This article provides a tutorial on over-the-air electromagnetic (EM) signal processing (ESP) for next-generation wireless networks, addressing the limitations of digital processing to enhance the efficiency and sustainability of future 6G systems. It explores the integration of electromagnetism and signal processing (SP) under a unified framework by highlighting how their convergence can drive innovations for 6G technologies. Key topics include EM wave-based processing, the application of metamaterials and advanced antennas to optimize EM field manipulation with a reduced number of radio-frequency (RF) chains, and their applications in holographic multiple-input multiple-output (MIMO) systems. By showcasing enabling technologies and use cases, the article illustrates how wave-based processing can minimize energy consumption, complexity, and latency, offering an effective framework for more sustainable and efficient wireless systems. This article aims to assist researchers and professionals in integrating advanced EM technologies with conventional SP methods.

Dardari, D., Torcolacci, G., Pasolini, G., Decarli, N. (2026). Over-the-Air Electromagnetic Signal Processing: From fundamentals to emerging paradigms. IEEE SIGNAL PROCESSING MAGAZINE, 43(1), 6-28 [10.1109/MSP.2025.3622001].

Over-the-Air Electromagnetic Signal Processing: From fundamentals to emerging paradigms

Dardari D.
Primo
Writing – Original Draft Preparation
;
Torcolacci G.
Validation
;
Pasolini G.;
2026

Abstract

This article provides a tutorial on over-the-air electromagnetic (EM) signal processing (ESP) for next-generation wireless networks, addressing the limitations of digital processing to enhance the efficiency and sustainability of future 6G systems. It explores the integration of electromagnetism and signal processing (SP) under a unified framework by highlighting how their convergence can drive innovations for 6G technologies. Key topics include EM wave-based processing, the application of metamaterials and advanced antennas to optimize EM field manipulation with a reduced number of radio-frequency (RF) chains, and their applications in holographic multiple-input multiple-output (MIMO) systems. By showcasing enabling technologies and use cases, the article illustrates how wave-based processing can minimize energy consumption, complexity, and latency, offering an effective framework for more sustainable and efficient wireless systems. This article aims to assist researchers and professionals in integrating advanced EM technologies with conventional SP methods.
2026
Dardari, D., Torcolacci, G., Pasolini, G., Decarli, N. (2026). Over-the-Air Electromagnetic Signal Processing: From fundamentals to emerging paradigms. IEEE SIGNAL PROCESSING MAGAZINE, 43(1), 6-28 [10.1109/MSP.2025.3622001].
Dardari, D.; Torcolacci, G.; Pasolini, G.; Decarli, N.
File in questo prodotto:
Eventuali allegati, non sono esposti

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/1063216
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? 0
  • OpenAlex ND
social impact