Enhancing Sensing-Assisted Communications in Cluttered Indoor Environments Through Background Subtraction
Paper i proceeding, 2024

Integrated sensing and communications (ISAC) is poised to be a native technology for the forthcoming Sixth Generation (6G) era, with an emphasis on its potential to enhance communications performance through the integration of sensing information, i.e., sensing-assisted communications (SAC). Nevertheless, existing research on SAC has predominantly confined its focus to scenarios characterized by minimal clutter and obstructions, largely neglecting indoor environments, particularly those in industrial settings, where propagation channels involve high clutter density. To address this research gap, background subtraction is proposed on the monostatic sensing echoes, which effectively addresses clutter removal and facilitates detection and tracking of user equipments (UEs) in cluttered indoor environments with SAC. A realistic evaluation of the introduced SAC strategy is provided, using ray tracing (RT) data with the scenario layout following Third Generation Partnership Project (3GPP) indoor factory (InF) channel models. Simulation results show that the proposed approach enables precise predictive beamforming largely unaffected by clutter echoes, leading to significant improvements in effective data rate over the existing SAC benchmarks and exhibiting performance very close to the ideal case where perfect knowledge of UE location is available.

sensing-assisted communications

6G

Indoor factory

background subtraction

ISAC

Författare

Andrea Ramos

Instituto de Telecomunicaciones y Aplicaciones Multimedia

Musa Furkan Keskin

Chalmers, Elektroteknik, Kommunikation, Antenner och Optiska Nätverk

Henk Wymeersch

Chalmers, Elektroteknik, Kommunikation, Antenner och Optiska Nätverk

Saúl Inca

Instituto de Telecomunicaciones y Aplicaciones Multimedia

Jose F. Monserrat

Instituto de Telecomunicaciones y Aplicaciones Multimedia

IEEE Wireless Communications and Networking Conference, WCNC

15253511 (ISSN)


9798350303582 (ISBN)

25th IEEE Wireless Communications and Networking Conference, WCNC 2024
Dubai, United Arab Emirates,

A holistic flagship towards the 6G network platform and system, to inspire digital transformation, for the world to act together in meeting needs in society and ecosystems with novel 6G services

Europeiska kommissionen (EU) (101095759-Hexa-X-II), 2022-12-01 -- 2025-06-30.

Hårdvarumedveten integrerad lokalisering och avkänning för kommunikationssystem

Vetenskapsrådet (VR) (2022-03007), 2023-01-01 -- 2026-12-31.

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Kommunikationssystem

Signalbehandling

Datavetenskap (datalogi)

DOI

10.1109/WCNC57260.2024.10571242

Mer information

Senast uppdaterat

2024-08-07