DOA Direction Estimation Based on Compressed Sensing

Compressed sensing has broad applications in information technology and represents a cutting-edge discipline. Applying compressed sensing to DOA (Direction of Arrival) estimation introduces an innovative methodology, particularly effective for far-field narrowband signal estimation using microphone arrays. The implementation typically involves sparse signal reconstruction algorithms and optimization techniques to achieve accurate angular resolution with reduced sensor data requirements.