Merge branch 'module_1' into 'main'

Module 1 done

See merge request ee2l1/2025-2026/A.K.03!2

Manual/0_Table_of_Contents.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "# Table of Contents\n",
     "\n",
     "\n",

Manual/1_Introduction.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)"
    ]

Manual/2_Module_0.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)"
    ]
   },
@@ -385,9 +385,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-19T15:11:05.935756Z",
+     "start_time": "2025-11-19T15:10:57.041172Z"
+    }
+   },
    "source": [
     "from pynput import keyboard\n",
     "\n",
@@ -408,7 +411,39 @@
     "# Setup the listener\n",
     "with keyboard.Listener(on_press=on_press, on_release=on_release) as listener:\n",
     "    listener.join()"
-   ]
+   ],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Key w pressed\n",
+      "Key 'w' released\n",
+      "Special key Key.backspace pressed\n",
+      "Key Key.backspace released\n",
+      "Key s pressed\n",
+      "Key 's' released\n",
+      "Key s pressed\n",
+      "Key 's' released\n",
+      "Key s pressed\n",
+      "Key 's' released\n"
+     ]
+    },
+    {
+     "ename": "KeyboardInterrupt",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001B[31m---------------------------------------------------------------------------\u001B[39m",
+      "\u001B[31mKeyboardInterrupt\u001B[39m                         Traceback (most recent call last)",
+      "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[1]\u001B[39m\u001B[32m, line 19\u001B[39m\n\u001B[32m     17\u001B[39m \u001B[38;5;66;03m# Setup the listener\u001B[39;00m\n\u001B[32m     18\u001B[39m \u001B[38;5;28;01mwith\u001B[39;00m keyboard.Listener(on_press=on_press, on_release=on_release) \u001B[38;5;28;01mas\u001B[39;00m listener:\n\u001B[32m---> \u001B[39m\u001B[32m19\u001B[39m     \u001B[43mlistener\u001B[49m\u001B[43m.\u001B[49m\u001B[43mjoin\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n",
+      "\u001B[36mFile \u001B[39m\u001B[32m~/Documents/EE/Y2/IP3/A.K.03/.venv/lib/python3.13/site-packages/pynput/_util/__init__.py:295\u001B[39m, in \u001B[36mAbstractListener.join\u001B[39m\u001B[34m(self, timeout, *args)\u001B[39m\n\u001B[32m    293\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mjoin\u001B[39m(\u001B[38;5;28mself\u001B[39m, timeout=\u001B[38;5;28;01mNone\u001B[39;00m, *args):\n\u001B[32m    294\u001B[39m     start = time.time()\n\u001B[32m--> \u001B[39m\u001B[32m295\u001B[39m     \u001B[38;5;28;43msuper\u001B[39;49m\u001B[43m(\u001B[49m\u001B[43mAbstractListener\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m)\u001B[49m\u001B[43m.\u001B[49m\u001B[43mjoin\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43m*\u001B[49m\u001B[43margs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[32m    296\u001B[39m     timeout = \u001B[38;5;28mmax\u001B[39m(\u001B[32m0.0\u001B[39m, timeout - (time.time() - start)) \\\n\u001B[32m    297\u001B[39m         \u001B[38;5;28;01mif\u001B[39;00m timeout \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m \\\n\u001B[32m    298\u001B[39m         \u001B[38;5;28;01melse\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m\n\u001B[32m    300\u001B[39m     \u001B[38;5;66;03m# Reraise any exceptions; make sure not to block if a timeout was\u001B[39;00m\n\u001B[32m    301\u001B[39m     \u001B[38;5;66;03m# provided\u001B[39;00m\n",
+      "\u001B[36mFile \u001B[39m\u001B[32m/usr/lib64/python3.13/threading.py:1094\u001B[39m, in \u001B[36mThread.join\u001B[39m\u001B[34m(self, timeout)\u001B[39m\n\u001B[32m   1091\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m timeout \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m   1092\u001B[39m     timeout = \u001B[38;5;28mmax\u001B[39m(timeout, \u001B[32m0\u001B[39m)\n\u001B[32m-> \u001B[39m\u001B[32m1094\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[43m.\u001B[49m\u001B[43m_handle\u001B[49m\u001B[43m.\u001B[49m\u001B[43mjoin\u001B[49m\u001B[43m(\u001B[49m\u001B[43mtimeout\u001B[49m\u001B[43m)\u001B[49m\n",
+      "\u001B[31mKeyboardInterrupt\u001B[39m: "
+     ]
+    }
+   ],
+   "execution_count": 1
   },
   {
    "cell_type": "markdown",
@@ -437,11 +472,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-19T15:16:17.178643Z",
+     "start_time": "2025-11-19T15:16:07.116242Z"
+    }
+   },
    "source": [
-    "from KITT_Simulator.serial_simulator import Serial\n",
+    "from Manual.KITT_Simulator.serial_simulator import Serial\n",
     "import time\n",
     "# Open serial port\n",
     "serial = Serial('/dev/ttyUSB0', 115200)\n",
@@ -468,7 +506,35 @@
     "\n",
     "# Close the connection (important!)\n",
     "serial.close()"
-   ]
+   ],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canvas(height=520, width=520)"
+      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "187f73460eec4ee189ade521ede30a12"
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Motors are OFF\n",
+      "Car is outside the field boundaries!\n"
+     ]
+    }
+   ],
+   "execution_count": 5
   },
   {
    "cell_type": "markdown",

Manual/3_Module_1.ipynb

@@ -1,10 +1,10 @@
 {
  "cells": [
   {
-   "cell_type": "markdown",
    "metadata": {},
+   "cell_type": "markdown",
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)\n",
     "\n",
@@ -21,26 +21,29 @@
    ]
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T09:42:15.154065Z",
+     "start_time": "2025-11-21T09:42:15.133482Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "# Import necessary libraries\n",
     "import time\n",
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
     "# Uncomment one of the following lines depending on your setup\n",
     "\n",
     "# If you are using the real car, uncomment the next line and comment the simulator line\n",
-    "# from serial import Serial\n",
+    "from serial import Serial\n",
     "\n",
     "# If you are using the simulator, uncomment the next line and comment the real car line\n",
-    "from KITT_Simulator.serial_simulator import Serial\n",
+    "#from Manual.KITT_Simulator.serial_simulator import Serial\n",
     "\n",
     "# Note: After changing the import statement, you need to restart the kernel for changes to take effect."
-   ]
+   ],
+   "outputs": [],
+   "execution_count": 8
   },
   {
    "cell_type": "markdown",
@@ -167,16 +170,19 @@
    ]
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T09:38:49.876306Z",
+     "start_time": "2025-11-21T09:38:33.768247Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "### Student Version: play with this! ###\n",
     "\n",
     "# Open the serial port with the correct port and baud rate\n",
     "# Replace '/dev/ttyUSB0' with your actual serial port\n",
-    "serial = Serial('/path/to/serial/port', 115200)\n",
+    "serial = Serial('/dev/rfcomm2', 115200)\n",
     "\n",
     "# Allow time for any processing delays\n",
     "time.sleep(1)\n",
@@ -187,10 +193,15 @@
     "# Use serial.write() to send the direction command to turn left\n",
     "# Example: serial.write(b'D<direction_value>\\n')\n",
     "# Hint: To turn left, set the direction value greater than 150 (neutral position)\n",
+    "\n",
+    "serial.write(b\"D150\\n\")\n",
+    "\n",
+    "serial.write(b\"M160\\n\")\n",
+    "\n",
     "print(\"Motors are ON\")\n",
     "\n",
     "# Wait for some time to observe the car's movement\n",
-    "time.sleep(2)\n",
+    "time.sleep(10)\n",
     "\n",
     "# Stop the car by setting motor speed to neutral (150)\n",
     "# Use serial.write() to send the stop command\n",
@@ -202,7 +213,36 @@
     "\n",
     "# Close the serial connection (important!)\n",
     "serial.close()"
-   ]
+   ],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canvas(height=520, width=520)"
+      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "2d74e35cf2874410947b571c2686a44f"
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Motors are ON\n",
+      "Car is outside the field boundaries!\n",
+      "Motors are OFF\n"
+     ]
+    }
+   ],
+   "execution_count": 2
   },
   {
    "cell_type": "markdown",
@@ -262,30 +302,35 @@
    ]
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T09:56:34.612180Z",
+     "start_time": "2025-11-21T09:56:29.551624Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "### Student Version ###\n",
     "\n",
     "# Open the serial port with the correct port and baud rate\n",
     "# Replace '/dev/ttyUSB0' with your actual serial port\n",
-    "serial = Serial('/path/to/serial/port', 115200)\n",
+    "serial = Serial('/dev/rfcomm2', 115200)\n",
     "\n",
     "# Set carrier frequency\n",
     "# Define the desired carrier frequency in Hz (e.g., 10000)\n",
     "carrier_frequency_value = 10000  # Replace with your value\n",
     "# Convert the frequency to bytes (2 bytes, big endian)\n",
     "carrier_frequency = carrier_frequency_value.to_bytes(2, byteorder='big')\n",
-    "# TODO: Send the 'F' command with the carrier frequency\n",
     "\n",
+    "# TODO: Send the 'F' command with the carrier frequency\n",
+    "serial.write(b\"\".join([b\"F\",carrier_frequency,b\"\\n\"]))\n",
     "# Set bit frequency\n",
     "# Define the desired bit frequency in Hz (e.g., 5000)\n",
     "bit_frequency_value = 5000  # Replace with your value\n",
     "# Convert the bit frequency to bytes\n",
     "bit_frequency = bit_frequency_value.to_bytes(2, byteorder='big')\n",
     "# TODO: Send the 'B' command with the bit frequency\n",
+    "serial.write(b\"\".join([b\"B\",bit_frequency,b\"\\n\"]))\n",
     "\n",
     "# Set repetition count\n",
     "# Calculate the repetition count (should be at least 32)\n",
@@ -298,33 +343,48 @@
     "repetition_count = repetition_count_value.to_bytes(2, byteorder='big')\n",
     "# TODO: Send the 'R' command with the repetition count\n",
     "\n",
+    "serial.write(b\"\".join([b\"R\",repetition_count,b\"\\n\"]))\n",
+    "\n",
     "# Set code pattern\n",
     "# Define a 32-bit code in hexadecimal (e.g., 0x12345678)\n",
-    "code_value = 0x12345678  # Replace with your code\n",
+    "code_value = 0x99999999 # Replace with your code\n",
     "# Convert the code to bytes (4 bytes, big endian)\n",
     "code = code_value.to_bytes(4, byteorder='big')\n",
     "# TODO: Send the 'C' command with the code\n",
+    "serial.write(b\"\".join([b\"C\",code,b\"\\n\"]))\n",
     "\n",
     "# TODO: Allow some time for the settings to take effect\n",
-    "\n",
+    "time.sleep(1)\n",
     "# TODO: Turn the beacon ON by sending the 'A1' command\n",
     "print(\"Beacon is ON\")\n",
-    "\n",
+    "serial.write(b\"A1\\n\")\n",
     "# Wait while the beacon is on\n",
     "time.sleep(3)\n",
     "\n",
     "# TODO: Turn the beacon OFF by sending the 'A0' command\n",
     "print(\"Beacon is OFF\")\n",
+    "serial.write(b\"A0\\n\")\n",
     "\n",
     "# Allow some time before closing\n",
     "time.sleep(1)\n",
-    "\n",
-    "# TODO: Very Important! Close the serial connection"
-   ]
+    "# TODO: Very Important! Close the serial connection\n",
+    "serial.close()\n"
+   ],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Beacon is ON\n",
+      "Beacon is OFF\n"
+     ]
+    }
+   ],
+   "execution_count": 37
   },
   {
-   "cell_type": "markdown",
    "metadata": {},
+   "cell_type": "markdown",
    "source": [
     "**Additional Information:**\n",
     "\n",
@@ -370,26 +430,74 @@
    ]
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T09:38:55.176015Z",
+     "start_time": "2025-11-21T09:38:55.092901Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "### Student Version ###\n",
     "\n",
     "# TODO: Open the serial port with the correct port and baud rate\n",
-    "\n",
+    "serial = Serial(\"/dev/rfcomm2\", 115200)\n",
     "# TODO: Send the status command 'S\\n'\n",
-    "\n",
+    "serial.write(b'S\\n')\n",
     "# TODO: Read the response until the End-of-Transmission character (EOT): '\\x04'\n",
-    "\n",
+    "status = serial.read_until(b\"\\x04\")\n",
     "# TODO: Decode the status information received from the car\n",
-    "\n",
+    "status = status.decode(\"utf-8\")\n",
     "# Print the status information received from the car\n",
     "print(f\"Car status is:\\n\\n{status}\")\n",
     "\n",
+    "serial.close()\n",
     "# TODO: Close the serial connection (important!)"
-   ]
+   ],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Canvas(height=520, width=520)"
+      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "version_major": 2,
+       "version_minor": 0,
+       "model_id": "3017800da43140a2b518e020dcce5af4"
+      }
+     },
+     "metadata": {},
+     "output_type": "display_data",
+     "jetTransient": {
+      "display_id": null
+     }
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Car status is:\n",
+      "\n",
+      "**************************\n",
+      "* Audio Beacon: off\n",
+      "* c: 0xabcdef00\n",
+      "* f_c: 5678\n",
+      "* f_b: 1234\n",
+      "* c_r: 1337\n",
+      "**************************\n",
+      "* PWM:\n",
+      "* Dir. 150\n",
+      "* Mot. 150\n",
+      "**************************\n",
+      "* Sensors:\n",
+      "* Dist. L 0 R 0\n",
+      "* V_batt 11.5 V\n",
+      "**************************\n",
+      "\u0004\n"
+     ]
+    }
+   ],
+   "execution_count": 4
   },
   {
    "cell_type": "markdown",
@@ -455,10 +563,13 @@
    ]
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T10:27:10.276766Z",
+     "start_time": "2025-11-21T10:27:10.272096Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "### Student Version ###\n",
     "\n",
@@ -466,52 +577,80 @@
     "    def __init__(self, port, baudrate=115200):\n",
     "        # Initialize the serial connection\n",
     "        # self.serial = Serial(port, baudrate, rtscts=True)\n",
-    "        \n",
+    "        self.serial = Serial(port, baudrate,rtscts=True)\n",
     "        # Initialize beacon parameters here using send_command\n",
     "        # Set carrier frequency, bit frequency, repetition count, and code pattern\n",
-    "        pass  # Replace with actual initialization code\n",
+    "        carrier_frequency_value = 10000\n",
+    "        carrier_frequency = carrier_frequency_value.to_bytes(2, byteorder='big')\n",
+    "        self.send_command(b\"F\"+carrier_frequency+b\"\\n\")\n",
+    "\n",
+    "\n",
+    "        bit_frequency_value = 5000\n",
+    "        bit_frequency = bit_frequency_value.to_bytes(2, byteorder='big')\n",
+    "        self.send_command(b\"B\"+bit_frequency+b\"\\n\")\n",
+    "\n",
+    "\n",
+    "        desired_repetition_frequency = 2  # Replace with your value\n",
+    "        repetition_count_value = bit_frequency_value // desired_repetition_frequency\n",
+    "        repetition_count = repetition_count_value.to_bytes(2, byteorder='big')\n",
+    "        # Ensure repetition_count_value is at least 32\n",
+    "        repetition_count_value = max(repetition_count_value, 32)\n",
+    "        repetition_count = repetition_count_value.to_bytes(2, byteorder='big')\n",
+    "        self.send_command(b\"R\"+repetition_count+b\"\\n\")\n",
+    "\n",
+    "        code_value = 0x67676767 # Replace with your code\n",
+    "        code = code_value.to_bytes(4, byteorder='big')\n",
+    "        self.send_command(b\"C\"+code+b\"\\n\")\n",
     "\n",
     "    def send_command(self, command):\n",
     "        # Send the command string over the serial connection\n",
-    "        self.serial.write(command.encode())\n",
-    "        pass\n",
+    "        self.serial.write(command)\n",
+    "        print(command)\n",
     "\n",
     "    def set_speed(self, speed):\n",
     "        # Send the motor speed command using send_command\n",
     "        # Use the format 'M<speed>\\n'\n",
-    "        pass\n",
+    "        self.send_command(f\"M{speed}\\n\".encode())\n",
+    "\n",
     "\n",
     "    def set_angle(self, angle):\n",
     "        # Send the steering angle command using send_command\n",
     "        # Use the format 'D<angle>\\n'\n",
-    "        pass\n",
+    "        self.send_command(f\"D{angle}\\n\".encode())\n",
+    "\n",
     "\n",
     "    def stop(self):\n",
     "        # Stop the car by setting speed and angle to neutral (150)\n",
     "        # Call set_speed and set_angle with 150\n",
-    "        pass\n",
+    "        self.set_speed(150)\n",
+    "        self.set_angle(150)\n",
     "\n",
     "    def start_beacon(self):\n",
     "        # Send commands to start the beacon\n",
     "        # Use the command 'A1\\n'\n",
-    "        pass\n",
+    "        self.send_command(b\"A1\\n\")\n",
     "\n",
     "    def stop_beacon(self):\n",
     "        # Send commands to stop the beacon\n",
     "        # Use the command 'A0\\n'\n",
-    "        pass\n",
+    "        self.send_command(b\"A0\\n\")\n",
     "\n",
     "    def close(self):\n",
     "        # Close the serial connection\n",
     "        # self.serial.close()\n",
-    "        pass"
-   ]
+    "        self.serial.close()\n"
+   ],
+   "outputs": [],
+   "execution_count": 44
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T10:27:11.326406Z",
+     "start_time": "2025-11-21T10:27:11.323674Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "### Student Version ###\n",
     "\n",
@@ -525,6 +664,20 @@
     "        while True:\n",
     "            # Read input from the user\n",
     "            command = input(\"Enter command: \").lower()\n",
+    "            if command == \"w\":\n",
+    "                car_speed = car_speed + 5\n",
+    "            elif command == \"s\":\n",
+    "                car_speed -=5\n",
+    "            elif command == \"a\":\n",
+    "                car_steering +=5\n",
+    "            elif command == \"d\":\n",
+    "                car_steering -=5\n",
+    "            elif command == \"e\":\n",
+    "                kitt.start_beacon()\n",
+    "            elif command == \"r\":\n",
+    "                kitt.stop_beacon()\n",
+    "            elif command == \"q\":\n",
+    "                break\n",
     "\n",
     "            # TODO: depending on the command, adjust the car speed, steering angle, or start/stop the beacon variable\n",
     "\n",
@@ -543,28 +696,63 @@
     "        # Ensure the car is stopped and serial connection is closed\n",
     "        kitt.stop()\n",
     "        kitt.close()"
-   ]
+   ],
+   "outputs": [],
+   "execution_count": 45
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T10:29:28.965385Z",
+     "start_time": "2025-11-21T10:29:01.281710Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "### Student Version ###\n",
     "\n",
     "if __name__ == \"__main__\":\n",
     "    # Create an instance of KITT with the correct serial port\n",
     "    # Replace '/dev/ttyUSB0' with your actual serial port\n",
-    "    kitt = KITT('/path/to/serial/port')  # Replace with the actual port\n",
+    "    kitt = KITT('/dev/rfcomm2')  # Replace with the actual port\n",
     "\n",
     "    # Start the control function\n",
     "    wasd_control(kitt)"
-   ]
+   ],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "b\"F'\\x10\\n\"\n",
+      "b'B\\x13\\x88\\n'\n",
+      "b'R\\t\\xc4\\n'\n",
+      "b'Cgggg\\n'\n",
+      "Control the car with W (forward), S (backward), A (left), D (right), E (start beacon), R (stop beacon), and Q (to exit).\n",
+      "b'M150\\n'\n",
+      "b'D145\\n'\n",
+      "b'M150\\n'\n",
+      "b'D140\\n'\n",
+      "b'M150\\n'\n",
+      "b'D135\\n'\n",
+      "b'M150\\n'\n",
+      "b'D130\\n'\n",
+      "b'M150\\n'\n",
+      "b'D125\\n'\n",
+      "b'M145\\n'\n",
+      "b'D125\\n'\n",
+      "b'M140\\n'\n",
+      "b'D125\\n'\n",
+      "b'M150\\n'\n",
+      "b'D150\\n'\n"
+     ]
+    }
+   ],
+   "execution_count": 50
   },
   {
-   "cell_type": "markdown",
    "metadata": {},
+   "cell_type": "markdown",
    "source": [
     "#### Test the Code with the Real Car\n",
     "\n",
@@ -592,17 +780,64 @@
    ]
   },
   {
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2025-11-21T09:39:10.749553211Z",
+     "start_time": "2025-11-19T19:27:44.033559Z"
+    }
+   },
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
    "source": [
     "import serial.tools.list_ports\n",
     "\n",
     "ports = list(serial.tools.list_ports.comports())\n",
     "for port in ports:\n",
     "    print(port.device)"
-   ]
+   ],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/dev/ttyS31\n",
+      "/dev/ttyS30\n",
+      "/dev/ttyS29\n",
+      "/dev/ttyS28\n",
+      "/dev/ttyS27\n",
+      "/dev/ttyS26\n",
+      "/dev/ttyS25\n",
+      "/dev/ttyS24\n",
+      "/dev/ttyS23\n",
+      "/dev/ttyS22\n",
+      "/dev/ttyS21\n",
+      "/dev/ttyS20\n",
+      "/dev/ttyS19\n",
+      "/dev/ttyS18\n",
+      "/dev/ttyS17\n",
+      "/dev/ttyS16\n",
+      "/dev/ttyS15\n",
+      "/dev/ttyS14\n",
+      "/dev/ttyS13\n",
+      "/dev/ttyS12\n",
+      "/dev/ttyS11\n",
+      "/dev/ttyS10\n",
+      "/dev/ttyS9\n",
+      "/dev/ttyS8\n",
+      "/dev/ttyS7\n",
+      "/dev/ttyS6\n",
+      "/dev/ttyS5\n",
+      "/dev/ttyS4\n",
+      "/dev/ttyS3\n",
+      "/dev/ttyS2\n",
+      "/dev/ttyS1\n",
+      "/dev/ttyS0\n",
+      "/dev/rfcomm2\n",
+      "/dev/rfcomm1\n",
+      "/dev/rfcomm0\n"
+     ]
+    }
+   ],
+   "execution_count": 18
   },
   {
    "cell_type": "markdown",

Manual/4_Module_2.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)\n",
     "\n",
@@ -28,7 +28,6 @@
     "import numpy as np\n",
     "import pandas as pd\n",
     "import matplotlib.pyplot as plt\n",
-    "import csv\n",
     "\n",
     "# Uncomment one of the following lines depending on your setup\n",
     "\n",
@@ -37,8 +36,7 @@
     "# import sounddevice\n",
     "\n",
     "# If you are using the simulator, uncomment the next lines and comment the real car lines\n",
-    "from KITT_Simulator.serial_simulator import Serial\n",
-    "from KITT_Simulator.sounddevice_simulator import sounddevice\n",
+    "from Manual.KITT_Simulator.sounddevice_simulator import sounddevice\n",
     "\n",
     "# Note: After changing the import statement, you need to restart the kernel for changes to take effect."
    ]

Manual/5_Module_3.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)\n",
     "\n",
@@ -34,9 +34,6 @@
     "import matplotlib.pyplot as plt           # For plotting purposes\n",
     "import numpy as np                        # For convolution function\n",
     "from scipy.io import wavfile\n",
-    "from scipy.signal import find_peaks\n",
-    "import time\n",
-    "from scipy.fft import fft, ifft\n",
     "\n",
     "# Uncomment one of the following lines depending on your setup\n",
     "\n",
@@ -45,8 +42,6 @@
     "# from sounddevice import sounddevice\n",
     "\n",
     "# If you are using the simulator, uncomment the next lines and comment the real car lines\n",
-    "from KITT_Simulator.serial_simulator import Serial\n",
-    "from KITT_Simulator.sounddevice_simulator import sounddevice\n",
     "\n",
     "# Note: After changing the import statement, you need to restart the kernel for changes to take effect."
    ]
@@ -685,12 +680,8 @@
    "source": [
     "### Student Version ###\n",
     "\n",
-    "from scipy.io import wavfile\n",
-    "import logging\n",
-    "import scipy.signal as signal\n",
-    "from scipy.fft import fft, ifft\n",
     "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
+    "\n",
     "\n",
     "class Localization:\n",
     "    \"\"\"\n",

Manual/6_Module_4.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)\n",
     "\n",
@@ -23,7 +23,6 @@
    "outputs": [],
    "source": [
     "# Import necessary libraries\n",
-    "import time\n",
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
     "\n",
@@ -33,7 +32,6 @@
     "# from serial import Serial\n",
     "\n",
     "# If you are using the simulator, uncomment the next line and comment the real car line\n",
-    "from KITT_Simulator.serial_simulator import Serial\n",
     "\n",
     "# Note: After changing the import statement, you need to restart the kernel for changes to take effect."
    ]

Manual/7_Midterm_Report.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)"
    ]
   },

Manual/8_Module_5.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![book header](../pictures/header.png)\n",
+    "![book header](pictures/header.png)\n",
     "\n",
     "[Table of Contents](0_Table_of_Contents.ipynb)\n",
     "\n",
@@ -283,7 +283,7 @@
     "\n",
     "The figure below is a example depiction of the Challenges (*On the old television series, KARR is the archenemy of KITT*)\n",
     "\n",
-    "![alt text](../pictures/FinalChallenge.png)\n",
+    "![alt text](pictures/FinalChallenge.png)\n",
     "\n",
     "\n"
    ]

Manual/KITT_Simulator/gui_tester.ipynb

@@ -6,8 +6,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from gui import GUI\n",
-    "from shared_state import SharedState\n",
+    "from Manual.KITT_Simulator.gui import GUI\n",
+    "from Manual.KITT_Simulator.shared_state import SharedState\n",
     "\n",
     "import time\n",
     "import numpy as np"

Manual/KITT_Simulator/serial_simulator.py

@@ -1,14 +1,11 @@
 import time
 import threading
 import numpy as np
-import matplotlib.pyplot as plt
 import logging
-import queue  # Import queue to handle inter-thread communication
 
-
-from KITT_Simulator.shared_state import SharedState
-from KITT_Simulator.gui import GUI
-from KITT_Simulator.dynamics_simulator import Dynamics
+from Manual.KITT_Simulator.shared_state import SharedState
+from Manual.KITT_Simulator.gui import GUI
+from Manual.KITT_Simulator.dynamics_simulator import Dynamics
 
 # try:
 #     from KITT_Simulator.shared_state import SharedState

Manual/KITT_Simulator/sounddevice_simulator.py

@@ -1,9 +1,8 @@
-import time as time
 import numpy as np
 import matplotlib.pyplot as plt
 
 try: 
-    from KITT_Simulator.shared_state import SharedState
+    from Manual.KITT_Simulator.shared_state import SharedState
 except:
     from shared_state import SharedState
 

appendix/0_Installation_Linux.ipynb

@@ -3,9 +3,7 @@
   {
    "cell_type": "markdown",
    "metadata": {},
-   "source": [
-    "![book header](../pictures/header.png)"
-   ]
+   "source": "![book header](../Manual/pictures/header.png)"
   },
   {
    "cell_type": "markdown",

appendix/0_Installation_Mac.ipynb

@@ -3,9 +3,7 @@
   {
    "cell_type": "markdown",
    "metadata": {},
-   "source": [
-    "![book header](../pictures/header.png)"
-   ]
+   "source": "![book header](../Manual/pictures/header.png)"
   },
   {
    "cell_type": "markdown",

appendix/0_Installation_Windows.ipynb

@@ -3,9 +3,7 @@
   {
    "cell_type": "markdown",
    "metadata": {},
-   "source": [
-    "![book header](../pictures/header.png)"
-   ]
+   "source": "![book header](../Manual/pictures/header.png)"
   },
   {
    "cell_type": "markdown",

requirements.txt

@@ -1,3 +1,4 @@
+pynput
 jupyter-book
 matplotlib
 numpy