Mbot2 Line Follower Code Guide

def tune_pid(self): """ Interactive PID tuning """ print("\n=== PID Tuning Mode ===") print("Adjust values to improve line following:") print(f"Current: KP=self.KP, KI=self.KI, KD=self.KD") while True: print("\nCommands:") print(" kp [value] - Set proportional gain") print(" ki [value] - Set integral gain") print(" kd [value] - Set derivative gain") print(" test - Test current settings") print(" quit - Exit tuning") cmd = input("> ").strip().lower() if cmd.startswith("kp"): try: self.KP = float(cmd.split()[1]) print(f"KP set to self.KP") except: print("Invalid value") elif cmd.startswith("ki"): try: self.KI = float(cmd.split()[1]) print(f"KI set to self.KI") except: print("Invalid value") elif cmd.startswith("kd"): try: self.KD = float(cmd.split()[1]) print(f"KD set to self.KD") except: print("Invalid value") elif cmd == "test": print("Testing for 5 seconds...") self.follow_line(duration=5) elif cmd == "quit": break else: print("Unknown command") def main(): """Main function to run the line follower with menu""" follower = MBot2LineFollower()

def calibrate_sensors(self): """ Calibrate line sensors for current surface """ print("Calibrating line sensors...") print("Place robot on WHITE surface and press Enter") input() # Read white values white_values = [] for i in range(5): white_values.append(self.bot.get_line_sensor(i+1)) print(f"White readings: white_values") print("Place robot on BLACK line and press Enter") input() # Read black values black_values = [] for i in range(5): black_values.append(self.bot.get_line_sensor(i+1)) print(f"Black readings: black_values") print("Calibration complete!") return white_values, black_values mbot2 line follower code

def reset_pid(self): """Reset PID controller state""" self.integral = 0 self.previous_error = 0 self.last_time = time.time() left_speed)) right_speed = max(-self.MAX_SPEED

def set_motor_speeds(self, base_speed, turn_speed): """ Calculate and set left/right motor speeds based on base speed and turn """ # Differential steering left_speed = base_speed + turn_speed right_speed = base_speed - turn_speed # Apply speed limits left_speed = max(-self.MAX_SPEED, min(self.MAX_SPEED, left_speed)) right_speed = max(-self.MAX_SPEED, min(self.MAX_SPEED, right_speed)) # Set motor speeds self.bot.set_left_motor_speed(left_speed) self.bot.set_right_motor_speed(right_speed) mbot2 line follower code

def pid_control(self, error, dt): """ PID control algorithm Returns: turn speed (-MAX_TURN to +MAX_TURN) """ # Proportional term p_term = self.KP * error # Integral term (with anti-windup) self.integral += error * dt # Limit integral to prevent excessive accumulation integral_limit = 100 self.integral = max(-integral_limit, min(integral_limit, self.integral)) i_term = self.KI * self.integral # Derivative term derivative = (error - self.previous_error) / dt if dt > 0 else 0 d_term = self.KD * derivative # Calculate total turn speed turn_speed = p_term + i_term + d_term # Limit turn speed turn_speed = max(-self.MAX_TURN, min(self.MAX_TURN, turn_speed)) # Store values for next iteration self.previous_error = error return turn_speed