?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F784%2F&rft.title=Innovative+Bayesian+Compressive+Sensing+Microwave+Imaging+with+Matrix+Completion&rft.creator=Oliveri%2C+G.&rft.creator=Salucci%2C+M.&rft.creator=Anselmi%2C+N.&rft.subject=A+WC+Next+Generation+Wireless+Communications&rft.subject=M+CS+Compressive+Sensing&rft.description=An+innovative+microwave+imaging+methodology+to+solve+the+inverse+scattering+problem+in+presence+of+sparse+scatterers+under+the+first+order+Born+approximation+(Born-I)+is+proposed.+The+developed+approach+is+based+on+the+effective+integration+of+a+single-task+Bayesian+compressive+sensing+(ST-BCS)+solver+with+a+customized+matrix+completion+(MC)+strategy.++The+BCS-MC+is+able+to+identify+the+%22less+reliable%22+solution+coefficients+and+discard+them%2C+by+successively+competing+the+retrieved+image+with+improved+accuracy%2C+especially+when+inverting+highly+blurred+scattering+data.+%0DSome+numerical+results+are+shown+in+order+to+verify+the+effectiveness+of+the+proposed+methodology+under+different+operative+conditions.&rft.publisher=ELEDIA+Research+Center+-+University+of+Trento&rft.date=2018&rft.type=Monograph&rft.type=NonPeerReviewed&rft.format=text&rft.language=en&rft.identifier=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F784%2F1%2FInnovative%2520Bayesian%2520Compressive%2520Sensing%2520Microwave%2520Imaging%2520with%2520Matrix%2520Completion%2520.pdf&rft.identifier=++Oliveri%2C+G.+and+Salucci%2C+M.+and+Anselmi%2C+N.++(2018)+Innovative+Bayesian+Compressive+Sensing+Microwave+Imaging+with+Matrix+Completion.++Technical+Report.+ELEDIA+Research+Center+-+University+of+Trento.+++++