?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F917%2F&rft.title=Bayesian+Compressive+Sensing+in+Multi-Resolution+Contrast+Source+Estimation&rft.creator=SALUCCI%2C+Marco&rft.creator=POLI%2C+Lorenzo&rft.creator=ZARDI%2C+Francesco&rft.creator=TOSI%2C+Luca&rft.creator=LUSA%2C+Samantha&rft.creator=MASSA%2C+Andrea&rft.subject=A+WC+Next+Generation+Wireless+Communications&rft.subject=M+CS+Compressive+Sensing&rft.description=This+work+proposes+a+sophisticated+multi-step+inverse+scattering+strategy+within+the+contrast+source+inversion+(CSI)+framework+to+reconstruct+non-Born+scatterers.+It+adopts+a+multi-resolution+(MR)+scheme+to+represent+contrast+sources%2C+which+are+iteratively+estimated+using+a+Bayesian+compressive+sensing+(BCS)+algorithm+that+encourages+sparse+solutions.+The+method's+accuracy+and+stability+are+confirmed+through+extensive+testing.+Benchmark+comparisons+demonstrate+the+approach%E2%80%99s+strong+performance+relative+to+contemporary+advanced+techniques.&rft.publisher=ELEDIA+Research+Center+-+University+of+Trento&rft.date=2025&rft.type=Monograph&rft.type=NonPeerReviewed&rft.format=text&rft.language=en&rft.identifier=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F917%2F1%2FBayesian_Compressive_Sensing_in_Multi-Resolution_Contrast_Source_Estimation.pdf&rft.identifier=++SALUCCI%2C+Marco+and+POLI%2C+Lorenzo+and+ZARDI%2C+Francesco+and+TOSI%2C+Luca+and+LUSA%2C+Samantha+and+MASSA%2C+Andrea++(2025)+Bayesian+Compressive+Sensing+in+Multi-Resolution+Contrast+Source+Estimation.++Technical+Report.+ELEDIA+Research+Center+-+University+of+Trento.+++++