Introduction In an age where technology permeates every aspect of our lives, embedded systems have emerged as the backbone of modern electronic devices. From the smartphones in our pockets to the sophisticated control systems in automobiles and medical devices, embedded systems are integral to ensuring functionality, reliability, and efficiency. A