Modern automobile engine control systems rely on the input from various sensors to regulate the engine's performance, emissions, and other essential functions. When these sensors fail to provide accurate data, drivers may experience increased fuel consumption, drivability issues, emission failures, and other related problems. One of the crucial sensors in contemporary vehicles is the oxygen…