Skip to main content
Erschienen in: Electronic Commerce Research 3/2014

01.11.2014

IoT sensing framework with inter-cloud computing capability in vehicular networking

verfasst von: Jiafu Wan, Caifeng Zou, Keliang Zhou, Rongshuang Lu, Di Li

Erschienen in: Electronic Commerce Research | Ausgabe 3/2014

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In order to improve convenience, efficiency, and safety in vehicular networking applications (VNA), we propose a novel business model based on platform production services (PPS), design an inter-cloud architecture, and then apply this emerging scheme to vehicle maintenance services (VMS). Both internet of things (IoT) sensing framework and inter-cloud computing architecture are the crucial factors in implementing PPS business model. In the proposed scheme, implementation concept, system architecture, and scalable applications are introduced. Then we design IoT sensing framework for VNA, including cloud services and computation level scalability, inter-cloud architecture supporting telematics applications, and telematics application scenarios. After dissecting mobile cloud computing forming mechanism, we carry out the semantic modeling analysis for inter-cloud service model, and then design a VMS event processing flow to allow the management and cooperation among diverse components by means of event manager. The performance evaluation exemplified by VMS is implemented by means of probabilistic methods. The results show that convenience and efficiency increase in VNA as compared to existing schemes.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Almutairi, A., Sarfraz, M., Basalamah, S., Aref, W., & Ghafoor, A. (2012). A distributed access control architecture for cloud computing. IEEE Software, 29, 36–44.CrossRef Almutairi, A., Sarfraz, M., Basalamah, S., Aref, W., & Ghafoor, A. (2012). A distributed access control architecture for cloud computing. IEEE Software, 29, 36–44.CrossRef
3.
Zurück zum Zitat Atzoria, L., Ierab, A., & Morabitoc, G. (2010). The internet of things: A survey. Computer Networks, 54, 2787–2805.CrossRef Atzoria, L., Ierab, A., & Morabitoc, G. (2010). The internet of things: A survey. Computer Networks, 54, 2787–2805.CrossRef
5.
Zurück zum Zitat Chen, M., Gonzalez, S., Zhang, Y., & Leung, V. (2009). Multi-agent Itinerary planning in wireless sensor networks. In ICST QShine,Spain, November 23–25, 2009. Chen, M., Gonzalez, S., Zhang, Y., & Leung, V. (2009). Multi-agent Itinerary planning in wireless sensor networks. In ICST QShine,Spain, November 23–25, 2009.
6.
Zurück zum Zitat Chen, M., Leung, V., Mao, S., Kwon, T., & Li, M. (2009). Energy-efficient Itinerary planning for mobile agents in wireless sensor networks. In Proceedings of IEEE International Conference on Communications (ICC’09), Dresden, Germany, June 14–18, 2009. Chen, M., Leung, V., Mao, S., Kwon, T., & Li, M. (2009). Energy-efficient Itinerary planning for mobile agents in wireless sensor networks. In Proceedings of IEEE International Conference on Communications (ICC’09), Dresden, Germany, June 14–18, 2009.
7.
Zurück zum Zitat Chen, M., Wan, J., & Li, F. (2011). Machine-to-machine communications: architectures, standards, and applications. KSII Transactions on Internet and Information Systems, 6, 480–497. Chen, M., Wan, J., & Li, F. (2011). Machine-to-machine communications: architectures, standards, and applications. KSII Transactions on Internet and Information Systems, 6, 480–497.
9.
Zurück zum Zitat Chin-Feng, L., Yueh-Min, H., & Han-Chieh, C. (2010). DLNA-based multimedia sharing system for OSGI framework with extension to P2P network. IEEE Systems Journal, 4(2), 262–270. Chin-Feng, L., Yueh-Min, H., & Han-Chieh, C. (2010). DLNA-based multimedia sharing system for OSGI framework with extension to P2P network. IEEE Systems Journal, 4(2), 262–270.
10.
Zurück zum Zitat Corcoran, P. M. (2012). Cloud computing and consumer electronics: A perfect match or a hidden storm? IEEE Consumer Electronics Magazine, 1, 14–19.CrossRef Corcoran, P. M. (2012). Cloud computing and consumer electronics: A perfect match or a hidden storm? IEEE Consumer Electronics Magazine, 1, 14–19.CrossRef
11.
Zurück zum Zitat Edwards, W. K. (1999). Foreword By-Joy, B., Foreword By-Murphy, B. Core Jini. Upper Saddle River, NJ, USA: Prentice Hall. Edwards, W. K. (1999). Foreword By-Joy, B., Foreword By-Murphy, B. Core Jini. Upper Saddle River, NJ, USA: Prentice Hall.
12.
Zurück zum Zitat Filipponi, L., Vitaletti, A., Landi, G., Memeo, V., Laura, G., & Pucci, P. (2010). Smart city: An event driven architecture for monitoring public spaces with heterogeneous sensors. In Proceedings of 2010 Fourth International Conference on Sensor Technologies and Applications, Venice, Italy (pp. 281–286). Filipponi, L., Vitaletti, A., Landi, G., Memeo, V., Laura, G., & Pucci, P. (2010). Smart city: An event driven architecture for monitoring public spaces with heterogeneous sensors. In Proceedings of 2010 Fourth International Conference on Sensor Technologies and Applications, Venice, Italy (pp. 281–286).
13.
Zurück zum Zitat Fitch, G. M., Kiefer, R. J., Hankey, J. M., & Kleiner, B. M. (2007). Toward developing an approach for alerting drivers to the direction of a crash threat. Human Factors, 49, 710–720.CrossRef Fitch, G. M., Kiefer, R. J., Hankey, J. M., & Kleiner, B. M. (2007). Toward developing an approach for alerting drivers to the direction of a crash threat. Human Factors, 49, 710–720.CrossRef
14.
Zurück zum Zitat Ge, X., Huang, K., Wang, C.-X., Hong, X., & Yang, X. (2011). Capacity analysis of a multi-cell multi-antenna cooperative cellular network with co-channel interference. IEEE Transactions on Wireless Communications, 10, 3298–3309.CrossRef Ge, X., Huang, K., Wang, C.-X., Hong, X., & Yang, X. (2011). Capacity analysis of a multi-cell multi-antenna cooperative cellular network with co-channel interference. IEEE Transactions on Wireless Communications, 10, 3298–3309.CrossRef
15.
Zurück zum Zitat Ge, Y., Lamont, L., & Villasenor, L. (2005). Hierarchical OLSR-A scalable proactive routing protocol for heterogeneous Ad Hoc networks. In Proceedings of IEEE WiMob’05, Aug (pp. 17–23). Ge, Y., Lamont, L., & Villasenor, L. (2005). Hierarchical OLSR-A scalable proactive routing protocol for heterogeneous Ad Hoc networks. In Proceedings of IEEE WiMob’05, Aug (pp. 17–23).
16.
Zurück zum Zitat Gurumurthi, S. (2009). Architecting storage for the cloud computing era. IEEE Micro, 29, 68–71.CrossRef Gurumurthi, S. (2009). Architecting storage for the cloud computing era. IEEE Micro, 29, 68–71.CrossRef
17.
Zurück zum Zitat Humar, I., Ge, X., Xiang, L., Jo, M., & Chen, M. (2011). Rethinking energy-efficiency models of cellular networks with embodied energy. IEEE Network Magazine, 25, 40–49.CrossRef Humar, I., Ge, X., Xiang, L., Jo, M., & Chen, M. (2011). Rethinking energy-efficiency models of cellular networks with embodied energy. IEEE Network Magazine, 25, 40–49.CrossRef
18.
Zurück zum Zitat Isaac, J. T., Zeadally, S., & Sierra, J. C. (2010). Implementation and performance evaluation of a payment protocol for vehicular ad hoc networks. Electronic Commerce Research, 10(2), 209–233. Isaac, J. T., Zeadally, S., & Sierra, J. C. (2010). Implementation and performance evaluation of a payment protocol for vehicular ad hoc networks. Electronic Commerce Research, 10(2), 209–233.
19.
Zurück zum Zitat Isaac, J. T., Zeadally, S., & Sierra, J. C. (2012). A lightweight secure mobile payment protocol for vehicular ad-hoc networks (VANETs). Electronic Commerce Research, 12(1), 97–123. Isaac, J. T., Zeadally, S., & Sierra, J. C. (2012). A lightweight secure mobile payment protocol for vehicular ad-hoc networks (VANETs). Electronic Commerce Research, 12(1), 97–123.
20.
Zurück zum Zitat Jiang, W., Xiong, G., Ding, X., Chang, Z., & Sang, N. (2010). Confidentiality-aware message scheduling for security-critical wireless networks. Journal of Systems Engineering and Electronics, 21, 154–160. Jiang, W., Xiong, G., Ding, X., Chang, Z., & Sang, N. (2010). Confidentiality-aware message scheduling for security-critical wireless networks. Journal of Systems Engineering and Electronics, 21, 154–160.
21.
Zurück zum Zitat Jiang, W., Zhan, J., Chang, Z., & Sang, N. (2011). Energy-efficient and reliable wireless message scheduling for mission-critical cyber physical systems. Control Engineering and Applied Informatics, 13, 95–100. Jiang, W., Zhan, J., Chang, Z., & Sang, N. (2011). Energy-efficient and reliable wireless message scheduling for mission-critical cyber physical systems. Control Engineering and Applied Informatics, 13, 95–100.
22.
Zurück zum Zitat Karagiannis, G., Altintas, O., Ekici, E., Heijenk, G., Jarupan, B., Lin, K., et al. (2011). Vehicular networking: A survey and tutorial on requirements, architectures, challenges, standards and solutions. IEEE Communications Surveys and Tutorials, 13, 584–616.CrossRef Karagiannis, G., Altintas, O., Ekici, E., Heijenk, G., Jarupan, B., Lin, K., et al. (2011). Vehicular networking: A survey and tutorial on requirements, architectures, challenges, standards and solutions. IEEE Communications Surveys and Tutorials, 13, 584–616.CrossRef
23.
Zurück zum Zitat Kato, S., Sugawa, S., Tokuda, K., Matsui, T., & Fujii, H. (2002). Vehicle control algorithms for cooperative driving with automated vehicles and inter vehicle communications. IEEE Transactions on Intelligent Transportation Systems, 3, 155–161.CrossRef Kato, S., Sugawa, S., Tokuda, K., Matsui, T., & Fujii, H. (2002). Vehicle control algorithms for cooperative driving with automated vehicles and inter vehicle communications. IEEE Transactions on Intelligent Transportation Systems, 3, 155–161.CrossRef
24.
Zurück zum Zitat Petrova, K., & Wang, B. (2011). Location-based services deployment and demand: A roadmap model. Electronic Commerce Research, 11(1), 5–29. Petrova, K., & Wang, B. (2011). Location-based services deployment and demand: A roadmap model. Electronic Commerce Research, 11(1), 5–29.
25.
Zurück zum Zitat Lee, C., Nordstedt, D., & Helal, S. (2003). Enabling smart spaces with OSGi. IEEE Pervasive Computing, 2, 89–94. Lee, C., Nordstedt, D., & Helal, S. (2003). Enabling smart spaces with OSGi. IEEE Pervasive Computing, 2, 89–94.
26.
Zurück zum Zitat Lee, U., et al. (2006). MobEyes: Smart mobs for urban monitoring with vehicular sensor networks. IEEE Wireless Communications, 13, 51–57. Lee, U., et al. (2006). MobEyes: Smart mobs for urban monitoring with vehicular sensor networks. IEEE Wireless Communications, 13, 51–57.
27.
Zurück zum Zitat Li, X., Yu, X., Wagh, A., & Qiao, C. (2011). Human factors-aware service scheduling in vehicular cyber-physical systems. In Proceedings of 2011 IEEE INFOCOM, Shanghai, China, April 2011 (pp. 2174–2182). Li, X., Yu, X., Wagh, A., & Qiao, C. (2011). Human factors-aware service scheduling in vehicular cyber-physical systems. In Proceedings of 2011 IEEE INFOCOM, Shanghai, China, April 2011 (pp. 2174–2182).
28.
Zurück zum Zitat Li, Z., Chen, C., & Wang, K. (2011). Cloud computing for agent-based urban transportation systems. IEEE Intelligent Transportation Systems, 26, 73–79. Li, Z., Chen, C., & Wang, K. (2011). Cloud computing for agent-based urban transportation systems. IEEE Intelligent Transportation Systems, 26, 73–79.
29.
Zurück zum Zitat Mahajan, A., Potnis, N., Gopalan, K., & Wang, A. (2006). Urban mobility models for VANETS . In IEEE Workshop on Next Generation Wireless Networks (WoNGeN), Bangalore, India, December 2006. Mahajan, A., Potnis, N., Gopalan, K., & Wang, A. (2006). Urban mobility models for VANETS . In IEEE Workshop on Next Generation Wireless Networks (WoNGeN), Bangalore, India, December 2006.
30.
Zurück zum Zitat Michelson, B. M. (2006). Event-driven architecture overview: Event-driven SOA is just part of the EDA story. Technical report. Boston, USA: Patricia Seybold Group. Michelson, B. M. (2006). Event-driven architecture overview: Event-driven SOA is just part of the EDA story. Technical report. Boston, USA: Patricia Seybold Group.
31.
Zurück zum Zitat Olariu, S., & Weigle, M. C. (2009). Vehicular networks: From theory to practice. London: Chapman & Hall/CRC.CrossRef Olariu, S., & Weigle, M. C. (2009). Vehicular networks: From theory to practice. London: Chapman & Hall/CRC.CrossRef
32.
Zurück zum Zitat Pallis, G. (2010). Cloud computing: The new frontier of internet computing. IEEE Internet Computing, 14, 70–73.CrossRef Pallis, G. (2010). Cloud computing: The new frontier of internet computing. IEEE Internet Computing, 14, 70–73.CrossRef
33.
Zurück zum Zitat SAE International Surface Vehicle Standard, Draft SAE J2735 dedicated short range communications (DSRC) message set dictionary, unapproved draft rev 24,400 commonwealth driver, Warrendale, PA, May 16, 2008. SAE International Surface Vehicle Standard, Draft SAE J2735 dedicated short range communications (DSRC) message set dictionary, unapproved draft rev 24,400 commonwealth driver, Warrendale, PA, May 16, 2008.
34.
Zurück zum Zitat Sheth, A., & Ranabahu, A. (2010). Semantic modeling for cloud computing. IEEE Internet Computing, 14, 81–83.CrossRef Sheth, A., & Ranabahu, A. (2010). Semantic modeling for cloud computing. IEEE Internet Computing, 14, 81–83.CrossRef
35.
Zurück zum Zitat Shi, J., Wan, J., Yan, H., & Suo, H. (2011). A survey of cyber-physical systems. In Proceedings of the International Conference on Wireless Communications and Signal Processing, Nanjing, China, November 2011 (pp. 1–6). Shi, J., Wan, J., Yan, H., & Suo, H. (2011). A survey of cyber-physical systems. In Proceedings of the International Conference on Wireless Communications and Signal Processing, Nanjing, China, November 2011 (pp. 1–6).
36.
Zurück zum Zitat Song, H., Kim, D., Lee, K., & Sung, J. (2005). UPnP-based sensor network management architecture. In Proceedings of International Conference on Mobile Computing and Ubiquitous Networking, Osaka, Japan, 13–15 April. Song, H., Kim, D., Lee, K., & Sung, J. (2005). UPnP-based sensor network management architecture. In Proceedings of International Conference on Mobile Computing and Ubiquitous Networking, Osaka, Japan, 13–15 April.
37.
Zurück zum Zitat Suo, H., Wan, J., Huang, L., & Zou, C. (2012). Issues and challenges of wireless sensor networks localization in emerging applications. In Proceedings of 2012 International Conference on Computer Science and Electronic Engineering, Hangzhou, China, March 2012 (pp. 447–451). Suo, H., Wan, J., Huang, L., & Zou, C. (2012). Issues and challenges of wireless sensor networks localization in emerging applications. In Proceedings of 2012 International Conference on Computer Science and Electronic Engineering, Hangzhou, China, March 2012 (pp. 447–451).
38.
Zurück zum Zitat Takabi, H., Joshi, J. B. D., & Ahn, G. (2010). Security and privacy challenges in cloud computing environments. IEEE Security & Privacy, 8, 24–31.CrossRef Takabi, H., Joshi, J. B. D., & Ahn, G. (2010). Security and privacy challenges in cloud computing environments. IEEE Security & Privacy, 8, 24–31.CrossRef
39.
Zurück zum Zitat Tan, Z. (2012). An efficient identity-based tripartite authenticated key agreement protocol. Electronic Commerce Research., 12(4), 505–518.CrossRef Tan, Z. (2012). An efficient identity-based tripartite authenticated key agreement protocol. Electronic Commerce Research., 12(4), 505–518.CrossRef
40.
Zurück zum Zitat Theodora, Z., Vaggelis, S., Angelos, M., & Maro, V. (2012). Modeling users’ acceptance of mobile services. Electronic Commerce Research, 12(2), 225–248.CrossRef Theodora, Z., Vaggelis, S., Angelos, M., & Maro, V. (2012). Modeling users’ acceptance of mobile services. Electronic Commerce Research, 12(2), 225–248.CrossRef
41.
Zurück zum Zitat Wan, J., Yan, H., Suo, H., & Li, F. (2011). Advances in cyber-physical systems research. KSII Transactions on Internet and Information Systems, 5, 1891–1908.CrossRef Wan, J., Yan, H., Suo, H., & Li, F. (2011). Advances in cyber-physical systems research. KSII Transactions on Internet and Information Systems, 5, 1891–1908.CrossRef
42.
Zurück zum Zitat Wan, J., Zhang, D., Sun, Y., Lin, K., Zou, C., & Cai, H. (2014). VCMIA: A novel architecture for integrating vehicular cyber-physical systems and mobile cloud computing. ACM/Springer Mobile Networks and Applications, 19(2), 153–160. Wan, J., Zhang, D., Sun, Y., Lin, K., Zou, C., & Cai, H. (2014). VCMIA: A novel architecture for integrating vehicular cyber-physical systems and mobile cloud computing. ACM/Springer Mobile Networks and Applications, 19(2), 153–160.
43.
Zurück zum Zitat Xia, F., & Ma, J. (2011). Building smart communities with cyber-physical systems. In Proceedings of ACM UBICOMP Symposium on Social and Community Intelligence, Beijing, China (pp. 1–5). Xia, F., & Ma, J. (2011). Building smart communities with cyber-physical systems. In Proceedings of ACM UBICOMP Symposium on Social and Community Intelligence, Beijing, China (pp. 1–5).
44.
Zurück zum Zitat Zhang, D., Wan, J., Liang, X., Guan, X., Liu, Q., & Ji, G. (2012). A taxonomy of agent technologies for ubiquitous computing environments. KSII Transactions on Internet and Information Systems, 6(2), 547–565. Zhang, D., Wan, J., Liang, X., Guan, X., Liu, Q., & Ji, G. (2012). A taxonomy of agent technologies for ubiquitous computing environments. KSII Transactions on Internet and Information Systems, 6(2), 547–565.
45.
Zurück zum Zitat Zhou, L., Wang, X., Tu, W., Mutean, G., & Geller, B. (2010). Distributed scheduling scheme for video streaming over multi-channel multi-radio multi-hop wireless networks. IEEE Journal on Selected Areas in Communications, 28(3), 409–419.CrossRef Zhou, L., Wang, X., Tu, W., Mutean, G., & Geller, B. (2010). Distributed scheduling scheme for video streaming over multi-channel multi-radio multi-hop wireless networks. IEEE Journal on Selected Areas in Communications, 28(3), 409–419.CrossRef
46.
Zurück zum Zitat Zou, C., Wan, J., Chen, M., & Li, D. (2012). Simulation modeling of cyber-physical systems exemplified by unmanned vehicles with WSNs navigation. In Proceedings of the 7th International Conference on Embedded and Multimedia Computing Technology and Service, Gwangju, Korea, September 2012 (pp. 269–275). Zou, C., Wan, J., Chen, M., & Li, D. (2012). Simulation modeling of cyber-physical systems exemplified by unmanned vehicles with WSNs navigation. In Proceedings of the 7th International Conference on Embedded and Multimedia Computing Technology and Service, Gwangju, Korea, September 2012 (pp. 269–275).
Metadaten
Titel
IoT sensing framework with inter-cloud computing capability in vehicular networking
verfasst von
Jiafu Wan
Caifeng Zou
Keliang Zhou
Rongshuang Lu
Di Li
Publikationsdatum
01.11.2014
Verlag
Springer US
Erschienen in
Electronic Commerce Research / Ausgabe 3/2014
Print ISSN: 1389-5753
Elektronische ISSN: 1572-9362
DOI
https://doi.org/10.1007/s10660-014-9147-2

Weitere Artikel der Ausgabe 3/2014

Electronic Commerce Research 3/2014 Zur Ausgabe