InCloud: a cloud-based middleware for vehicular infotainment systems

被引:14
|
作者
Saini, Mukesh [1 ]
Alam, Kazi Masudul [2 ]
Guo, Haolin [2 ]
Alelaiwi, Abdulhameed [3 ]
El Saddik, Abdulmotaleb [2 ]
机构
[1] New York Univ Abu Dhabi, Div Engn, Abu Dhabi 129188, U Arab Emirates
[2] Univ Ottawa, Multimedia Commun Res Lab, Ottawa, ON K1N 6N5, Canada
[3] King Saud Univ, SWE Dept, Coll Comp & Informat Sci, Riyadh, Saudi Arabia
关键词
Infotainment system; VANET; Middleware; Cloud; Service oriented architecture; INFORMATION DISSEMINATION; SAFETY;
D O I
10.1007/s11042-015-3158-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Smart vehicles form pervasive environment to enhance user experience through multimedia enabled infotainment systems. In order to realize effective infotainment system for vehicles, we need to have context-aware applications that use latest (live) information for enhanced user experience. Such latest information is abundantly available on the Internet due to explosive growth of Web 3.0, which can be accessed through wireless communication infrastructures such as VANETs and LTE. In this paper we propose a cloud-based middleware framework, InCloud, for vehicular infotainment application development. The proposed framework follows service oriented architecture in which data filtering and fusion functionalities are delegated to the cloud. Data filtering and fusion reduce the data flow over wireless link. Furthermore, because most of the processing is done on the cloud, the client becomes lightweight and loosely coupled with Internet resources and underlying platforms in vehicles. We also propose a class-based fusion method for combining information from multiple resources on the Internet. The efficacy of the proposed framework is validated by developing three infotainment applications for vehicles: context-aware music, news, and an enhanced Direction (eDirection) application.
引用
收藏
页码:11621 / 11649
页数:29
相关论文
共 50 条
  • [1] InCloud: a cloud-based middleware for vehicular infotainment systems
    Mukesh Saini
    Kazi Masudul Alam
    Haolin Guo
    Abdulhameed Alelaiwi
    Abdulmotaleb El Saddik
    [J]. Multimedia Tools and Applications, 2017, 76 : 11621 - 11649
  • [2] Software Defined Cloud-Based Vehicular Framework for Lowering the Barriers of Applications of Cloud-Based Vehicular Network
    Nkenyereye, Lionel
    Jang, Jong Wook
    [J]. ADVANCED MULTIMEDIA AND UBIQUITOUS ENGINEERING, MUE/FUTURETECH 2018, 2019, 518 : 389 - 395
  • [3] Multimedia Services in Cloud-Based Vehicular Networks
    Jiau, Ming-Kai
    Huang, Shih-Chia
    Hwang, Jenq-Neng
    Vasilakos, Athanasios V.
    [J]. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2015, 7 (03) : 62 - 79
  • [4] Infotainment Data Dissemination Mechanism Using RSU Cloud Based for Vehicular Networks
    Jaiboon, Vatin
    Thaenthong, Jirawat
    [J]. 2017 9TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2017,
  • [5] Demo: Cloud-Based Vehicular Data Analytics Platform
    Muramudalige, Shashika Ranga
    Bandara, H. M. N. Dilum
    [J]. MOBISYS'16: COMPANION COMPANION PUBLICATION OF THE 14TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS, APPLICATIONS, AND SERVICES, 2016, : 1 - 1
  • [6] Dynamic Tailoring and Cloud-based Deployment of Containerized Service Middleware
    Saez, Santiago Gomez
    Andrikopoulos, Vasilios
    Sanchez, Roberto Jimenez
    Leymann, Frank
    Wettinger, Johannes
    [J]. 2015 IEEE 8TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, 2015, : 349 - 356
  • [7] Design and Architecture of Cloud-based Mobile Phone Sensing Middleware
    Mori, Shunsuke
    Wang, Yu-Chih
    Umedu, Takaaki
    Hiromori, Akihito
    Yamaguchi, Hirozumi
    Higashino, Teruo
    [J]. 2012 IEEE SECOND SYMPOSIUM ON NETWORK CLOUD COMPUTING AND APPLICATIONS (NCCA 2012), 2012, : 102 - 109
  • [8] A Survey on Compressed Sensing in Vehicular Infotainment Systems
    Guo, Jie
    Song, Bin
    He, Ying
    Yu, Fei Richard
    Sookhak, Mehdi
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2017, 19 (04): : 2662 - 2680
  • [9] Towards a Load Balancing Middleware for Automotive Infotainment Systems
    Khaluf, Yara
    Rettberg, Achim
    [J]. ANALYSIS, ARCHITECTURES AND MODELLING OF EMBEDDED SYSTEMS, 2009, 310 : 238 - +
  • [10] CyberGIS-Cloud: A unified middleware framework for cloud-based geospatial research and education
    Baig, Furqan
    Michels, Alexander
    Ziao, Ximo
    Han, Su Yeon
    Padmanabhan, Anand
    Li, Zhiyu
    Wang, Shaowen
    [J]. PRACTICE AND EXPERIENCE IN ADVANCED RESEARCH COMPUTING 2022, 2022,