Barbara Pernici (editor) - Special Topics in Information Technology
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This open access book presents nine outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy. Information Technology has always been highly interdisciplinary, as many aspects have to be considered in IT systems. The doctoral studies program in IT at Politecnico di Milano emphasizes this interdisciplinary nature, which is becoming more and more important in recent technological advances, in collaborative projects, and in the education of young researchers.
Accordingly, the focus of advanced research is on pursuing a rigorous approach to specific research topics starting from a broad background in various areas of Information Technology, especially Computer Science and Engineering, Electronics, Systems and Controls, and Telecommunications.
Each year, more than 50 PhDs graduate from the program. This book gathers the outcomes of the nine best theses defended in 2018-19 and selected for the IT PhD Award. Each of the nine authors provides a chapter summarizing his/her findings, including an introduction, description of methods, main achievements and future work on the topic. Hence, the book provides a cutting-edge overview of the latest research trends in Information Technology at Politecnico di Milano, presented in an easy-to-read format that will also appeal to non-specialists.
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More information about this subseries at http://www.springer.com/series/11159
http://www.polimi.it
Open Access This book is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
The images or other third party material in this book are included in the book's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the book's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
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This book describes nine of the most promising results from doctoral studies in Information Technology at the Department of Electronics, Information, and Bioengineering of Politecnico di Milano. Information Technology has always been interdisciplinary, as many aspects have to be considered in IT systems. The characteristics of the IT Ph.D. doctoral studies at Politecnico di Milano is an emphasis on this interdisciplinary nature, that is becoming more and more important in the recent technological developments, in collaborative projects and in the education of young researchers. The focus of advanced research is therefore on a rigorous approach to specific research topics starting from a broad background in different aspects of Information Technology, and in particular in the areas of Computer Science and Engineering, Electronics, Systems and Controls, and Telecommunications.
Each year, more than 50 doctors are graduated from the program. The present book collects the nine best results from the defended theses in 201819 selected for the IT Ph.D. Award. Each of the nine authors provides a chapter summarizing research results, including an introduction, description of methods, main achievements, and future work on the topic. Hence, this book provides a cutting-edge overview of the newest research trends in Information Technology developed at Politecnico di Milano, in an easy-to-read format for presenting the main results also to nonspecialists in the specific field.
A fundamental pillar for the research work in the Department of Electronics, Information, and Bioengineering (DEIB) is its Ph.D. program in Information Technology, with more than 50 doctors graduating each year. The program is characterized by a broad approach to information technology, in the areas of Computer Science and Engineering, Electronics, Systems and Controls, and Telecommunications.
The characteristics of the IT Ph.D. doctoral studies in the DEIB department is an emphasis on interdisciplinarity, that is becoming more and more important in the recent technological developments in which the boundaries between disciplines are becoming increasingly fuzzy in collaborative projects and education of young researchers. Therefore, the focus of the program is on providing a broad doctoral-level educational approach and research environment and at the same time, a rigorous approach to the specific research topics developed by the Ph.D. candidates in different aspects of Information Technology, based on both on theoretical approaches and on the validation of new ideas in selected application domains.
Starting with the present volume, we present the ongoing research work in doctoral studies in the department, through a collection of summaries illustrating the results of the best Ph.D. theses defended in the academic year 201819. In this chapter, the coordinators of each of the areas are going to introduce the four areas of the Ph.D. program in Information Technology, namely Computer Science and Engineering, Electronics, Systems and Controls, and Telecommunications, and provide a short introduction to the papers selected for the volume.
The research carried out by the Ph.D. graduates within Telecommunications Engineering span heterogeneous disciplines, which include information theory, communication networks, signal processing, and microwaves and photonics.
The two theses selected to be part of this volume address two different aspects and applications of digital signal processing. The contribution on Advances in Wave Digital Modeling of Linear and Nonlinear Systems advances the theory of wave digital modeling, that is, the construction of digital representation of analog systems. The thesis re-vitalizes and extends the theory of Wave Digital Filters (WDF) of the late 70s by proposing novel approaches, which can be applied to generic physical systems provided that they can be described by an equivalent electric circuit. The contributions provided in the work have relevant implications not only in the field of numerical simulation of physical phenomena, but also in the field of digital audio signal processing, as it allows to model different kinds of processing structures in a unified fashion.
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