Introduction Siren systems play a critical role in contemporary society, acting as vital alert mechanisms that notify the public about emergencies. Whether it’s a fire, a natural disaster, or a public safety threat, sirens are designed to grab attention and convey urgency. Their importance is underscored in urban environments, where fast-paced lives can detract from