[ESoA] Compressive Sensing in Electromagnetics

PhD Schools

[ESoA] Compressive Sensing in Electromagnetics

Tsinghua University, Beijing, China
10th October 2017
Organizer(s):  Prof. Andrea MASSA, Prof. Tommaso ISERNIA
Teacher(s):  Prof. Andrea MASSA, Prof. Tommaso ISERNIA, Prof. Marco Donald MIGLIORE, Prof. Giacomo OLIVERI

Compressive sensing (CS) is a fundamentally interdisciplinary topic, with interplay between applied/pure mathematics and engineering serving to fertilize innovative researches opening new frontiers. The impact of CS goes far beyond compression and classical signal processing. Whenever acquiring/inverting data/information is difficult, dangerous, or expensive, it is possible to proceed with much less data/information than previously thought possible. Such a possibility has been rapidly exploited in several and different ranges of practical electromagnetic problems almost always leading to striking results that significantly advance the state‐of‐the‐art.

  • Day 1: CS Introduction and Theoretical Basis
  • Day 2: Applications of CS in Antenna Design and Engineering
  • Day 3: Applications of CS in Inverse Problems and Imaging
  • Day 4: Further Issues & Advanced Topics in CS

This course, after reviewing basics and fundamentals of CS, will focus on state‐of‐the‐art and most recently introduced CS‐based techniques and algorithms, discussing capabilities, limitations, and perspectives in the following topics: Antenna Synthesis and Design, Antenna Measurements, Adaptive Antennas & Antenna Signal Processing, Inverse Scattering and Microwave Imaging. Applicative examples including exercises and talks regarding specific applications will corroborate the developed concepts.

Organization

Course Coordinators
  • Prof. Andrea MASSA, ELEDIA Research Center HQ, Trento, Italy
  • Prof. Tommaso ISERNIA, LEMMA Group, Reggio Calabria, Italy
Course Teachers
  • Prof. Andrea MASSA, ELEDIA Research Center (ELEDIA@UniTN), University of Trento, Italy; DIGITEO Chair, CentraleSupélec, France; Cátedra de Excelencia UC3M-Santander, Universidad Carlos III de Madrid, Spain
  • Prof. Tommaso ISERNIA, LEMMA Group, Università Mediterranea di Reggio Calabria, Italy
  • Prof. Marco Donald MIGLIORE, ELEDIA Research Center (ELEDIA@UniCAS), Università di Cassino e del Lazio Meridionale, Italy
  • Prof. Giacomo OLIVERI, ELEDIA Research Center (ELEDIA@UniTN), University of Trento, Italy; ELEDIA Research Center (ELEDIA@L2S), CentraleSupélec, France
Date

From: 2017-10-10 09:00
To: 2017-10-13 16:00

Venue

Tsinghua University, Beijing, China

More Information:

Official Website

Flyer.ESoA-Course.Tsinghua(China).2017.CompressiveSensing.pdf