In cell-free wireless networks, multiple connectiv- ity options and technologies are available to serve each user. Traditionally, such options are ranked and selected solely based on the network performance they yield; however, additional information such as electromagnetic field (EMF) exposure could be considered. In this work, we explore the trade-offs between network performance and EMF exposure in a typical indoor scenario, finding that it is possible to significantly reduce the latter with a minor impact on the former. We further find that surrogate models represent an efficient and effective tool to model the network behavior.

Performance and EMF Exposure Trade-offs in Human-centric Cell-free Networks / Malandrino, Francesco; Chiaramello, Emma; Parazzini, Marta; Chiasserini, Carla Fabiana. - STAMPA. - (2022). (Intervento presentato al convegno WiOpt 2022 Workshop on Sustainable Wireless Networking (SWirNet'22) tenutosi a Torino (Italy) nel 19-23 September 2022) [10.23919/WiOpt56218.2022.9930537].

Performance and EMF Exposure Trade-offs in Human-centric Cell-free Networks

Carla Fabiana Chiasserini
2022

Abstract

In cell-free wireless networks, multiple connectiv- ity options and technologies are available to serve each user. Traditionally, such options are ranked and selected solely based on the network performance they yield; however, additional information such as electromagnetic field (EMF) exposure could be considered. In this work, we explore the trade-offs between network performance and EMF exposure in a typical indoor scenario, finding that it is possible to significantly reduce the latter with a minor impact on the former. We further find that surrogate models represent an efficient and effective tool to model the network behavior.
2022
978-3-903176-49-2
File in questo prodotto:
File Dimensione Formato  
1570826328 paper.pdf

accesso aperto

Descrizione: Articolo principale
Tipologia: 2. Post-print / Author's Accepted Manuscript
Licenza: PUBBLICO - Tutti i diritti riservati
Dimensione 342.45 kB
Formato Adobe PDF
342.45 kB Adobe PDF Visualizza/Apri
Chiasserini-Performance.pdf

non disponibili

Tipologia: 2a Post-print versione editoriale / Version of Record
Licenza: Non Pubblico - Accesso privato/ristretto
Dimensione 344.43 kB
Formato Adobe PDF
344.43 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

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/11583/2969998