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A Moving Target Defense Mechanism Based on Spatial Unpredictability for Wireless Communication
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.ORCID iD: 0000-0001-5983-0875
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0001-9612-8903
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Information Science and Engineering.ORCID iD: 0000-0001-9307-484X
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0001-9940-5929
2024 (English)In: 2024 European Control Conference, ECC 2024, Institute of Electrical and Electronics Engineers (IEEE) , 2024, p. 2206-2211Conference paper, Published paper (Refereed)
Abstract [en]

In this paper we propose an unpredictability-based jamming defense framework based on the principles of Moving Target Defense for a wireless communication problem. Taking advantage of the complex nature of large-scale cyber-physical systems, we consider a platform consisting of a single receiving component but multiple potential transmitting components, each equipped with a multi-antenna phased array. We formulate an optimization problem over the probability simplex that characterizes a randomized receiving angle which seeks to balance between the estimated performance of the transmission and an entropy-based unpredictability measure. Furthermore, we explore the effect of an intelligent adversary that has knowledge of the derived probabilities and optimally places a single-antenna jamming device to disrupt the communication links. Finally, simulation results showcase the efficacy of the proposed algorithm.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE) , 2024. p. 2206-2211
National Category
Communication Systems Robotics and automation
Identifiers
URN: urn:nbn:se:kth:diva-351945DOI: 10.23919/ECC64448.2024.10590962ISI: 001290216502010Scopus ID: 2-s2.0-85200589999OAI: oai:DiVA.org:kth-351945DiVA, id: diva2:1890161
Conference
2024 European Control Conference, ECC 2024, Stockholm, Sweden, Jun 25 2024 - Jun 28 2024
Note

Part of ISBN 9783907144107

QC 20240828

Available from: 2024-08-19 Created: 2024-08-19 Last updated: 2025-04-28Bibliographically approved

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Kanellopoulos, ArisMavridis, Christos N.Thobaben, RagnarJohansson, Karl H.

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CiteExportLink to record
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  • apa
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