Machine Learning Methods for Super-Resolution in Sparse Sensor Arrays

Due to their robustness to weather and environmental conditions, radars are an important sensor in automotive and industrial applications. However, their utility in more advanced applications is increasingly limited by their resolution, which increases linearly with the number of radar elements in a...

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Bibliographic Details
Main Author: Jin, Mumin
Other Authors: Wornell, Gregory
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139026