liu.seSök publikationer i DiVA
Driftstörningar
Det förekommer återkommande driftstörningar på några av sök-portalerna på grund av hög belastning. Vi arbetar på att lösa problemet, ni kan tillfälligt mötas av ett felmeddelande.
Ändra sökning
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Joint Access Point Selection and Beamforming Design for Bistatic Backscatter Communication
Linköpings universitet, Institutionen för systemteknik, Kommunikationssystem. Linköpings universitet, Tekniska fakulteten.
Linköpings universitet, Institutionen för systemteknik, Kommunikationssystem. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0001-8858-9646
Linköpings universitet, Institutionen för systemteknik, Kommunikationssystem. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0002-7599-4367
2026 (Engelska)Ingår i: IEEE Transactions on Wireless Communications, ISSN 1536-1276, E-ISSN 1558-2248, Vol. 25, s. 10935-10952Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Future Internet-of-Things networks are envisioned to use small and cheap sensor nodes with extremely low power consumption to avoid the extensive use of batteries. To provide connectivity to a massive number of these nodes, backscatter communication (BC) is emerging as an energy- and cost-efficient technology exploiting the reflection of radio frequency signals. However, challenges such as round-trip path loss and direct link interference (DLI) between the carrier emitter and the reader limit its performance. To tackle these limitations, this paper proposes a joint access point role selection and a novel beamforming technique for bistatic BC in a distributed multiple-input multiple-output setup. The proposed approach boosts the received backscattered energy while effectively mitigating DLI, thereby reducing the error probability. We also propose a channel estimation method tailored to operate under DLI conditions and propose a mismatch detector using estimated channel coefficients. Furthermore, we derive a closed-form expression for the probability of error for the detectors and model the quantization noise caused by DLI. Finally, comprehensive simulation results show that the proposed method with 1-bit analog-to-digital converters (ADCs) effectively mitigates DLI, reduces the quantization noise, and enhances backscattered signal energy, achieving performance comparable to the benchmark scenario with 8-bit ADCs.

Ort, förlag, år, upplaga, sidor
IEEE, 2026. Vol. 25, s. 10935-10952
Nyckelord [en]
Channel estimation; Array signal processing; Vectors; Quantization (signal); Backscatter; Antennas; Internet of Things; Interference cancellation; RF signals; Detectors; Access point selection; bistatic backscatter communication; beamforming; direct link interference
Nationell ämneskategori
Telekommunikation
Identifikatorer
URN: urn:nbn:se:liu:diva-221988DOI: 10.1109/TWC.2025.3644332ISI: 001692097200005Scopus ID: 2-s2.0-105025685631OAI: oai:DiVA.org:liu-221988DiVA, id: diva2:2047094
Anmärkning

Funding Agencies|REINDEER Project of the European Union [101013425]; Excellence Center at Linkoping-Lund in Information Technology (ELLIIT); Knut and Alice Wallenberg (KAW) Foundation

Tillgänglig från: 2026-03-19 Skapad: 2026-03-19 Senast uppdaterad: 2026-08-19
Ingår i avhandling
1. Signal Processing for Backscatter Communications in Distributed MIMO
Öppna denna publikation i ny flik eller fönster >>Signal Processing for Backscatter Communications in Distributed MIMO
2026 (Engelska)Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
Abstract [en]

Passive Internet-of-Things (IoT), a paradigm based on battery-free devices,is a promising technology for realizing large-scale and sustainable wireless connectivity. A key enabler of passive IoT is backscatter communication (BC),which allows devices to communicate without generating their own RF signals. Instead, passive devices convey information by modulating and reflecting incident RF signals. However, the practical deployment of BC systems is fundamentally limited by the severe double path-loss of the backscatter channel and strong direct link interference (DLI) from the carrier emitter(CE) to the reader. These effects lead to extremely weak backscattered signals and impose stringent requirements on receiver hardware, including high-resolution analog-to-digital converters.

This thesis addresses these challenges by leveraging distributed multipleinput multiple-output (MIMO) techniques together with advanced beamforming and detection methods. First, focusing on bistatic BC with two access points, we propose: (i) a novel transmission scheme with a channel estimation protocol; (ii) a transmit beamforming design that suppresses DLI between the CE and the reader; and (iii) a generalized log-likelihood ratio test based detector. The proposed framework significantly reduces the dynamic range requirements at the reader and improves detection performance compared to conventional schemes without interference cancellation.

Extending this setup, the thesis considers BC in distributed MIMO systems, where multiple access points can be flexibly assigned as CEs or readers. In this context, we develop: (i) a joint beamforming and access point role selection framework to illuminate backscatter device and cancel DLI; (ii) a channel estimation method tailored for operation under strong DLI; and (iii) a theoretical analysis including a closed-form expression for the probability of error and a model for quantization noise induced by DLI. The results show that efficient interference management enables reliable operation even with low-resolution analog-to-digital-converters.

Furthermore, we investigate the coexistence of BC with conventional user communications in distributed MIMO systems. Specifically, we propose: (i)a joint optimization framework that maximizes the user performance while satisfying backscatter constraints; and (ii) robust beamforming designs based on the S-procedure to account for imperfect channel knowledge.

In addition, we analyze a practical hardware impairment in distributed MIMO BC systems. In particular, we study: (i) the impact of reciprocity calibration errors on coherent beamforming gain and DLI suppression; and(ii) robust design strategies to mitigate performance degradation under calibration uncertainties.

The theoretical contributions are complemented by experimental validation using a large-scale distributed antenna system, demonstrating substantial gains in interference suppression and signal-to-interference ratio.

Finally, the thesis investigates broad-beam design for multiple antenna systems. In particular, we study the performance of dual-polarized phase-only beamforming for achieving efficient wide-area coverage under both line-ofsight and non-line-of-sight channel conditions. The results provide insights into the use of multiple antenna systems for functionalities such as initial access.

Overall, this thesis provides a comprehensive framework for the design and analysis of BC systems in next-generation wireless networks. By integrating advanced beamforming, detection, signal processing techniques, and AP role selection, it significantly enhances the reliability, scalability, and practical feasibility of passive IoT deployments.

Ort, förlag, år, upplaga, sidor
Linköping: Linköping University Electronic Press, 2026. s. 43
Serie
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2539
Nationell ämneskategori
Kommunikationssystem
Identifikatorer
urn:nbn:se:liu:diva-226804 (URN)10.3384/9789181186437 (DOI)9789181186420 (ISBN)9789181186437 (ISBN)
Disputation
2026-09-18, Ada Lovelace, B-huset, Campus Valla, Linköping, 09:00 (Engelska)
Opponent
Handledare
Tillgänglig från: 2026-08-19 Skapad: 2026-08-19 Senast uppdaterad: 2026-08-31Bibliografiskt granskad

Open Access i DiVA

fulltext(2994 kB)36 nedladdningar
Filinformation
Filnamn FULLTEXT01.pdfFilstorlek 2994 kBChecksumma SHA-512
04f6ac2180e51df07e204402497a7def39c0803db3bc95020f3f8eff3a87b061741c147b58a8b5a8a518eb522fb232debcd5ec8c711cfda1959deae326996cd4
Typ fulltextMimetyp application/pdf

Övriga länkar

Förlagets fulltextScopus

Sök vidare i DiVA

Av författaren/redaktören
Kaplan, AhmetMoya Osorio, DianaLarsson, Erik G
Av organisationen
KommunikationssystemTekniska fakulteten
I samma tidskrift
IEEE Transactions on Wireless Communications
Telekommunikation

Sök vidare utanför DiVA

GoogleGoogle Scholar
Antalet nedladdningar är summan av nedladdningar för alla fulltexter. Det kan inkludera t.ex tidigare versioner som nu inte längre är tillgängliga.

doi
urn-nbn

Altmetricpoäng

doi
urn-nbn
Totalt: 78 träffar
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf