?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F798%2F&rft.title=An+Hybrid+Multi%E2%80%90Task+Bayesian+Compressive+Born+Iterative+Microwave+Imaging+Approach&rft.creator=OLIVERI%2C+Giacomo&rft.creator=Poli%2C+Lorenzo&rft.creator=Anselmi%2C+Nicola&rft.creator=SALUCCI%2C+Marco&rft.creator=MASSA%2C+Andrea&rft.subject=A+WC+Next+Generation+Wireless+Communications&rft.subject=M+CS+Compressive+Sensing&rft.description=This+work+presents+an+innovative+microwave+imaging+method+to+retrieve+non%E2%80%90weak+targets++in++the++compressive++sensing++(CS)++framework.++In++order++to++avoid++the++contrast+source++formulation++(CSF)++of++the++arising++inverse++scattering++(IS)++problem%2C++a++Born+Iterative++(BI)++formulation++is++adopted%2C++and++the++estimation++of++the++unknown++contrast+function+within+the+imaged+domain+is+carried+out+by+means+of+an+iterative+approach+thanks+to+a+customized+multi%E2%80%90task+Bayesian+compressive+sensing+(MT%E2%80%90BCS)+method.+Some++preliminary++results++are++reported++in++order++to++verify++the++effectiveness++of++the+%0Dproposed++hybrid++BI%E2%80%90MT%E2%80%90BCS++solution++strategy%2C++as++well++as++to++highlight++its++current+%0Dlimitations.&rft.publisher=ELEDIA+Research+Center+-+University+of+Trento&rft.type=Monograph&rft.type=NonPeerReviewed&rft.format=text&rft.language=en&rft.identifier=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F798%2F1%2FAn_Hybrid_Multi-Task_Bayesian_Compressive_Born_Iterative_Microwave_Imaging_Approach.pdf&rft.identifier=++OLIVERI%2C+Giacomo+and+Poli%2C+Lorenzo+and+Anselmi%2C+Nicola+and+SALUCCI%2C+Marco+and+MASSA%2C+Andrea+++An+Hybrid+Multi%E2%80%90Task+Bayesian+Compressive+Born+Iterative+Microwave+Imaging+Approach.++Technical+Report.+ELEDIA+Research+Center+-+University+of+Trento.+++++