Decoupling-Based Resilient Control of Vehicular Platoons Under Injection of False Wireless Data

Due to the use of inter-vehicle wireless communication, vehicular platooning can be prone to attacks with corrupted data, as in false data injection (FDI) attacks. It is crucial to develop platooning protocols promoting resilience to injected false data. In this work we show that resilience can be attained by making use of a system-theoretic property known as disturbance decoupling. We first show how disturbance decoupling is obtained in nominal platooning protocols without attacks: then, in the presence of FDI attacks, we propose compensation strategies that guarantee to recover the nominal performance of the platoon. The proposed compensation strategies can cope with platoons of heterogeneous vehicles and are designed towards string stability. Numerical experiments, also performed in a SUMO-Veins co-simulation environment with different platooning scenarios under FDI attacks, validate the effectiveness of the proposed protocols in handling cyber-attacks and platoon heterogeneity.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Intelligent Transportation Systems
Published
2024-10-03
DOI
https://doi.org/10.1109/tits.2024.3466232
Citations
11
Primary Topic
Vehicular Ad Hoc Networks (VANETs)
Type
article
Field-Weighted Citation Impact
2.30

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Decoupling-Based Resilient Control of Vehicular Platoons Under Injection of False Wireless Data

Simone Baldi, Chen Lv, Di Liu, Kang Yang et al.
11 citations
IEEE Transactions on Intelligent Transportation Systems
Vehicular Ad Hoc Networks (VANETs)
2.30
article

Decoupling-Based Resilient Control of Vehicular Platoons Under Injection of False Wireless Data

Simone Baldi, Chen Lv, Di Liu, Kang Yang, Wenwu Yu
article en
11 citations

Abstract

Due to the use of inter-vehicle wireless communication, vehicular platooning can be prone to attacks with corrupted data, as in false data injection (FDI) attacks. It is crucial to develop platooning protocols promoting resilience to injected false data. In this work we show that resilience can be attained by making use of a system-theoretic property known as disturbance decoupling. We first show how disturbance decoupling is obtained in nominal platooning protocols without attacks: then, in the presence of FDI attacks, we propose compensation strategies that guarantee to recover the nominal performance of the platoon. The proposed compensation strategies can cope with platoons of heterogeneous vehicles and are designed towards string stability. Numerical experiments, also performed in a SUMO-Veins co-simulation environment with different platooning scenarios under FDI attacks, validate the effectiveness of the proposed protocols in handling cyber-attacks and platoon heterogeneity.

IEEE Transactions on Intelligent Transportation SystemsVol. 25(12)
Nanyang Technological University (SG), Imperial College London (GB), Southeast University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 11%
Vehicular Ad Hoc Networks (VANETs)
2.30
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Decoupling-Based Resilient Control of Vehicular Platoons Under Injection of False Wireless Data — Simone Baldi, Chen Lv, et al. · IEEE Transactions on Intelligent Transportation Systems (2024) | TGRS Research Map | TGRS