"device data (data sheet):\")\n",
    "for key, unit, scale in ((\"freq_min_hz\", \"MHz\", 1e-6), (\"freq_max_hz\", \"MHz\", 1e-6), (\"adc_bits\", \"bit\", 1),\n",
    "                         (\"max_sample_rate_sps\", \"MS/s\", 1e-6), (\"max_sample_rate_2ch_sps\", \"MS/s\", 1e-6),\n",
    "                         (\"max_bandwidth_hz\", \"MHz\", 1e-6), (\"max_bandwidth_2ch_hz\", \"MHz\", 1e-6),\n",
    "                         (\"noise_figure_db\", \"dB\", 1), (\"iip3_dbm\", \"dBm\", 1), (\"adc_sfdr_dbc\", \"dBc\", 1),\n",
    "                         (\"freq_accuracy_ppm\", \"ppm\", 1), (\"freq_accuracy_gpsdo_unlocked_ppb\", \"ppb\", 1),\n",
    "                         (\"freq_accuracy_gpsdo_locked_ppb\", \"ppb\", 1), (\"pps_accuracy_ns\", \"ns\", 1)):\n",
    "    print(f\"  {key:<34s} {getattr(b210, key) * scale:10.6g} {unit}\")\n",
    "print(f\"  {'rx_gain_range_db':<34s} {b210.rx_gain_range_db} dB\")\n",
    "print(f\"  {'host_interface':<34s} {b210.host_interface}\")\n",
    "print(f\"  {'fpga':<34s} {b210.fpga}\")\n",
    "print(f\"\\nreceiver noise temperature from NF: {b210.receiver_noise_temperature_k():.0f} K \"\n",
    "      f\"(t_sys_k = {b210.t_sys_k:g} K with external LNA)\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "be0398a2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:54.566252Z",
     "iopub.status.busy": "2026-10-31T13:37:54.566055Z",
     "iopub.status.idle": "2026-10-31T13:37:54.576172Z",
     "shell.execute_reply": "2026-10-31T13:37:54.574965Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "profile          ch  f_c [MHz] rate [MS/s] data [MB/s]  [GB/h]     clock   LO offset   t(1 rad)  checks\n",
      "b210              2   1420.406        2.00       16.00    57.6  internal  2.84e+03 Hz    0.06 ms      ok\n",
      "b210_gpsdo        1   1420.406        2.00        8.00    28.8     gpsdo      1.42 Hz  112.05 ms      ok\n",
      "b210_aas6_sim     1   1665.402        0.20        0.80     2.9  internal  3.33e+03 Hz    0.05 ms      ok\n"
     ]
    }
   ],
   "source": [
    "PROFILES = {n: Receiver.from_toml(CFG / \"receivers\" / f\"{n}.toml\")\n",
    "            for n in (\"b210\", \"b210_gpsdo\", \"b210_aas6_sim\")}\n",
    "print(f\"{'profile':<15s} {'ch':>3s} {'f_c [MHz]':>10s} {'rate [MS/s]':>11s} {'data [MB/s]':>11s} \"\n",
    "      f\"{'[GB/h]':>7s} {'clock':>9s} {'LO offset':>11s} {'t(1 rad)':>10s} {'checks':>7s}\")\n",
    "for n, r in PROFILES.items():\n",
    "    d = r.data_rate_bytes_per_s()\n",
    "    t1 = r.phase_coherence_time_s()\n",
    "    t1s = f\"{t1 * 1e3:7.2f} ms\" if t1 < 1 else f\"{t1:7.2f} s\"\n",
    "    print(f\"{n:<15s} {r.rx_channels:3d} {r.center_freq_hz / 1e6:10.3f} {r.sample_rate_sps / 1e6:11.2f} \"\n",
    "          f\"{d / 1e6:11.2f} {d * 3600 / 1e9:7.1f} {r.clock_source:>9s} {r.lo_offset_hz():9.3g} Hz {t1s:>10s} \"\n",
    "          f\"{'ok' if not r.validate() else 'WARN':>7s}\")\n",
    "for n, r in PROFILES.items():\n",
    "    for w in r.validate():\n",
    "        print(f\"  {n}: {w}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e626385f",
   "metadata": {},
   "source": [
    "`validate()` compares the settings with the device data – e.g. a sample rate above 30.72 MS/s with two channels, a frequency outside 70 MHz–6 GHz, a gain outside 0–76 dB, or a system temperature below the receiver noise temperature without external LNA. The LO offset and the time $t_1 = 1/(2\\pi y f)$ to one radian of phase drift use the data-sheet *accuracy* of the reference; the short-term stability of a locked GPSDO is better, so $t_1$ is a lower limit (notebook 00, section 4)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "41e4e99c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:54.578760Z",
     "iopub.status.busy": "2026-10-31T13:37:54.578493Z",
     "iopub.status.idle": "2026-10-31T13:37:54.593341Z",
     "shell.execute_reply": "2026-10-31T13:37:54.591740Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "AAS6 simulation, two stations: baseline 11,092.8 m = 52,557 λ, antennas Dish 3 m\n",
      "   sigma(   1 s) =      39.06 Jy\n",
      "   sigma(  10 s) =      12.35 Jy\n",
      "   sigma(  60 s) =       5.04 Jy\n",
      "   source         S [Jy]   |V| [Jy]  S/N (10 s)\n",
      "   cas_a            1636       0.93         0.1\n",
      "   cyg_a            1556      21.29         1.7\n",
      "   tau_a             806       0.00         0.0\n",
      "   vir_a             210       3.99         0.3\n",
      "   orion_a           400       0.00         0.0\n",
      "   sun_21cm       476200      14.64         1.2\n",
      "\n",
      "Two horns, 10 m east-west: baseline 10.0 m = 47 λ, antennas Horn 15 dBi\n",
      "   sigma(   1 s) =    1477.94 Jy\n",
      "   sigma(  10 s) =     467.37 Jy\n",
      "   sigma(  60 s) =     190.80 Jy\n",
      "   source         S [Jy]   |V| [Jy]  S/N (10 s)\n",
      "   cas_a            1636    1623.98         3.5\n",
      "   cyg_a            1556    1551.38         3.3\n",
      "   tau_a             806     783.91         1.7\n",
      "   vir_a             210     205.09         0.4\n",
      "   orion_a           400     378.79         0.8\n",
      "   sun_21cm       476200  351658.32       752.4\n"
     ]
    }
   ],
   "source": [
    "ARRAYS = {p.stem: Array.from_toml(p) for p in [CFG / \"sites\" / \"aas6_sim_stations.toml\",\n",
    "                                               CFG / \"sites\" / \"two_horns_10m.toml\"]}\n",
    "SKIES = {n: SkyModel.from_json(CFG / \"skies\" / f\"{n}.json\")\n",
    "         for n in [\"cas_a\", \"cyg_a\", \"tau_a\", \"vir_a\", \"orion_a\", \"sun_21cm\"]}\n",
    "lam = C_LIGHT / HI_21CM\n",
    "for key, arr in ARRAYS.items():\n",
    "    a1, a2 = arr.stations[0].antenna, arr.stations[1].antenna\n",
    "    b = arr.baseline_lengths_m()[0]\n",
    "    print(f\"\\n{arr.name}: baseline {b:,.1f} m = {b / lam:,.0f} λ, antennas {a1.name}\")\n",
    "    for t in (1.0, 10.0, 60.0):\n",
    "        print(f\"   sigma({t:4.0f} s) = {b210.baseline_sigma_jy(a1, a2, t):10.2f} Jy\")\n",
    "    print(f\"   {'source':<10s} {'S [Jy]':>10s} {'|V| [Jy]':>10s} {'S/N (10 s)':>11s}\")\n",
    "    sig = b210.baseline_sigma_jy(a1, a2, 10.0)\n",
    "    for n, s in SKIES.items():\n",
    "        V = abs(s.visibility(b / lam, 0.0))\n",
    "        print(f\"   {n:<10s} {s.total_flux_jy:10.0f} {V:10.2f} {V / sig:11.1f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11ed5b8b",
   "metadata": {},
   "source": [
    "On the 11 km baseline most sources are resolved: their visibility drops to a few Jy or less, and only compact structure (the Cyg A hotspots, the Vir A core and jet, the sharp edges of the Sun and of the Cas A shell) remains – longer integration is needed for a detection. On the 10 m baseline nothing is resolved except the Sun, which dominates by far – the reason why notebook B uses it as the first target for the two horns."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "62f370c1",
   "metadata": {},
   "source": [
    "### Choice of the baseline length: Cygnus A\n",
    "\n",
    "How much of Cyg A is seen depends on the baseline length. Below about 100 m the source is unresolved ($|V|\\approx S$, S/N about 100 in 10 s with the dishes); between about 150 m and 1 km the two lobes ($\\approx 2'$ apart) produce minima and maxima – the structure information; on several kilometres only the compact hotspots remain. The grey lines are the noise of one visibility for 10 s, 60 s and 600 s. Documentation: chapter *Stations and Array*, section *Choice of the baseline length*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "3dec7113",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:54.595614Z",
     "iopub.status.busy": "2026-10-31T13:37:54.595427Z",
     "iopub.status.idle": "2026-10-31T13:37:55.172433Z",
     "shell.execute_reply": "2026-10-31T13:37:55.171006Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 900x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "baseline [m]  |V| E-W [Jy]  |V| N-S [Jy]  S/N E-W (10 s)\n",
      "          10        1551.4        1555.2           125.6\n",
      "          50        1442.3        1537.2           116.8\n",
      "         100        1124.3        1481.6            91.0\n",
      "         200         158.7        1271.9            12.8\n",
      "         300         682.4         964.2            55.2\n",
      "         500         584.8         262.8            47.3\n",
      "       1,000          90.0         424.3             7.3\n",
      "       2,000          32.0         151.5             2.6\n",
      "      11,093          21.3          38.8             1.7\n"
     ]
    }
   ],
   "source": [
    "cyga = SKIES[\"cyg_a\"]\n",
    "dish_arr = ARRAYS[\"aas6_sim_stations\"]\n",
    "d = dish_arr.stations[0].antenna\n",
    "b = np.logspace(0, np.log10(2e4), 2000)                   # baseline in m\n",
    "fig, ax = plt.subplots(figsize=(9, 4.8))\n",
    "ax.loglog(b, abs(cyga.visibility(b / lam, 0)), label=\"east-west\")\n",
    "ax.loglog(b, abs(cyga.visibility(0, b / lam)), \"--\", lw=1, label=\"north-south\")\n",
    "for t, ls in ((10, \":\"), (60, \"-.\"), (600, (0, (1, 4)))):\n",
    "    ax.axhline(b210.baseline_sigma_jy(d, d, t), color=\"grey\", ls=ls, lw=1,\n",
    "               label=f\"σ ({t:g} s, 2 × 3 m dish, B210)\")\n",
    "ax.axvline(dish_arr.baseline_lengths_m()[0], color=\"C3\", lw=1, label=\"AAS6 stations 11.1 km\")\n",
    "ax.axvspan(150, 1000, color=\"C2\", alpha=0.08, label=\"structure of the lobes\")\n",
    "ax.set_xlabel(\"baseline  [m]\"); ax.set_ylabel(\"|V|  [Jy]\"); ax.set_ylim(1, 3000)\n",
    "ax.grid(alpha=0.3, which=\"both\"); ax.legend(fontsize=7.5, loc=\"lower left\")\n",
    "ax.set_title(\"Cygnus A at 1420 MHz: visibility amplitude and noise over the baseline length\", fontsize=10)\n",
    "plt.show()\n",
    "print(f\"{'baseline [m]':>12s} {'|V| E-W [Jy]':>13s} {'|V| N-S [Jy]':>13s} {'S/N E-W (10 s)':>15s}\")\n",
    "for bl in (10, 50, 100, 200, 300, 500, 1000, 2000, dish_arr.baseline_lengths_m()[0]):\n",
    "    ve, vn = abs(cyga.visibility(bl / lam, 0)), abs(cyga.visibility(0, bl / lam))\n",
    "    print(f\"{bl:12,.0f} {ve:13.1f} {vn:13.1f} {ve / b210.baseline_sigma_jy(d, d, 10):15.1f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c8d95ab6",
   "metadata": {},
   "source": [
    "## 4. Arrays\n",
    "\n",
    "Station positions in the local frame (east, north) of the site and all baselines. Stations are given geodetically (AAS6 simulation, from `sb_iq_sim_a/b.json`) or as offsets in metres from the site (two horns)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "39972fa1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:55.175188Z",
     "iopub.status.busy": "2026-10-31T13:37:55.174959Z",
     "iopub.status.idle": "2026-10-31T13:37:55.482833Z",
     "shell.execute_reply": "2026-10-31T13:37:55.481616Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1300x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AAS6 simulation, two stations      A-B    east    11092.777 m  north    10.726 m  up   -9.628 m\n",
      "Two horns, 10 m east-west          H1-H2  east       10.000 m  north    -0.000 m  up   -0.000 m\n"
     ]
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 2, figsize=(13, 4.8))\n",
    "for ax, arr in zip(axes, ARRAYS.values()):\n",
    "    plot_array(arr, ax=ax)\n",
    "fig.tight_layout(); plt.show()\n",
    "for arr in ARRAYS.values():\n",
    "    for name, (e, n, u) in zip(arr.baseline_names(), arr.baselines_enu()):\n",
    "        print(f\"{arr.name:<34s} {name:6s} east {e:12.3f} m  north {n:9.3f} m  up {u:8.3f} m\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df4f076e",
   "metadata": {},
   "source": [
    "The AAS6 stations lie on the same latitude: the baseline is almost purely east–west; the small *up* component is the curvature of the Earth over 11 km.\n",
    "\n",
    "## 5. Selector\n",
    "\n",
    "Choose antenna, spectral line and integration time; the key figures, the SEFD and the noise of one baseline of two equal antennas with the B210 are shown together with the beam. (The selector needs a running kernel.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "df010e10",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-31T13:37:55.485517Z",
     "iopub.status.busy": "2026-10-31T13:37:55.485202Z",
     "iopub.status.idle": "2026-10-31T13:37:55.877761Z",
     "shell.execute_reply": "2026-10-31T13:37:55.873976Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "ba18e49a0dbc4cd28b3f3949493a7971",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(Dropdown(description='antenna', options=('dish_3m', 'horn_15dbi', 'yagi'), value='dish_3…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import ipywidgets as widgets\n",
    "from IPython.display import display\n",
    "\n",
    "def show_antenna(key, line, t_int_s):\n",
    "    a, f = ANTENNAS[key], LINES[line]\n",
    "    s = a.summary(f)\n",
    "    print(f\"{a.name} at {line} ({f / 1e6:.3f} MHz)\")\n",
    "    print(f\"  gain {s['gain_dbi']:.2f} dBi, A_eff {s['a_eff_m2']:.3f} m², HPBW {s['hpbw_deg']:.2f}°\")\n",
    "    print(f\"  SEFD with {b210.name}: {b210.sefd_jy(a, f):,.0f} Jy\")\n",
    "    print(f\"  noise of one visibility ({t_int_s:g} s, {b210.bandwidth_hz / 1e6:g} MHz): \"\n",
    "          f\"{b210.baseline_sigma_jy(a, a, t_int_s, f):,.2f} Jy\")\n",
    "    plot_beams([a], f)\n",
    "    plt.show()\n",
    "\n",
    "display(widgets.interactive(\n",
    "    show_antenna,\n",
    "    key=widgets.Dropdown(options=list(ANTENNAS), value=\"dish_3m\", description=\"antenna\"),\n",
    "    line=widgets.Dropdown(options=list(LINES), value=\"HI\", description=\"line\"),\n",
    "    t_int_s=widgets.FloatLogSlider(value=10, base=10, min=-1, max=3, description=\"t_int [s]\"),\n",
    "))"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (interferosim)",
   "language": "python",
   "name": "interferosim"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
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         "text": "Dish 3 m at HI (1420.406 MHz)\n  gain 30.78 dBi, A_eff 4.241 m², HPBW 4.84°\n  SEFD with Ettus USRP B210: 78,129 Jy\n  noise of one visibility (10 s, 2 MHz): 12.35 Jy\n"
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