poster

Learning the relevance of parking information in VANETs

Authors:

Piotr Szczurek,

Bo Xu,

Ouri Wolfson,

Jie Lin,

Naphtali RisheAuthors Info & Claims

VANET '10: Proceedings of the seventh ACM international workshop on VehiculAr InterNETworking

Pages 81 - 82

https://doi.org/10.1145/1860058.1860074

Published: 24 September 2010 Publication History

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Abstract

The use of Vehicular Ad-Hoc Network (VANET) has been applied to many applications involving information dissemination. Many of such applications are limited by the communication limitations of a VANET, such as limited transmission range and bandwidth. This imposes a necessity for evaluating the relevance of information. This paper proposes the use of machine learning for finding relevance of information for a parking information dissemination system. The proposed method uses the learned relevance for aiding vehicles in decision making by finding the probability that a given parking location will be available at the time of arrival. The method was evaluated through simulations and the results show that the proposed method is successful at learning the relevance of parking reports, which resulted in lower parking discovery times for vehicles.

References

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Balzano MBalzano WSorrentino LStranieri S(2020)Smart Destination-Based Parking for the Optimization of Waiting TimeWeb, Artificial Intelligence and Network Applications10.1007/978-3-030-44038-1_94(1019-1027)Online publication date: 31-Mar-2020
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Learning the relevance of parking information in VANETs

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Information

Published In

VANET '10: Proceedings of the seventh ACM international workshop on VehiculAr InterNETworking

September 2010

106 pages

ISBN:9781450301459

DOI:10.1145/1860058

General Chairs:
Timo Kosch
BMW, Germany
,
Andre Weimerskirch
escrypt Inc., USA
,
Program Chairs:
Marc Torrent-Moreno
Barcelona Digital Centre Tecnològic, Spain
,
Marco Gruteser
Rutgers University, USA

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 September 2010

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MobiCom/MobiHoc '10

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SIGMOBILE

MobiCom/MobiHoc '10: The 16th Annual International Conference on Mobile Computing and Networking and The 11th ACM International Symposium on Mobile Ad Hoc Networking and Computing

September 24, 2010

Illinois, Chicago, USA

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Overall Acceptance Rate 26 of 64 submissions, 41%

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https://doi.org/10.1109/IEMCON51383.2020.9284836
Balzano MBalzano WSorrentino LStranieri S(2020)Smart Destination-Based Parking for the Optimization of Waiting TimeWeb, Artificial Intelligence and Network Applications10.1007/978-3-030-44038-1_94(1019-1027)Online publication date: 31-Mar-2020
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https://doi.org/10.3390/en11040911
(2018)A review of data management and protocols for vehicular networksInternational Journal of Web and Grid Services10.1504/IJWGS.2017.08338513:2(186-206)Online publication date: 21-Dec-2018
https://dl.acm.org/doi/10.1504/IJWGS.2017.083385
Schurmann DTimpner JWolf L(2017)Cooperative Charging in Residential AreasIEEE Transactions on Intelligent Transportation Systems10.1109/TITS.2016.259096018:4(834-846)Online publication date: 1-Apr-2017
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Lieser PRicherzhagen NFeuerbach TNobach LBohnstedt DSteinmetz R(2017)Take it or Leave it: Decentralized Resource Allocation in Mobile Networks2017 IEEE 42nd Conference on Local Computer Networks (LCN)10.1109/LCN.2017.46(409-417)Online publication date: Oct-2017
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Tasseron GMartens Kvan der Heijden R(2016)The Potential Impact of Vehicle-to-Vehicle Communication on On-Street Parking Under Heterogeneous ConditionsIEEE Intelligent Transportation Systems Magazine10.1109/MITS.2015.25067618:2(33-42)Online publication date: Oct-2017
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Autonomous Vehicles Empty Cruising Impact on Parking Dynamics

Delay Tolerant and Predictive Data Dissemination Protocol (DTP-DDP) for urban and highway vehicular ad hoc networks (VANETs)

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Recommendations

Autonomous Vehicles Empty Cruising Impact on Parking Dynamics

Delay Tolerant and Predictive Data Dissemination Protocol (DTP-DDP) for urban and highway vehicular ad hoc networks (VANETs)

Wireless Mobile-Based Shopping Mall Car Parking System (WMCPS)

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