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Direct Link Interference Suppression for Bistatic Backscatter Communication in Distributed MIMO
Linköping University, Department of Electrical Engineering, Communication Systems. Linköping University, Faculty of Science & Engineering.
Ericsson Res, Sweden.
Linköping University, Department of Electrical Engineering, Communication Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-7599-4367
2024 (English)In: IEEE Transactions on Wireless Communications, ISSN 1536-1276, E-ISSN 1558-2248, Vol. 23, no 2, p. 1024-1036Article in journal (Refereed) Published
Abstract [en]

Backscatter communication (BC) is a promising technique for future Internet-of-Things (IoT) owing to its low complexity, low cost, and potential for energy-efficient operation in sensor networks. There are several network infrastructure setups that can be used for BC with IoT nodes. One of them is the bistatic setup where typically there is a need for high dynamic range and high-resolution analog-to-digital converters at the reader. In this paper, we investigate a bistatic BC setup with multiple antennas. We propose a novel transmission scheme, which includes a protocol for channel estimation at the carrier emitter (CE) as well as a transmit beamformer construction that suppresses the direct link interference between the two ends of a bistatic link (namely CE and reader), and increases the detection performance of the backscatter device (BD) symbol. Further, we derive a generalized log-likelihood ratio test (GLRT) to detect the symbol/presence of the BD. We also provide an iterative algorithm to estimate the unknown parameters in the GLRT. Finally, simulation results show that the required dynamic range of the system is significantly decreased, and the detection performance of the BD symbol is increased, by the proposed algorithm compared to a system not using beamforming at the CE.

Place, publisher, year, edition, pages
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC , 2024. Vol. 23, no 2, p. 1024-1036
Keywords [en]
Bistatic backscatter communication; dynamic range; interference suppression; Internet of Things (IoT); multiple-input multiple-output (MIMO)
National Category
Communication Systems
Identifiers
URN: urn:nbn:se:liu:diva-202537DOI: 10.1109/TWC.2023.3285250ISI: 001177342200013OAI: oai:DiVA.org:liu-202537DiVA, id: diva2:1851979
Note

Funding Agencies|REINDEER Project of the European Union's Horizon 2020 Research and Innovation Program

Available from: 2024-04-16 Created: 2024-04-16 Last updated: 2026-08-19
In thesis
1. Signal Processing for Backscatter Communications in Distributed MIMO
Open this publication in new window or tab >>Signal Processing for Backscatter Communications in Distributed MIMO
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
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.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2026. p. 43
Series
Linköping Studies in Science and Technology. Dissertations, ISSN 0345-7524 ; 2539
National Category
Communication Systems
Identifiers
urn:nbn:se:liu:diva-226804 (URN)10.3384/9789181186437 (DOI)9789181186420 (ISBN)9789181186437 (ISBN)
Public defence
2026-09-18, Ada Lovelace, B-huset, Campus Valla, Linköping, 09:00 (English)
Opponent
Supervisors
Available from: 2026-08-19 Created: 2026-08-19 Last updated: 2026-08-31Bibliographically approved

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