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



