Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs

In this paper, we propose a trust-based vehicular platoon crowdsensing scheme, named TripSense, in VANET. The proposed TripSense scheme introduces a trust-based system to evaluate vehicles’ sensing abilities and then selects the more capable vehicles in order to improve sensing results accuracy. In...

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Main Authors: Hu, Hao, Lu, Rongxing, Huang, Cheng, Zhang, Zonghua
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/80447
http://hdl.handle.net/10220/46539
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-804472022-02-16T16:30:49Z Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs Hu, Hao Lu, Rongxing Huang, Cheng Zhang, Zonghua School of Electrical and Electronic Engineering Trust Privacy DRNTU::Engineering::Electrical and electronic engineering In this paper, we propose a trust-based vehicular platoon crowdsensing scheme, named TripSense, in VANET. The proposed TripSense scheme introduces a trust-based system to evaluate vehicles’ sensing abilities and then selects the more capable vehicles in order to improve sensing results accuracy. In addition, the sensing tasks are accomplished by platoon member vehicles and preprocessed by platoon head vehicles before the data are uploaded to server. Hence, it is less time-consuming and more efficient compared with the way where the data are submitted by individual platoon member vehicles. Hence it is more suitable in ephemeral networks like VANET. Moreover, our proposed TripSense scheme integrates unlinkable pseudo-ID techniques to achieve PM vehicle identity privacy, and employs a privacy-preserving sensing vehicle selection scheme without involving the PM vehicle’s trust score to keep its location privacy. Detailed security analysis shows that our proposed TripSense scheme not only achieves desirable privacy requirements but also resists against attacks launched by adversaries. In addition, extensive simulations are conducted to show the correctness and effectiveness of our proposed scheme. Published version 2018-11-02T06:50:55Z 2019-12-06T13:49:39Z 2018-11-02T06:50:55Z 2019-12-06T13:49:39Z 2016 Journal Article Hu, H., Lu, R., Huang, C., & Zhang, Z. (2016). TripSense: A Trust-Based Vehicular Platoon Crowdsensing Scheme with Privacy Preservation in VANETs. Sensors, 16(6), 803-. doi:10.3390/s16060803 1424-8220 https://hdl.handle.net/10356/80447 http://hdl.handle.net/10220/46539 10.3390/s16060803 27258287 en Sensors © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). 17 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Trust
Privacy
DRNTU::Engineering::Electrical and electronic engineering
spellingShingle Trust
Privacy
DRNTU::Engineering::Electrical and electronic engineering
Hu, Hao
Lu, Rongxing
Huang, Cheng
Zhang, Zonghua
Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs
description In this paper, we propose a trust-based vehicular platoon crowdsensing scheme, named TripSense, in VANET. The proposed TripSense scheme introduces a trust-based system to evaluate vehicles’ sensing abilities and then selects the more capable vehicles in order to improve sensing results accuracy. In addition, the sensing tasks are accomplished by platoon member vehicles and preprocessed by platoon head vehicles before the data are uploaded to server. Hence, it is less time-consuming and more efficient compared with the way where the data are submitted by individual platoon member vehicles. Hence it is more suitable in ephemeral networks like VANET. Moreover, our proposed TripSense scheme integrates unlinkable pseudo-ID techniques to achieve PM vehicle identity privacy, and employs a privacy-preserving sensing vehicle selection scheme without involving the PM vehicle’s trust score to keep its location privacy. Detailed security analysis shows that our proposed TripSense scheme not only achieves desirable privacy requirements but also resists against attacks launched by adversaries. In addition, extensive simulations are conducted to show the correctness and effectiveness of our proposed scheme.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Hu, Hao
Lu, Rongxing
Huang, Cheng
Zhang, Zonghua
format Article
author Hu, Hao
Lu, Rongxing
Huang, Cheng
Zhang, Zonghua
author_sort Hu, Hao
title Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs
title_short Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs
title_full Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs
title_fullStr Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs
title_full_unstemmed Tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in VANETs
title_sort tripsense : a trust-based vehicular platoon crowdsensing scheme with privacy preservation in vanets
publishDate 2018
url https://hdl.handle.net/10356/80447
http://hdl.handle.net/10220/46539
_version_ 1725985679636168704