?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F505%2F&rft.title=Bayesian+Compressive+Sampling+for+Pattern+Synthesis+With+Maximally+Sparse+Non-Uniform+Linear+Arrays&rft.creator=Oliveri%2C+Giacomo&rft.creator=Massa%2C+Andrea&rft.subject=TU+Technical+Reports+and+Publications&rft.description=A+numerically-efficient+technique+based+on+the+Bayesian+compressive+sampling+(BCS)+for+the+design+of+maximally-sparse+linear+arrays+is+introduced.+The+method+is+based+on+a+probabilistic+formulation+of+the+array+synthesis+and+it+exploits+a+fast+relevance+vector+machine+(RVM)+for+the+problem+solution.+The+proposed+approach+allows+the+design+of+linear+arrangements+fitting+desired+power+patterns+with+a+reduced+number+of+non-uniformly+spaced+active+elements.+The+numerical+validation+assesses+the+effectiveness+and+computational+efficiency+of+the+proposed+approach+as+a+suitable+complement+to+existing+state-of-the-art+techniques+for+the+design+of+sparse+arrays.+%E2%80%9C(c)+2011+IEEE.+Personal+use+of+this+material+is+permitted.+Permission+from+IEEE+must+be+obtained+for+all+other+users%2C+including+reprinting%2F+republishing+this+material+for+advertising+or+promotional+purposes%2C+creating+new+collective+works+for+resale+or+redistribution+to+servers+or+lists%2C+or+reuse+of+any+copyrighted+components+of+this+work+in+other+works.%E2%80%9D&rft.date=2011-01&rft.type=Technical+Report&rft.type=PeerReviewed&rft.format=text&rft.language=en&rft.identifier=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F505%2F1%2FDISI-11-103-R197.pdf&rft.identifier=++Oliveri%2C+Giacomo+and+Massa%2C+Andrea++(2011)+Bayesian+Compressive+Sampling+for+Pattern+Synthesis+With+Maximally+Sparse+Non-Uniform+Linear+Arrays.++%5BTechnical+Report%5D+++++