{"634871":{"#nid":"634871","#data":{"type":"event","title":"Ph.D. Proposal Oral Exam - Huy Thong Nguyen","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003E\u003Cem\u003EMicrowave Circuits and Techniques for mm-Wave Wireless Communication\u003C\/em\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003ECommittee:\u0026nbsp; \u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Peterson, Advisor\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Cressler, Chair\u003C\/p\u003E\r\n\r\n\u003Cp\u003EDr. Klein\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EAbstract: \u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003EThe objective of the proposed research is to apply theoretical analysis and Machine Learning techniques to develop a class of solutions we call the BCOD for a variety of mm-wave design tasks, including Impedance Transforming Baluns, Power Combiners, Out-phasing circuits, and Doherty networks. The BCOD structure is an extension of a Marchand balun with a shorter electrical length and lumped capacitors. In this thesis, we analyze the network requirements of the mm-Wave tasks, apply mathematical constraints, solve for theoretical solutions on the BCOD structure, and calculate optimum electrical parameters to resolve the mm-Wave design tasks. To implement theoretical microwave structures in physical realizations, researchers often employ time-consuming techniques based on trial-and-error to tune EM parameters. We attempt to break this prolonged process by learning from data and employing Machine Learning techniques. We propose to develop a database of transmission-line and coupled-line implementations, build Machine Learning models that learn Electronic-EM relationships, and utilize optimizers to directly transform from electrical parameters to optimum physical dimensions with lowest loss. The goal is to fully automate a design flow that instantaneously generates a full EM design when given a specification of relevant mm-Wave tasks.\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":"Microwave Circuits and Techniques for mm-Wave Wireless Communication"}],"uid":"28475","created_gmt":"2020-04-29 20:22:13","changed_gmt":"2020-04-29 20:22:13","author":"Daniela Staiculescu","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2020-05-06T15:00:00-04:00","event_time_end":"2020-05-06T17:00:00-04:00","event_time_end_last":"2020-05-06T17:00:00-04:00","gmt_time_start":"2020-05-06 19:00:00","gmt_time_end":"2020-05-06 21:00:00","gmt_time_end_last":"2020-05-06 21:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"434371","name":"ECE Ph.D. Proposal Oral Exams"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"},{"id":"1808","name":"graduate students"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}