Prospective application of neural networks in superresolution radars

摘要

The concept of superresolution radars is demonstrated in the context of radar detection of multiple targets using array processing and superresolution range-Doppler imaging of a commercial aircraft, the boeing-727. The extreme computational complexity involved in the superresolution radar is discussed. The use of artificial neural networks in future superresolution radars is highlighted.