Detection and Estimation Theory

Detection and Estimation Theory involve methods for identifying the presence of signals or information within noisy data and accurately determining their properties. Detection focuses on deciding whether a signal exists, like recognizing a phone call amid background noise. Estimation aims to accurately measure characteristics, such as the signal's strength or origin. These processes are essential in areas like communications, radar, and medical imaging, ensuring reliable decision-making and precise measurements despite uncertainties and interference.