risca_demo.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/lin-k23/RISCA/blob/main/risca_demo.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "R0yzsajE0LWS"
      },
      "source": [
        "# RISCA"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "fau8tp4X0LWU"
      },
      "source": [
        "## Dependencies"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import imp\n",
        "from preset_mdl import preset_mdl\n",
        "import preset_mdl\n",
        "imp.reload(preset_mdl)\n",
        "from preset_mdl import preset_mdl\n",
        "\n",
        "from analyser.analyser_new import Analyser\n",
        "import analyser.analyser_new\n",
        "imp.reload(analyser.analyser_new)\n",
        "from analyser.analyser_new import Analyser"
      ],
      "metadata": {
        "id": "bS2kivnlTxkr"
      },
      "execution_count": 57,
      "outputs": []
    },
    {
      "cell_type": "code",
      "execution_count": 58,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "s25U5OWi0LWU",
        "outputId": "7d524af0-e415-4e7e-970b-b0718266df33"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'SAR_ADC'...\n",
            "remote: Enumerating objects: 564, done.\u001b[K\n",
            "remote: Counting objects: 100% (564/564), done.\u001b[K\n",
            "remote: Compressing objects: 100% (335/335), done.\u001b[K\n",
            "remote: Total 564 (delta 339), reused 451 (delta 226), pack-reused 0 (from 0)\u001b[K\n",
            "Receiving objects: 100% (564/564), 4.17 MiB | 15.09 MiB/s, done.\n",
            "Resolving deltas: 100% (339/339), done.\n",
            "/content/SAR_ADC/script/SAR_ADC/script\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/lin-k23/SAR_ADC.git\n",
        "import pandas as pd\n",
        "import os\n",
        "%cd SAR_ADC/script\n",
        "from preset_mdl import preset_mdl\n",
        "from preset_pr import preset_pr\n",
        "from signal_source import signal_source\n",
        "from RISCA_core import RISCA_core\n",
        "from analyser.analyser_new import Analyser\n",
        "from util.load_assembler_xlsx import load_assembler_xlsx\n",
        "from util.display_dataframe import display_dataframe\n",
        "from util.select import select"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "mdl = preset_mdl()\n",
        "mdl\n"
      ],
      "metadata": {
        "id": "RnfniAsOTMjC",
        "outputId": "dbde0e4f-cd74-432e-b810-c602ca8db19f",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 61,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'n_cb': 6,\n",
              " 'n_in_bus': 2,\n",
              " 'n_ana_bus': 2,\n",
              " 'n_out_bus': 1,\n",
              " 'n_frame': 16,\n",
              " 'K': 1.38e-23,\n",
              " 'T': 300,\n",
              " 'v_ref': 0.9,\n",
              " 'n_wgt_sar1': [256, 128, 64, 32, 16],\n",
              " 'n_wgt_sar2': [16, 8, 4, 2, 1, 0.5],\n",
              " 'cu_cdac': 2e-15,\n",
              " 'cu_bridge': 5e-14,\n",
              " 'n_cu_Cmin1': 5,\n",
              " 'n_cu_Cmin2': 10,\n",
              " 'n_cu_Cmaj': 25,\n",
              " 'nominal_amp_gain': 8,\n",
              " 'nominal_gm_amp': 0.008,\n",
              " 'nominal_TIA_gain': 1000.0,\n",
              " 'par_cmp': 1e-14,\n",
              " 'par_cbridge_top': 0.05,\n",
              " 'par_cbridge_bot': 0.1,\n",
              " 'sgm_vn_cmp': 0.0005,\n",
              " 'sgm_vn_amp': 5e-05,\n",
              " 'sgm_vn_amp_lbw': 2.5e-05,\n",
              " 'sgm_vos_cmp': 0.001,\n",
              " 'sgm_vos_amp': 0.001,\n",
              " 'a_nl2_amp': -60,\n",
              " 'a_nl3_amp': -60,\n",
              " 'is_nonideal': 1,\n",
              " 'is_verbose': 0,\n",
              " 'en_noi_cdac': 1,\n",
              " 'en_noi_cmp': 1,\n",
              " 'en_noi_amp': 1,\n",
              " 'en_noi_cfb': 1,\n",
              " 'en_os_cmp': 1,\n",
              " 'en_os_amp': 1,\n",
              " 'en_chs_error': 1}"
            ]
          },
          "metadata": {},
          "execution_count": 61
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "RuGvaog40LWU"
      },
      "source": [
        "## Set Parameters"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 62,
      "metadata": {
        "id": "2Ypmuo3q0LWU"
      },
      "outputs": [],
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='Single-Channel SAR' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['N_fft']=1024"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5HKborS10LWU"
      },
      "source": [
        "## Run Simulator"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 64,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 534
        },
        "id": "8vTJxsSw0LWU",
        "outputId": "256ced51-e256-4026-9b73-e9d34c6d0b57"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading file: ../config/sar/timing_table.xlsx\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<div style='text-align: center"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7be389877310>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_29684 thead th {\n",
              "  background-color: #1E3A8A;\n",
              "  color: white;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  text-align: center;\n",
              "  min-width: 150px;\n",
              "}\n",
              "#T_29684 tbody td {\n",
              "  background-color: #F1F5F9;\n",
              "  color: #1F2937;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  min-width: 150px;\n",
              "  max-width: 300px;\n",
              "  height: 40px;\n",
              "}\n",
              "#T_29684 caption {\n",
              "  font-weight: bold;\n",
              "  color: white;\n",
              "  font-size: 25px;\n",
              "}\n",
              "#T_29684 th {\n",
              "  font-weight: bold;\n",
              "  text-align: center;\n",
              "}\n",
              "#T_29684 td {\n",
              "  color: #1F2937;\n",
              "  border: 3px solid #D1D5DB;\n",
              "}\n",
              "#T_29684_row0_col0, #T_29684_row0_col1, #T_29684_row0_col2, #T_29684_row1_col0, #T_29684_row1_col1, #T_29684_row1_col2, #T_29684_row2_col0, #T_29684_row2_col1, #T_29684_row2_col2, #T_29684_row3_col0, #T_29684_row3_col1, #T_29684_row3_col2, #T_29684_row4_col0, #T_29684_row4_col1, #T_29684_row4_col2, #T_29684_row5_col0, #T_29684_row5_col1, #T_29684_row5_col2 {\n",
              "  text-align: center;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_29684\" class=\"dataframe\">\n",
              "  <caption>Timing Table</caption>\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th id=\"T_29684_level0_col0\" class=\"col_heading level0 col0\" >Frame1</th>\n",
              "      <th id=\"T_29684_level0_col1\" class=\"col_heading level0 col1\" >Frame2</th>\n",
              "      <th id=\"T_29684_level0_col2\" class=\"col_heading level0 col2\" >Frame3</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th class=\"index_name level0\" >Item</th>\n",
              "      <th class=\"blank col0\" >&nbsp;</th>\n",
              "      <th class=\"blank col1\" >&nbsp;</th>\n",
              "      <th class=\"blank col2\" >&nbsp;</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_29684_level0_row0\" class=\"row_heading level0 row0\" >CB1</th>\n",
              "      <td id=\"T_29684_row0_col0\" class=\"data row0 col0\" >OUT RST SAM1</td>\n",
              "      <td id=\"T_29684_row0_col1\" class=\"data row0 col1\" >MSB</td>\n",
              "      <td id=\"T_29684_row0_col2\" class=\"data row0 col2\" >LSB</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_29684_level0_row1\" class=\"row_heading level0 row1\" >CB2</th>\n",
              "      <td id=\"T_29684_row1_col0\" class=\"data row1 col0\" >nan</td>\n",
              "      <td id=\"T_29684_row1_col1\" class=\"data row1 col1\" >nan</td>\n",
              "      <td id=\"T_29684_row1_col2\" class=\"data row1 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_29684_level0_row2\" class=\"row_heading level0 row2\" >CB3</th>\n",
              "      <td id=\"T_29684_row2_col0\" class=\"data row2 col0\" >nan</td>\n",
              "      <td id=\"T_29684_row2_col1\" class=\"data row2 col1\" >nan</td>\n",
              "      <td id=\"T_29684_row2_col2\" class=\"data row2 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_29684_level0_row3\" class=\"row_heading level0 row3\" >CB4</th>\n",
              "      <td id=\"T_29684_row3_col0\" class=\"data row3 col0\" >nan</td>\n",
              "      <td id=\"T_29684_row3_col1\" class=\"data row3 col1\" >nan</td>\n",
              "      <td id=\"T_29684_row3_col2\" class=\"data row3 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_29684_level0_row4\" class=\"row_heading level0 row4\" >CB5</th>\n",
              "      <td id=\"T_29684_row4_col0\" class=\"data row4 col0\" >nan</td>\n",
              "      <td id=\"T_29684_row4_col1\" class=\"data row4 col1\" >nan</td>\n",
              "      <td id=\"T_29684_row4_col2\" class=\"data row4 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_29684_level0_row5\" class=\"row_heading level0 row5\" >CB6</th>\n",
              "      <td id=\"T_29684_row5_col0\" class=\"data row5 col0\" >nan</td>\n",
              "      <td id=\"T_29684_row5_col1\" class=\"data row5 col1\" >nan</td>\n",
              "      <td id=\"T_29684_row5_col2\" class=\"data row5 col2\" >nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "</div>"
            ]
          },
          "metadata": {}
        }
      ],
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='Single-Channel SAR' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['N_fft']=1024\n",
        "pr_loaded = load_assembler_xlsx(os.path.join(\"../config\",pr['conf_name']))\n",
        "pr.update(pr_loaded)\n",
        "cfg_info = pd.DataFrame(pr[\"conf_table\"])\n",
        "display_dataframe(cfg_info,pr[\"conf_name\"])"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "da = RISCA_core(mdl, pr, signal_source(pr, mdl))\n",
        "print(\"Output spectrum\")\n",
        "test = Analyser(da, pr, mdl)\n",
        "test.mode_analyser()"
      ],
      "metadata": {
        "id": "NI6rK6gtU2Ph",
        "outputId": "c98ad72c-9fef-41b8-b396-e3677f50bd5e",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 581
        }
      },
      "execution_count": 65,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Output spectrum\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Single-Channel SAR"
      ],
      "metadata": {
        "id": "Pr6u7gDRAbXM"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/ZRyqsSs.png\" width=\"600\"/>\n",
        "</figure>\n",
        "\n"
      ],
      "metadata": {
        "id": "ebp8YUk32Qn2"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='Single-Channel SAR' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['N_fft']=1024\n",
        "pr_loaded = load_assembler_xlsx(os.path.join(\"../config\",pr['conf_name']))\n",
        "pr.update(pr_loaded)\n",
        "cfg_info = pd.DataFrame(pr[\"conf_table\"])\n",
        "display_dataframe(cfg_info,pr[\"conf_name\"])"
      ],
      "metadata": {
        "id": "Cj60d4Pcjlqu",
        "outputId": "1ae5e08b-d6ee-45da-b5a7-1b0b4c914522",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 534
        }
      },
      "execution_count": 66,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading file: ../config/sar/timing_table.xlsx\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<div style='text-align: center"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7be389769210>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_d02f6 thead th {\n",
              "  background-color: #1E3A8A;\n",
              "  color: white;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  text-align: center;\n",
              "  min-width: 150px;\n",
              "}\n",
              "#T_d02f6 tbody td {\n",
              "  background-color: #F1F5F9;\n",
              "  color: #1F2937;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  min-width: 150px;\n",
              "  max-width: 300px;\n",
              "  height: 40px;\n",
              "}\n",
              "#T_d02f6 caption {\n",
              "  font-weight: bold;\n",
              "  color: white;\n",
              "  font-size: 25px;\n",
              "}\n",
              "#T_d02f6 th {\n",
              "  font-weight: bold;\n",
              "  text-align: center;\n",
              "}\n",
              "#T_d02f6 td {\n",
              "  color: #1F2937;\n",
              "  border: 3px solid #D1D5DB;\n",
              "}\n",
              "#T_d02f6_row0_col0, #T_d02f6_row0_col1, #T_d02f6_row0_col2, #T_d02f6_row1_col0, #T_d02f6_row1_col1, #T_d02f6_row1_col2, #T_d02f6_row2_col0, #T_d02f6_row2_col1, #T_d02f6_row2_col2, #T_d02f6_row3_col0, #T_d02f6_row3_col1, #T_d02f6_row3_col2, #T_d02f6_row4_col0, #T_d02f6_row4_col1, #T_d02f6_row4_col2, #T_d02f6_row5_col0, #T_d02f6_row5_col1, #T_d02f6_row5_col2 {\n",
              "  text-align: center;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_d02f6\" class=\"dataframe\">\n",
              "  <caption>Timing Table</caption>\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th id=\"T_d02f6_level0_col0\" class=\"col_heading level0 col0\" >Frame1</th>\n",
              "      <th id=\"T_d02f6_level0_col1\" class=\"col_heading level0 col1\" >Frame2</th>\n",
              "      <th id=\"T_d02f6_level0_col2\" class=\"col_heading level0 col2\" >Frame3</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th class=\"index_name level0\" >Item</th>\n",
              "      <th class=\"blank col0\" >&nbsp;</th>\n",
              "      <th class=\"blank col1\" >&nbsp;</th>\n",
              "      <th class=\"blank col2\" >&nbsp;</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_d02f6_level0_row0\" class=\"row_heading level0 row0\" >CB1</th>\n",
              "      <td id=\"T_d02f6_row0_col0\" class=\"data row0 col0\" >OUT RST SAM1</td>\n",
              "      <td id=\"T_d02f6_row0_col1\" class=\"data row0 col1\" >MSB</td>\n",
              "      <td id=\"T_d02f6_row0_col2\" class=\"data row0 col2\" >LSB</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_d02f6_level0_row1\" class=\"row_heading level0 row1\" >CB2</th>\n",
              "      <td id=\"T_d02f6_row1_col0\" class=\"data row1 col0\" >nan</td>\n",
              "      <td id=\"T_d02f6_row1_col1\" class=\"data row1 col1\" >nan</td>\n",
              "      <td id=\"T_d02f6_row1_col2\" class=\"data row1 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_d02f6_level0_row2\" class=\"row_heading level0 row2\" >CB3</th>\n",
              "      <td id=\"T_d02f6_row2_col0\" class=\"data row2 col0\" >nan</td>\n",
              "      <td id=\"T_d02f6_row2_col1\" class=\"data row2 col1\" >nan</td>\n",
              "      <td id=\"T_d02f6_row2_col2\" class=\"data row2 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_d02f6_level0_row3\" class=\"row_heading level0 row3\" >CB4</th>\n",
              "      <td id=\"T_d02f6_row3_col0\" class=\"data row3 col0\" >nan</td>\n",
              "      <td id=\"T_d02f6_row3_col1\" class=\"data row3 col1\" >nan</td>\n",
              "      <td id=\"T_d02f6_row3_col2\" class=\"data row3 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_d02f6_level0_row4\" class=\"row_heading level0 row4\" >CB5</th>\n",
              "      <td id=\"T_d02f6_row4_col0\" class=\"data row4 col0\" >nan</td>\n",
              "      <td id=\"T_d02f6_row4_col1\" class=\"data row4 col1\" >nan</td>\n",
              "      <td id=\"T_d02f6_row4_col2\" class=\"data row4 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_d02f6_level0_row5\" class=\"row_heading level0 row5\" >CB6</th>\n",
              "      <td id=\"T_d02f6_row5_col0\" class=\"data row5 col0\" >nan</td>\n",
              "      <td id=\"T_d02f6_row5_col1\" class=\"data row5 col1\" >nan</td>\n",
              "      <td id=\"T_d02f6_row5_col2\" class=\"data row5 col2\" >nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "</div>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "da = RISCA_core(mdl, pr, signal_source(pr, mdl))\n",
        "test = Analyser(da, pr, mdl)\n",
        "print(\"Output Spectrum\")\n",
        "test.mode_analyser()"
      ],
      "metadata": {
        "id": "GThz78lGVP4Q",
        "outputId": "f34bf2bc-788b-44ef-d13b-f6af21531c51",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 581
        }
      },
      "execution_count": 67,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Output Spectrum\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Multitasking_sarx2"
      ],
      "metadata": {
        "id": "8Zl46vhZBgSb"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/4guQ7tR.png\" width=\"600\"/>\n",
        "</figure>"
      ],
      "metadata": {
        "id": "VQIx723E-0j8"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Sar4x"
      ],
      "metadata": {
        "id": "fiSubEPaBrbi"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/f21npca.png\" width=\"600\"/>\n",
        "</figure>"
      ],
      "metadata": {
        "id": "evG6QuHaAmVD"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 3xTI-SAR"
      ],
      "metadata": {
        "id": "PC_nBHyUBVjH"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/DnGDcA5.png\" width=\"600\"/>\n",
        "</figure>"
      ],
      "metadata": {
        "id": "Qbwj4DPmAIR8"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='3xTI-SAR' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['N_fft']=1024\n",
        "pr_loaded = load_assembler_xlsx(os.path.join(\"../config\",pr['conf_name']))\n",
        "pr.update(pr_loaded)\n",
        "cfg_info = pd.DataFrame(pr[\"conf_table\"])\n",
        "display_dataframe(cfg_info,pr[\"conf_name\"])"
      ],
      "metadata": {
        "id": "rBPEhd7mk0Bq",
        "outputId": "00e25d60-7324-489c-bf59-8af414c5f08c",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 534
        }
      },
      "execution_count": 69,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading file: ../config/tisar/timing_table.xlsx\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<div style='text-align: center"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7be38af98760>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_690a7 thead th {\n",
              "  background-color: #1E3A8A;\n",
              "  color: white;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  text-align: center;\n",
              "  min-width: 150px;\n",
              "}\n",
              "#T_690a7 tbody td {\n",
              "  background-color: #F1F5F9;\n",
              "  color: #1F2937;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  min-width: 150px;\n",
              "  max-width: 300px;\n",
              "  height: 40px;\n",
              "}\n",
              "#T_690a7 caption {\n",
              "  font-weight: bold;\n",
              "  color: white;\n",
              "  font-size: 25px;\n",
              "}\n",
              "#T_690a7 th {\n",
              "  font-weight: bold;\n",
              "  text-align: center;\n",
              "}\n",
              "#T_690a7 td {\n",
              "  color: #1F2937;\n",
              "  border: 3px solid #D1D5DB;\n",
              "}\n",
              "#T_690a7_row0_col0, #T_690a7_row0_col1, #T_690a7_row0_col2, #T_690a7_row1_col0, #T_690a7_row1_col1, #T_690a7_row1_col2, #T_690a7_row2_col0, #T_690a7_row2_col1, #T_690a7_row2_col2, #T_690a7_row3_col0, #T_690a7_row3_col1, #T_690a7_row3_col2, #T_690a7_row4_col0, #T_690a7_row4_col1, #T_690a7_row4_col2, #T_690a7_row5_col0, #T_690a7_row5_col1, #T_690a7_row5_col2 {\n",
              "  text-align: center;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_690a7\" class=\"dataframe\">\n",
              "  <caption>Timing Table</caption>\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th id=\"T_690a7_level0_col0\" class=\"col_heading level0 col0\" >Frame1</th>\n",
              "      <th id=\"T_690a7_level0_col1\" class=\"col_heading level0 col1\" >Frame2</th>\n",
              "      <th id=\"T_690a7_level0_col2\" class=\"col_heading level0 col2\" >Frame3</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th class=\"index_name level0\" >Item</th>\n",
              "      <th class=\"blank col0\" >&nbsp;</th>\n",
              "      <th class=\"blank col1\" >&nbsp;</th>\n",
              "      <th class=\"blank col2\" >&nbsp;</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_690a7_level0_row0\" class=\"row_heading level0 row0\" >CB1</th>\n",
              "      <td id=\"T_690a7_row0_col0\" class=\"data row0 col0\" >OUT RST SAM1</td>\n",
              "      <td id=\"T_690a7_row0_col1\" class=\"data row0 col1\" >MSB</td>\n",
              "      <td id=\"T_690a7_row0_col2\" class=\"data row0 col2\" >LSB</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_690a7_level0_row1\" class=\"row_heading level0 row1\" >CB2</th>\n",
              "      <td id=\"T_690a7_row1_col0\" class=\"data row1 col0\" >LSB</td>\n",
              "      <td id=\"T_690a7_row1_col1\" class=\"data row1 col1\" >OUT RST SAM1</td>\n",
              "      <td id=\"T_690a7_row1_col2\" class=\"data row1 col2\" >MSB</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_690a7_level0_row2\" class=\"row_heading level0 row2\" >CB3</th>\n",
              "      <td id=\"T_690a7_row2_col0\" class=\"data row2 col0\" >MSB</td>\n",
              "      <td id=\"T_690a7_row2_col1\" class=\"data row2 col1\" >LSB</td>\n",
              "      <td id=\"T_690a7_row2_col2\" class=\"data row2 col2\" >OUT RST SAM1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_690a7_level0_row3\" class=\"row_heading level0 row3\" >CB4</th>\n",
              "      <td id=\"T_690a7_row3_col0\" class=\"data row3 col0\" >nan</td>\n",
              "      <td id=\"T_690a7_row3_col1\" class=\"data row3 col1\" >nan</td>\n",
              "      <td id=\"T_690a7_row3_col2\" class=\"data row3 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_690a7_level0_row4\" class=\"row_heading level0 row4\" >CB5</th>\n",
              "      <td id=\"T_690a7_row4_col0\" class=\"data row4 col0\" >nan</td>\n",
              "      <td id=\"T_690a7_row4_col1\" class=\"data row4 col1\" >nan</td>\n",
              "      <td id=\"T_690a7_row4_col2\" class=\"data row4 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_690a7_level0_row5\" class=\"row_heading level0 row5\" >CB6</th>\n",
              "      <td id=\"T_690a7_row5_col0\" class=\"data row5 col0\" >nan</td>\n",
              "      <td id=\"T_690a7_row5_col1\" class=\"data row5 col1\" >nan</td>\n",
              "      <td id=\"T_690a7_row5_col2\" class=\"data row5 col2\" >nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "</div>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "da = RISCA_core(mdl, pr, signal_source(pr, mdl))\n",
        "print(\"Output Spectrum\")\n",
        "test = Analyser(da, pr, mdl)\n",
        "test.mode_analyser()"
      ],
      "metadata": {
        "id": "pn20CNo0VZeD",
        "outputId": "394a2592-d439-4780-e4e5-260dcfe28cf6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 581
        }
      },
      "execution_count": 70,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Output Spectrum\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 2-stage Pipe-Sar"
      ],
      "metadata": {
        "id": "4kkH-k7aB-DA"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/bkj8NjW.png\" width=\"600\"/>\n",
        "</figure>"
      ],
      "metadata": {
        "id": "V0ZBNX6wCBU6"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='2-stage Pipe-Sar' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['N_fft']=1024\n",
        "pr_loaded = load_assembler_xlsx(os.path.join(\"../config\",pr['conf_name']))\n",
        "pr.update(pr_loaded)\n",
        "cfg_info = pd.DataFrame(pr[\"conf_table\"])\n",
        "display_dataframe(cfg_info,pr[\"conf_name\"])"
      ],
      "metadata": {
        "id": "rA-ftGpUl-D6",
        "outputId": "10c6b7d1-31ca-4b92-ad63-64e392a45e19",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 534
        }
      },
      "execution_count": 73,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading file: ../config/pipesar2s/timing_table.xlsx\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<div style='text-align: center"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7be38969bbe0>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_6ad0b thead th {\n",
              "  background-color: #1E3A8A;\n",
              "  color: white;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  text-align: center;\n",
              "  min-width: 150px;\n",
              "}\n",
              "#T_6ad0b tbody td {\n",
              "  background-color: #F1F5F9;\n",
              "  color: #1F2937;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  min-width: 150px;\n",
              "  max-width: 300px;\n",
              "  height: 40px;\n",
              "}\n",
              "#T_6ad0b caption {\n",
              "  font-weight: bold;\n",
              "  color: white;\n",
              "  font-size: 25px;\n",
              "}\n",
              "#T_6ad0b th {\n",
              "  font-weight: bold;\n",
              "  text-align: center;\n",
              "}\n",
              "#T_6ad0b td {\n",
              "  color: #1F2937;\n",
              "  border: 3px solid #D1D5DB;\n",
              "}\n",
              "#T_6ad0b_row0_col0, #T_6ad0b_row0_col1, #T_6ad0b_row0_col2, #T_6ad0b_row1_col0, #T_6ad0b_row1_col1, #T_6ad0b_row1_col2, #T_6ad0b_row2_col0, #T_6ad0b_row2_col1, #T_6ad0b_row2_col2, #T_6ad0b_row3_col0, #T_6ad0b_row3_col1, #T_6ad0b_row3_col2, #T_6ad0b_row4_col0, #T_6ad0b_row4_col1, #T_6ad0b_row4_col2, #T_6ad0b_row5_col0, #T_6ad0b_row5_col1, #T_6ad0b_row5_col2 {\n",
              "  text-align: center;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_6ad0b\" class=\"dataframe\">\n",
              "  <caption>Timing Table</caption>\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th id=\"T_6ad0b_level0_col0\" class=\"col_heading level0 col0\" >Frame1</th>\n",
              "      <th id=\"T_6ad0b_level0_col1\" class=\"col_heading level0 col1\" >Frame2</th>\n",
              "      <th id=\"T_6ad0b_level0_col2\" class=\"col_heading level0 col2\" >Frame3</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th class=\"index_name level0\" >Item</th>\n",
              "      <th class=\"blank col0\" >&nbsp;</th>\n",
              "      <th class=\"blank col1\" >&nbsp;</th>\n",
              "      <th class=\"blank col2\" >&nbsp;</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_6ad0b_level0_row0\" class=\"row_heading level0 row0\" >CB1</th>\n",
              "      <td id=\"T_6ad0b_row0_col0\" class=\"data row0 col0\" >OUT RST SAM1</td>\n",
              "      <td id=\"T_6ad0b_row0_col1\" class=\"data row0 col1\" >MSB</td>\n",
              "      <td id=\"T_6ad0b_row0_col2\" class=\"data row0 col2\" >AMP1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_6ad0b_level0_row1\" class=\"row_heading level0 row1\" >CB2</th>\n",
              "      <td id=\"T_6ad0b_row1_col0\" class=\"data row1 col0\" >MSB</td>\n",
              "      <td id=\"T_6ad0b_row1_col1\" class=\"data row1 col1\" >LSB</td>\n",
              "      <td id=\"T_6ad0b_row1_col2\" class=\"data row1 col2\" >OUT RST SAM0 F1P0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_6ad0b_level0_row2\" class=\"row_heading level0 row2\" >CB3</th>\n",
              "      <td id=\"T_6ad0b_row2_col0\" class=\"data row2 col0\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row2_col1\" class=\"data row2 col1\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row2_col2\" class=\"data row2 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_6ad0b_level0_row3\" class=\"row_heading level0 row3\" >CB4</th>\n",
              "      <td id=\"T_6ad0b_row3_col0\" class=\"data row3 col0\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row3_col1\" class=\"data row3 col1\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row3_col2\" class=\"data row3 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_6ad0b_level0_row4\" class=\"row_heading level0 row4\" >CB5</th>\n",
              "      <td id=\"T_6ad0b_row4_col0\" class=\"data row4 col0\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row4_col1\" class=\"data row4 col1\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row4_col2\" class=\"data row4 col2\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_6ad0b_level0_row5\" class=\"row_heading level0 row5\" >CB6</th>\n",
              "      <td id=\"T_6ad0b_row5_col0\" class=\"data row5 col0\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row5_col1\" class=\"data row5 col1\" >nan</td>\n",
              "      <td id=\"T_6ad0b_row5_col2\" class=\"data row5 col2\" >nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "</div>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "da = RISCA_core(mdl, pr, signal_source(pr, mdl))\n",
        "print(\"Output Spectrum\")\n",
        "test = Analyser(da, pr, mdl)\n",
        "test.mode_analyser()"
      ],
      "metadata": {
        "id": "NZXBluyKVy-3",
        "outputId": "fbb6d817-e248-4e36-cd38-de5df91c6a13",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 507
        }
      },
      "execution_count": 74,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Output Spectrum\n",
            "12.114861667877706 74.6914672406238 90.06862295851165 74.97211208514712 -86.7273064699274 -1.0456957218260836 76.0178078069732 Axes(0.125,0.11;0.775x0.77)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 3-stage Pipe-Sar"
      ],
      "metadata": {
        "id": "zLmEtvq1B4Us"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/LfVP8de.png\" width=\"600\"/>\n",
        "</figure>"
      ],
      "metadata": {
        "id": "ghXUYs7CBzKD"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='3-stage Pipe-Sar' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['F_in_center_1']=170e6\n",
        "pr['N_fft']=8192\n",
        "pr_loaded = load_assembler_xlsx(os.path.join(\"../config\",pr['conf_name']))\n",
        "pr.update(pr_loaded)\n",
        "cfg_info = pd.DataFrame(pr[\"conf_table\"])\n",
        "display_dataframe(cfg_info,pr[\"conf_name\"])"
      ],
      "metadata": {
        "id": "pMveiIZ2lnc_",
        "outputId": "98f636e7-6fd2-47cd-a9a4-5fe75a7fe13d",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 534
        }
      },
      "execution_count": 75,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading file: ../config/pipesar3shp/timing_table.xlsx\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<div style='text-align: center"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7be389698400>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_a03fe thead th {\n",
              "  background-color: #1E3A8A;\n",
              "  color: white;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  text-align: center;\n",
              "  min-width: 150px;\n",
              "}\n",
              "#T_a03fe tbody td {\n",
              "  background-color: #F1F5F9;\n",
              "  color: #1F2937;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  min-width: 150px;\n",
              "  max-width: 300px;\n",
              "  height: 40px;\n",
              "}\n",
              "#T_a03fe caption {\n",
              "  font-weight: bold;\n",
              "  color: white;\n",
              "  font-size: 25px;\n",
              "}\n",
              "#T_a03fe th {\n",
              "  font-weight: bold;\n",
              "  text-align: center;\n",
              "}\n",
              "#T_a03fe td {\n",
              "  color: #1F2937;\n",
              "  border: 3px solid #D1D5DB;\n",
              "}\n",
              "#T_a03fe_row0_col0, #T_a03fe_row0_col1, #T_a03fe_row0_col2, #T_a03fe_row0_col3, #T_a03fe_row0_col4, #T_a03fe_row1_col0, #T_a03fe_row1_col1, #T_a03fe_row1_col2, #T_a03fe_row1_col3, #T_a03fe_row1_col4, #T_a03fe_row2_col0, #T_a03fe_row2_col1, #T_a03fe_row2_col2, #T_a03fe_row2_col3, #T_a03fe_row2_col4, #T_a03fe_row3_col0, #T_a03fe_row3_col1, #T_a03fe_row3_col2, #T_a03fe_row3_col3, #T_a03fe_row3_col4, #T_a03fe_row4_col0, #T_a03fe_row4_col1, #T_a03fe_row4_col2, #T_a03fe_row4_col3, #T_a03fe_row4_col4, #T_a03fe_row5_col0, #T_a03fe_row5_col1, #T_a03fe_row5_col2, #T_a03fe_row5_col3, #T_a03fe_row5_col4 {\n",
              "  text-align: center;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_a03fe\" class=\"dataframe\">\n",
              "  <caption>Timing Table</caption>\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th id=\"T_a03fe_level0_col0\" class=\"col_heading level0 col0\" >frame1</th>\n",
              "      <th id=\"T_a03fe_level0_col1\" class=\"col_heading level0 col1\" >frame2</th>\n",
              "      <th id=\"T_a03fe_level0_col2\" class=\"col_heading level0 col2\" >frame3</th>\n",
              "      <th id=\"T_a03fe_level0_col3\" class=\"col_heading level0 col3\" >frame4</th>\n",
              "      <th id=\"T_a03fe_level0_col4\" class=\"col_heading level0 col4\" >frame5</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th class=\"index_name level0\" >Item</th>\n",
              "      <th class=\"blank col0\" >&nbsp;</th>\n",
              "      <th class=\"blank col1\" >&nbsp;</th>\n",
              "      <th class=\"blank col2\" >&nbsp;</th>\n",
              "      <th class=\"blank col3\" >&nbsp;</th>\n",
              "      <th class=\"blank col4\" >&nbsp;</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_a03fe_level0_row0\" class=\"row_heading level0 row0\" >CB1</th>\n",
              "      <td id=\"T_a03fe_row0_col0\" class=\"data row0 col0\" >OUT RST SAM1</td>\n",
              "      <td id=\"T_a03fe_row0_col1\" class=\"data row0 col1\" >MSB</td>\n",
              "      <td id=\"T_a03fe_row0_col2\" class=\"data row0 col2\" >AMP1</td>\n",
              "      <td id=\"T_a03fe_row0_col3\" class=\"data row0 col3\" >AMP1</td>\n",
              "      <td id=\"T_a03fe_row0_col4\" class=\"data row0 col4\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a03fe_level0_row1\" class=\"row_heading level0 row1\" >CB2</th>\n",
              "      <td id=\"T_a03fe_row1_col0\" class=\"data row1 col0\" >AMP1</td>\n",
              "      <td id=\"T_a03fe_row1_col1\" class=\"data row1 col1\" >AMP1</td>\n",
              "      <td id=\"T_a03fe_row1_col2\" class=\"data row1 col2\" >OUT RST SAM0 F1P0</td>\n",
              "      <td id=\"T_a03fe_row1_col3\" class=\"data row1 col3\" >SAM0 F1P0</td>\n",
              "      <td id=\"T_a03fe_row1_col4\" class=\"data row1 col4\" >MSB</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a03fe_level0_row2\" class=\"row_heading level0 row2\" >CB3</th>\n",
              "      <td id=\"T_a03fe_row2_col0\" class=\"data row2 col0\" >SAM0 F1P0</td>\n",
              "      <td id=\"T_a03fe_row2_col1\" class=\"data row2 col1\" >SAM0 F1P0</td>\n",
              "      <td id=\"T_a03fe_row2_col2\" class=\"data row2 col2\" >MSB</td>\n",
              "      <td id=\"T_a03fe_row2_col3\" class=\"data row2 col3\" >LSB</td>\n",
              "      <td id=\"T_a03fe_row2_col4\" class=\"data row2 col4\" >OUT RST </td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a03fe_level0_row3\" class=\"row_heading level0 row3\" >CB4</th>\n",
              "      <td id=\"T_a03fe_row3_col0\" class=\"data row3 col0\" >nan</td>\n",
              "      <td id=\"T_a03fe_row3_col1\" class=\"data row3 col1\" >nan</td>\n",
              "      <td id=\"T_a03fe_row3_col2\" class=\"data row3 col2\" >nan</td>\n",
              "      <td id=\"T_a03fe_row3_col3\" class=\"data row3 col3\" >nan</td>\n",
              "      <td id=\"T_a03fe_row3_col4\" class=\"data row3 col4\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a03fe_level0_row4\" class=\"row_heading level0 row4\" >CB5</th>\n",
              "      <td id=\"T_a03fe_row4_col0\" class=\"data row4 col0\" >nan</td>\n",
              "      <td id=\"T_a03fe_row4_col1\" class=\"data row4 col1\" >nan</td>\n",
              "      <td id=\"T_a03fe_row4_col2\" class=\"data row4 col2\" >nan</td>\n",
              "      <td id=\"T_a03fe_row4_col3\" class=\"data row4 col3\" >nan</td>\n",
              "      <td id=\"T_a03fe_row4_col4\" class=\"data row4 col4\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_a03fe_level0_row5\" class=\"row_heading level0 row5\" >CB6</th>\n",
              "      <td id=\"T_a03fe_row5_col0\" class=\"data row5 col0\" >nan</td>\n",
              "      <td id=\"T_a03fe_row5_col1\" class=\"data row5 col1\" >nan</td>\n",
              "      <td id=\"T_a03fe_row5_col2\" class=\"data row5 col2\" >nan</td>\n",
              "      <td id=\"T_a03fe_row5_col3\" class=\"data row5 col3\" >nan</td>\n",
              "      <td id=\"T_a03fe_row5_col4\" class=\"data row5 col4\" >nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "</div>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "da = RISCA_core(mdl, pr, signal_source(pr, mdl))\n",
        "print(\"Output Spectrum\")\n",
        "test = Analyser(da, pr, mdl)\n",
        "test.mode_analyser()"
      ],
      "metadata": {
        "id": "UeAjd7D2WCpf",
        "outputId": "3828c090-702f-4292-9ff7-9f708f378277",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 507
        }
      },
      "execution_count": 76,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Output Spectrum\n",
            "12.721933992167614 78.34604263284903 93.91009150920243 78.63853030602112 -90.20823317144148 -1.112185362216991 79.75071566823812 Axes(0.125,0.11;0.775x0.77)\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## 1st-order NS-SAR(with chopping)"
      ],
      "metadata": {
        "id": "WUXQ4m-ZCSi2"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**Array Usage**\n",
        "\n",
        "<figure>\n",
        "  <img src=\"https://i.imgur.com/lp6MLIP.png\" width=\"600\"/>\n",
        "</figure>"
      ],
      "metadata": {
        "id": "FeayxOnLCOJA"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "mdl = preset_mdl()\n",
        "pr = preset_pr()\n",
        "Mode='1st-order NS-SAR(with chopping)' # @param ['Single-Channel SAR', '3xTI-SAR', '2-stage Pipe-Sar', '1st-order NS-SAR', '1st-order NS-SAR(with chopping)','3-stage Pipe-Sar'] {type:'string'}\n",
        "pr['conf_name']=select(Mode)\n",
        "pr['N_fft']=1024\n",
        "pr_loaded = load_assembler_xlsx(os.path.join(\"../config\",pr['conf_name']))\n",
        "pr.update(pr_loaded)\n",
        "cfg_info = pd.DataFrame(pr[\"conf_table\"])\n",
        "display_dataframe(cfg_info,pr[\"conf_name\"])"
      ],
      "metadata": {
        "id": "962NdDZLlK4U",
        "outputId": "4ffa19d7-6489-45ef-d65d-effc3722f004",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 563
        }
      },
      "execution_count": 80,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Loading file: ../config/nssar1o1ccp/timing_table.xlsx\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "<div style='text-align: center"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<pandas.io.formats.style.Styler at 0x7be388a35a50>"
            ],
            "text/html": [
              "<style type=\"text/css\">\n",
              "#T_c7894 thead th {\n",
              "  background-color: #1E3A8A;\n",
              "  color: white;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  text-align: center;\n",
              "  min-width: 150px;\n",
              "}\n",
              "#T_c7894 tbody td {\n",
              "  background-color: #F1F5F9;\n",
              "  color: #1F2937;\n",
              "  font-weight: bold;\n",
              "  font-size: 20px;\n",
              "  min-width: 150px;\n",
              "  max-width: 300px;\n",
              "  height: 40px;\n",
              "}\n",
              "#T_c7894 caption {\n",
              "  font-weight: bold;\n",
              "  color: white;\n",
              "  font-size: 25px;\n",
              "}\n",
              "#T_c7894 th {\n",
              "  font-weight: bold;\n",
              "  text-align: center;\n",
              "}\n",
              "#T_c7894 td {\n",
              "  color: #1F2937;\n",
              "  border: 3px solid #D1D5DB;\n",
              "}\n",
              "#T_c7894_row0_col0, #T_c7894_row0_col1, #T_c7894_row0_col2, #T_c7894_row0_col3, #T_c7894_row0_col4, #T_c7894_row0_col5, #T_c7894_row0_col6, #T_c7894_row0_col7, #T_c7894_row1_col0, #T_c7894_row1_col1, #T_c7894_row1_col2, #T_c7894_row1_col3, #T_c7894_row1_col4, #T_c7894_row1_col5, #T_c7894_row1_col6, #T_c7894_row1_col7, #T_c7894_row2_col0, #T_c7894_row2_col1, #T_c7894_row2_col2, #T_c7894_row2_col3, #T_c7894_row2_col4, #T_c7894_row2_col5, #T_c7894_row2_col6, #T_c7894_row2_col7, #T_c7894_row3_col0, #T_c7894_row3_col1, #T_c7894_row3_col2, #T_c7894_row3_col3, #T_c7894_row3_col4, #T_c7894_row3_col5, #T_c7894_row3_col6, #T_c7894_row3_col7, #T_c7894_row4_col0, #T_c7894_row4_col1, #T_c7894_row4_col2, #T_c7894_row4_col3, #T_c7894_row4_col4, #T_c7894_row4_col5, #T_c7894_row4_col6, #T_c7894_row4_col7, #T_c7894_row5_col0, #T_c7894_row5_col1, #T_c7894_row5_col2, #T_c7894_row5_col3, #T_c7894_row5_col4, #T_c7894_row5_col5, #T_c7894_row5_col6, #T_c7894_row5_col7 {\n",
              "  text-align: center;\n",
              "}\n",
              "</style>\n",
              "<table id=\"T_c7894\" class=\"dataframe\">\n",
              "  <caption>Timing Table</caption>\n",
              "  <thead>\n",
              "    <tr>\n",
              "      <th class=\"blank level0\" >&nbsp;</th>\n",
              "      <th id=\"T_c7894_level0_col0\" class=\"col_heading level0 col0\" >Frame1</th>\n",
              "      <th id=\"T_c7894_level0_col1\" class=\"col_heading level0 col1\" >Frame2</th>\n",
              "      <th id=\"T_c7894_level0_col2\" class=\"col_heading level0 col2\" >Frame3</th>\n",
              "      <th id=\"T_c7894_level0_col3\" class=\"col_heading level0 col3\" >Frame4</th>\n",
              "      <th id=\"T_c7894_level0_col4\" class=\"col_heading level0 col4\" >Frame5</th>\n",
              "      <th id=\"T_c7894_level0_col5\" class=\"col_heading level0 col5\" >Frame6</th>\n",
              "      <th id=\"T_c7894_level0_col6\" class=\"col_heading level0 col6\" >Frame7</th>\n",
              "      <th id=\"T_c7894_level0_col7\" class=\"col_heading level0 col7\" >Frame8</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th class=\"index_name level0\" >Item</th>\n",
              "      <th class=\"blank col0\" >&nbsp;</th>\n",
              "      <th class=\"blank col1\" >&nbsp;</th>\n",
              "      <th class=\"blank col2\" >&nbsp;</th>\n",
              "      <th class=\"blank col3\" >&nbsp;</th>\n",
              "      <th class=\"blank col4\" >&nbsp;</th>\n",
              "      <th class=\"blank col5\" >&nbsp;</th>\n",
              "      <th class=\"blank col6\" >&nbsp;</th>\n",
              "      <th class=\"blank col7\" >&nbsp;</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th id=\"T_c7894_level0_row0\" class=\"row_heading level0 row0\" >CB1</th>\n",
              "      <td id=\"T_c7894_row0_col0\" class=\"data row0 col0\" >OUT RST RMAJ RMIN2 SAM1F</td>\n",
              "      <td id=\"T_c7894_row0_col1\" class=\"data row0 col1\" >MSB CHS12</td>\n",
              "      <td id=\"T_c7894_row0_col2\" class=\"data row0 col2\" >LSB</td>\n",
              "      <td id=\"T_c7894_row0_col3\" class=\"data row0 col3\" >AMP0 F0N1</td>\n",
              "      <td id=\"T_c7894_row0_col4\" class=\"data row0 col4\" >OUT RST RMAJ RMIN2 SAM1</td>\n",
              "      <td id=\"T_c7894_row0_col5\" class=\"data row0 col5\" >MSB CHS12</td>\n",
              "      <td id=\"T_c7894_row0_col6\" class=\"data row0 col6\" >LSB</td>\n",
              "      <td id=\"T_c7894_row0_col7\" class=\"data row0 col7\" >AMP0 F0N1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_c7894_level0_row1\" class=\"row_heading level0 row1\" >CB2</th>\n",
              "      <td id=\"T_c7894_row1_col0\" class=\"data row1 col0\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col1\" class=\"data row1 col1\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col2\" class=\"data row1 col2\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col3\" class=\"data row1 col3\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col4\" class=\"data row1 col4\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col5\" class=\"data row1 col5\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col6\" class=\"data row1 col6\" >nan</td>\n",
              "      <td id=\"T_c7894_row1_col7\" class=\"data row1 col7\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_c7894_level0_row2\" class=\"row_heading level0 row2\" >CB3</th>\n",
              "      <td id=\"T_c7894_row2_col0\" class=\"data row2 col0\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col1\" class=\"data row2 col1\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col2\" class=\"data row2 col2\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col3\" class=\"data row2 col3\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col4\" class=\"data row2 col4\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col5\" class=\"data row2 col5\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col6\" class=\"data row2 col6\" >nan</td>\n",
              "      <td id=\"T_c7894_row2_col7\" class=\"data row2 col7\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_c7894_level0_row3\" class=\"row_heading level0 row3\" >CB4</th>\n",
              "      <td id=\"T_c7894_row3_col0\" class=\"data row3 col0\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col1\" class=\"data row3 col1\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col2\" class=\"data row3 col2\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col3\" class=\"data row3 col3\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col4\" class=\"data row3 col4\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col5\" class=\"data row3 col5\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col6\" class=\"data row3 col6\" >nan</td>\n",
              "      <td id=\"T_c7894_row3_col7\" class=\"data row3 col7\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_c7894_level0_row4\" class=\"row_heading level0 row4\" >CB5</th>\n",
              "      <td id=\"T_c7894_row4_col0\" class=\"data row4 col0\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col1\" class=\"data row4 col1\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col2\" class=\"data row4 col2\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col3\" class=\"data row4 col3\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col4\" class=\"data row4 col4\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col5\" class=\"data row4 col5\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col6\" class=\"data row4 col6\" >nan</td>\n",
              "      <td id=\"T_c7894_row4_col7\" class=\"data row4 col7\" >nan</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th id=\"T_c7894_level0_row5\" class=\"row_heading level0 row5\" >CB6</th>\n",
              "      <td id=\"T_c7894_row5_col0\" class=\"data row5 col0\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col1\" class=\"data row5 col1\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col2\" class=\"data row5 col2\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col3\" class=\"data row5 col3\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col4\" class=\"data row5 col4\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col5\" class=\"data row5 col5\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col6\" class=\"data row5 col6\" >nan</td>\n",
              "      <td id=\"T_c7894_row5_col7\" class=\"data row5 col7\" >nan</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "</div>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "da = RISCA_core(mdl, pr, signal_source(pr, mdl))\n",
        "test = Analyser(da, pr, mdl)\n",
        "test.mode_analyser()"
      ],
      "metadata": {
        "id": "GMoP8vQKWO_X",
        "outputId": "c31ef40a-749a-4ac4-b743-b9f4435ecdc8",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 604
        }
      },
      "execution_count": 81,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stderr",
          "text": [
            "/content/SAR_ADC/script/util/specPlot.py:244: RuntimeWarning: divide by zero encountered in log10\n",
            "  (h,) = plt.semilogx(freq, 10 * np.log10(spec))\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1000x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "5xly1jOelcoh"
      },
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "sar_adc",
      "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": "3.11.10"
    },
    "colab": {
      "provenance": [],
      "include_colab_link": true
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}