TY - GEN
T1 - Location-aware verification for autonomous truck platooning based on blockchain and zero-knowledge proof
AU - Li, Wanxin
AU - Meese, Collin
AU - Zhong, Zijia Gary
AU - Guo, Hao
AU - Nejad, Mark
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Platooning technologies enable trucks to drive cooperatively and automatically, which bring benefits including less fuel consumption, more road capacity and safety. In order to establish trust during dynamic platoon formation, ensure vehicular data integrity, and guard platoons against potential attackers, it is pivotal to verify any given vehicle's identity information before granting it access to join a platoon. To address this concern in dynamic truck platooning, we present a novel location-aware and privacy-preserving verification protocol based on zero-knowledge proof and permissioned blockchain. By performing the verification process within the spatially-local area defined by a given platoon, our system can provide lower latency and communication overhead compared to a location-agnostic blockchain system. We prototype the proposed system and perform benchmark tests on the Hyperledger platform. The experimental results show that our system is suitable for real-world truck platooning.
AB - Platooning technologies enable trucks to drive cooperatively and automatically, which bring benefits including less fuel consumption, more road capacity and safety. In order to establish trust during dynamic platoon formation, ensure vehicular data integrity, and guard platoons against potential attackers, it is pivotal to verify any given vehicle's identity information before granting it access to join a platoon. To address this concern in dynamic truck platooning, we present a novel location-aware and privacy-preserving verification protocol based on zero-knowledge proof and permissioned blockchain. By performing the verification process within the spatially-local area defined by a given platoon, our system can provide lower latency and communication overhead compared to a location-agnostic blockchain system. We prototype the proposed system and perform benchmark tests on the Hyperledger platform. The experimental results show that our system is suitable for real-world truck platooning.
KW - Autonomous truck
KW - Blockchain
KW - Data privacy
KW - Identity verification
KW - Location-aware
KW - Platoon
KW - Zero-knowledge proof
UR - http://www.scopus.com/inward/record.url?scp=85114484138&partnerID=8YFLogxK
U2 - 10.1109/ICBC51069.2021.9461116
DO - 10.1109/ICBC51069.2021.9461116
M3 - Conference Proceeding
AN - SCOPUS:85114484138
T3 - IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2021
BT - IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2021
Y2 - 3 May 2021 through 6 May 2021
ER -