?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F778%2F&rft.title=Integrating+the+IMSA+with+Bayesian+Compressive+Sensing+for+Solving+Inverse+Scattering+Problems&rft.creator=Anselmi%2C+N.&rft.creator=Poli%2C+L.&rft.creator=Oliveri%2C+G.&rft.creator=Massa%2C+A.&rft.subject=A+WC+Next+Generation+Wireless+Communications&rft.subject=M+CS+Compressive+Sensing&rft.description=A+novel+microwave+imaging+technique+is+proposed+in+this+work+for+solving+2D+transverse+magnetic+inverse+scattering+problems+under+the+first+order+Born+approximation.+The+developed+strategy+exploits+the+well-known+regularization+capabilities+of+Bayesian+compressive+sensing+(BCS)+and+the+progressively+acquired+information+through+a+multi-resolution+iterative+approach.+Towards+this+end%2C+a+customized+relevance+vector+machine+(RVM)+solver+is+implemented+to+iteratively+improve+the+BCS+solution+accuracy+within+the+identified+region+of+interest+(RoI).+Selected+numerical+results+are+shown+to+verify+the+effectiveness+of+the+proposed+methodology.&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%2F778%2F1%2FIntegrating_the_IMSA_with_Bayesian_Compressive_Sensing_for_Solving_Inverse_Scattering_Problems.v2.pdf&rft.identifier=++Anselmi%2C+N.+and+Poli%2C+L.+and+Oliveri%2C+G.+and+Massa%2C+A.++(2018)+Integrating+the+IMSA+with+Bayesian+Compressive+Sensing+for+Solving+Inverse+Scattering+Problems.++Technical+Report.+ELEDIA+Research+Center+-+University+of+Trento.+++++