Skip to main content
Erschienen in: Wireless Networks 3/2015

01.04.2015

Adaptive message forwarding for avoiding broadcast storm and guaranteeing delay in active safe driving VANET

verfasst von: Ben-Jye Chang, Ying-Hsin Liang, Yao-De Huang

Erschienen in: Wireless Networks | Ausgabe 3/2015

Einloggen

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

search-config
loading …

Abstract

Active safe driving has been extensively studied to avoid vehicle accidents or traffic jam by using the inter-vehicle communications (IVC) in Vehicular Adhoc NETworks and Intelligent Transport Systems (ITSs). In IVC, the shared emergency message certainly brings several advantages: achieving active safe driving, avoiding vehicle accidents, avoiding blind-driving in traffic jam, balancing vehicle traffic loads, etc. However, the shared (emergency) message always forwarded through broadcasting that suffers from broadcast storm and flooding of messages, and then yields a long forwarding delay and degrades the synchronization interval of the application of adaptive cruise control. Thus, to guarantee real-time forwarding of emergency messages (EMs) needs to be addressed for successfully achieving an efficient active safe driving in ITS. This paper thus proposes the Adaptive Forwarding message and Cooperative Safe driving (namely AFCS) for achieving active safe driving mechanism. AFCS avoids flooding the broadcast-type Ems, and then guarantees QoS transmissions of EMs and the real-time driving video information sharing among vehicles. Furthermore, we model an analytical model to analyze several important parameters: packet forwarding delay, packet connectivity probability, number of forwarded messages, etc. Additionally, the proposed approach is applied to cooperate with the cooperative-based ACC to reduce the butterfly effect when vehicles suddenly brake. Numerical results demonstrate that AFCS outperforms the compared approaches in transmission range, connectivity probability, total number of forwarding messages, number of hop-counts, the end-to-end delay, and the butterfly effect. The analysis result is close to the simulation result, and thus justifies the claims of the analytical model.

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 "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!

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!

Literatur
1.
Zurück zum Zitat Wan, P.-J., Yi, C.-W., & Wang, L. (2010). Asymptotic critical transmission radius for k-connectivity in wireless Ad hoc networks. IEEE Transactions on Information Theory, 56(6), 2867–2874.CrossRefMathSciNet Wan, P.-J., Yi, C.-W., & Wang, L. (2010). Asymptotic critical transmission radius for k-connectivity in wireless Ad hoc networks. IEEE Transactions on Information Theory, 56(6), 2867–2874.CrossRefMathSciNet
2.
Zurück zum Zitat Zhuang, Y., Pan, J., Luo, Y., & Cai, L. (2011). Time and location-critical emergency message dissemination for vehicular ad-hoc networks. IEEE Journal on Selected Areas in Communications, 29(1), 187–196.CrossRef Zhuang, Y., Pan, J., Luo, Y., & Cai, L. (2011). Time and location-critical emergency message dissemination for vehicular ad-hoc networks. IEEE Journal on Selected Areas in Communications, 29(1), 187–196.CrossRef
3.
Zurück zum Zitat Artimy, M. (2007). Local density estimation and dynamic transmission-range assignment in vehicular ad hoc networks. IEEE Transactions on Intelligent Transportation Systems, 8(3), 400–412.CrossRef Artimy, M. (2007). Local density estimation and dynamic transmission-range assignment in vehicular ad hoc networks. IEEE Transactions on Intelligent Transportation Systems, 8(3), 400–412.CrossRef
4.
Zurück zum Zitat M. M. Artimy, W. Robertson and W. J. Phillips, (2006) “Minimum transmission range in vehicular ad hoc networks over uninterrupted highways,” Intelligent Transportation Systems Conference, pp. 1400–1405, October. M. M. Artimy, W. Robertson and W. J. Phillips, (2006) “Minimum transmission range in vehicular ad hoc networks over uninterrupted highways,” Intelligent Transportation Systems Conference, pp. 1400–1405, October.
5.
Zurück zum Zitat Desjardins, C., & Chaib-draa, B. (2011). Cooperative adaptive cruise control : a reinforcement learning approach. IEEE Transactions on Intelligent Transportation Systems, 12(4), 1248–1260.CrossRef Desjardins, C., & Chaib-draa, B. (2011). Cooperative adaptive cruise control : a reinforcement learning approach. IEEE Transactions on Intelligent Transportation Systems, 12(4), 1248–1260.CrossRef
6.
Zurück zum Zitat Somda, F. H., & Cormerais, H. (2011). Auto-adaptive and string stable strategy for intelligent cruise control. IET Intelligent Transport Systems, 5(3), 168–174.CrossRef Somda, F. H., & Cormerais, H. (2011). Auto-adaptive and string stable strategy for intelligent cruise control. IET Intelligent Transport Systems, 5(3), 168–174.CrossRef
7.
Zurück zum Zitat Fallah, Y. P., Huang, C.-L., Sengupta, R., & Krishnan, H. (2011). Analysis of information dissemination in vehicular ad-hoc networks with application to cooperative vehicle safety systems. IEEE Transactions on Vehicular Technology, 60(1), 233–247.CrossRef Fallah, Y. P., Huang, C.-L., Sengupta, R., & Krishnan, H. (2011). Analysis of information dissemination in vehicular ad-hoc networks with application to cooperative vehicle safety systems. IEEE Transactions on Vehicular Technology, 60(1), 233–247.CrossRef
8.
Zurück zum Zitat Wu, H., Fujimoto, R. M., Riley, G. F., & Hunter, M. (2009). Spatial propagation of information in vehicular networks. IEEE Transctions on Vehicular Technology, 58(1), 420–431.CrossRef Wu, H., Fujimoto, R. M., Riley, G. F., & Hunter, M. (2009). Spatial propagation of information in vehicular networks. IEEE Transctions on Vehicular Technology, 58(1), 420–431.CrossRef
9.
Zurück zum Zitat Zhao, J., & Cao, G. (2008). VADD: vehicle-assisted data delivery in vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 57(3), 1910–1922.CrossRefMathSciNet Zhao, J., & Cao, G. (2008). VADD: vehicle-assisted data delivery in vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 57(3), 1910–1922.CrossRefMathSciNet
10.
Zurück zum Zitat Zhang, Z., Mao, G., & Anderson, B. D. O. (2011). On the information propagation process in mobile vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 60(5), 2314–2325.CrossRef Zhang, Z., Mao, G., & Anderson, B. D. O. (2011). On the information propagation process in mobile vehicular ad hoc networks. IEEE Transactions on Vehicular Technology, 60(5), 2314–2325.CrossRef
11.
Zurück zum Zitat Jeong, J., Guo, S., Gu, Y., He, T., & Du, D. H. C. (2011). Trajectory-based data forwarding for light-traffic vehicular ad hoc networks. IEEE Transactions on Parallel and Distributed Systems, 22(5), 743–757.CrossRef Jeong, J., Guo, S., Gu, Y., He, T., & Du, D. H. C. (2011). Trajectory-based data forwarding for light-traffic vehicular ad hoc networks. IEEE Transactions on Parallel and Distributed Systems, 22(5), 743–757.CrossRef
12.
Zurück zum Zitat Zhang, W., Chen, Y., Yang, Y., Wang, X., Zhang, Y., Hong, X., et al. (2012). Multi-hop connectivity probability in infrastructure-based vehicular networks. IEEE Journal on Selected Areas in Communications, 30(4), 740–747.CrossRef Zhang, W., Chen, Y., Yang, Y., Wang, X., Zhang, Y., Hong, X., et al. (2012). Multi-hop connectivity probability in infrastructure-based vehicular networks. IEEE Journal on Selected Areas in Communications, 30(4), 740–747.CrossRef
13.
Zurück zum Zitat Ho, I. W., Leung, K. K., & Polak, J. W. (2011). Stochastic model and connectivity dynamics for VANETs in signalized road systems. IEEE/ACM Transactions on Networking, 19(1), 195–208.CrossRef Ho, I. W., Leung, K. K., & Polak, J. W. (2011). Stochastic model and connectivity dynamics for VANETs in signalized road systems. IEEE/ACM Transactions on Networking, 19(1), 195–208.CrossRef
14.
Zurück zum Zitat Ng, S. C., Zhang, W., Zhang, Yu., Yang, Y., & Mao, G. (2011). Analysis of access and connectivity probabilities in vehicular relay networks. IEEE Journal on Selected Areas in Communications, 29(1), 140–150.CrossRef Ng, S. C., Zhang, W., Zhang, Yu., Yang, Y., & Mao, G. (2011). Analysis of access and connectivity probabilities in vehicular relay networks. IEEE Journal on Selected Areas in Communications, 29(1), 140–150.CrossRef
15.
Zurück zum Zitat Jin, W.-L., & Recker, W. W. (2010). An analytical model of multi-hop connectivity of inter-vehicle communication systems. IEEE Transactions on Wireless Communications, 9(1), 106–112.CrossRef Jin, W.-L., & Recker, W. W. (2010). An analytical model of multi-hop connectivity of inter-vehicle communication systems. IEEE Transactions on Wireless Communications, 9(1), 106–112.CrossRef
16.
Zurück zum Zitat Kesting, A., Treiber, M., & Helbing, D. (2010). Connectivity statistics of store-and-forward inter-vehicle communication. IEEE Transactions on Intelligent Transportation Systems, 11(1), 172–181.CrossRef Kesting, A., Treiber, M., & Helbing, D. (2010). Connectivity statistics of store-and-forward inter-vehicle communication. IEEE Transactions on Intelligent Transportation Systems, 11(1), 172–181.CrossRef
17.
Zurück zum Zitat Abdrabou, A., & Zhuang, W. (2011). Probabilistic delay control and road side unit placement for vehicular ad hoc networks with disrupted connectivity. IEEE Journal on Selected Areas in Communications, 29(1), 129–139.CrossRef Abdrabou, A., & Zhuang, W. (2011). Probabilistic delay control and road side unit placement for vehicular ad hoc networks with disrupted connectivity. IEEE Journal on Selected Areas in Communications, 29(1), 129–139.CrossRef
18.
Zurück zum Zitat Luo, P., Li, M., Li, Da, Huang, H.-Yu., Li, Xu, Shu, W., et al. (2007). performance evaluation of suvnet with real-time traffic data. IEEE Transactions on Vehicular Technology, 56(6), 3381–3396.CrossRef Luo, P., Li, M., Li, Da, Huang, H.-Yu., Li, Xu, Shu, W., et al. (2007). performance evaluation of suvnet with real-time traffic data. IEEE Transactions on Vehicular Technology, 56(6), 3381–3396.CrossRef
19.
Zurück zum Zitat Ducourthial, B., Khaled, Y., & Shawky, M. (2007). Conditional transmissions: performance study of a new communication strategy in VANET. IEEE Transactions on Vehicular Technology, 56(6), 3348–3357.CrossRef Ducourthial, B., Khaled, Y., & Shawky, M. (2007). Conditional transmissions: performance study of a new communication strategy in VANET. IEEE Transactions on Vehicular Technology, 56(6), 3348–3357.CrossRef
20.
Zurück zum Zitat Javanmard, A., & Ashtiani, F. (2009). Analytical evaluation of average delay and maximum stable throughput along a typical two-way street for vehicular ad hoc networks in sparse situations. Computer Communications, 32(16), 1768–1780.CrossRef Javanmard, A., & Ashtiani, F. (2009). Analytical evaluation of average delay and maximum stable throughput along a typical two-way street for vehicular ad hoc networks in sparse situations. Computer Communications, 32(16), 1768–1780.CrossRef
21.
Zurück zum Zitat IEEE Draft Standard for Wireless Access in Vehicular Environments—Over-the-Air Electronic Payment Data Exchange Protocol for Intelligent Transportation Systems (ITS), January 2011. IEEE Draft Standard for Wireless Access in Vehicular Environments—Over-the-Air Electronic Payment Data Exchange Protocol for Intelligent Transportation Systems (ITS), January 2011.
22.
Zurück zum Zitat Li, Yuyi, (2012) Cooperative data dissemination in cellular-VANET heterogeneous wireless networks, High Speed Intelligent Communication Forum (HSIC), pp. 1-4, May. Li, Yuyi, (2012) Cooperative data dissemination in cellular-VANET heterogeneous wireless networks, High Speed Intelligent Communication Forum (HSIC), pp. 1-4, May.
23.
Zurück zum Zitat Sukuvaara, T., & Pomalaza-Ráez, C. (2009). Vehicular networking pilot system for vehicle-to-infrastructure and vehicle-to-vehicle communications. International Journal of Communication Networks and Information Security (IJCNIS), 1(3), 1–11. Sukuvaara, T., & Pomalaza-Ráez, C. (2009). Vehicular networking pilot system for vehicle-to-infrastructure and vehicle-to-vehicle communications. International Journal of Communication Networks and Information Security (IJCNIS), 1(3), 1–11.
24.
Zurück zum Zitat Tsugawa, S. (2006). Trends and issues in safe driver assistance systems. Driver Assistance Systems, 30(2), 6–18. Tsugawa, S. (2006). Trends and issues in safe driver assistance systems. Driver Assistance Systems, 30(2), 6–18.
25.
Zurück zum Zitat Y. Bi, H. Zhao & X. S. Shen, (2009) A directional broadcast protocol for emergency message exchange in inter-vehicle communications. In: IEEE International Conference on Communications (ICC), pp. 1–5. Y. Bi, H. Zhao & X. S. Shen, (2009) A directional broadcast protocol for emergency message exchange in inter-vehicle communications. In: IEEE International Conference on Communications (ICC), pp. 1–5.
26.
Zurück zum Zitat Hunter, J. S. (1986). The exponentially weighted moving average. Journal of Quality Technology, 18(4), 203–210. Hunter, J. S. (1986). The exponentially weighted moving average. Journal of Quality Technology, 18(4), 203–210.
27.
Zurück zum Zitat A. K. Patel & J. Divecha, (2011). Modified exponentially weighted moving average (EWMA) control chart for an analytical process data. Journal of Chemical Engineering and Materials Science, Vol. 2, pp. 12–20, January. A. K. Patel & J. Divecha, (2011). Modified exponentially weighted moving average (EWMA) control chart for an analytical process data. Journal of Chemical Engineering and Materials Science, Vol. 2, pp. 12–20, January.
28.
Zurück zum Zitat J. Yun, J.-G. Choi & S. Bahk, (2009). A backward-compatible multiple-round collision avoidance scheme for contention based medium access control. Computer Networks, pp. 1997–2010, March. J. Yun, J.-G. Choi & S. Bahk, (2009). A backward-compatible multiple-round collision avoidance scheme for contention based medium access control. Computer Networks, pp. 1997–2010, March.
29.
Zurück zum Zitat Numerical Analysis of IEEE 802.11 Broadcast Scheme in Multihop Wireless Ad Hoc Networks, ICOIN 2005. Numerical Analysis of IEEE 802.11 Broadcast Scheme in Multihop Wireless Ad Hoc Networks, ICOIN 2005.
30.
Zurück zum Zitat Liang, Y.-H., Chang, B.-J., Hsieh, S.-J., & Wang, D.-Y. (2010). Analytical model of QoS-based fast seamless handoff in IEEE 802.16j WiMAX networks. IEEE Transactions on Vehicular Technology, 59(7), 3549–3561.CrossRef Liang, Y.-H., Chang, B.-J., Hsieh, S.-J., & Wang, D.-Y. (2010). Analytical model of QoS-based fast seamless handoff in IEEE 802.16j WiMAX networks. IEEE Transactions on Vehicular Technology, 59(7), 3549–3561.CrossRef
31.
Zurück zum Zitat Yang, Q., Fang, J., Lim, A., Agrawal, P., & Li, S. (2009). ACAR: Adaptive connectivity aware routing for vehicular ad hoc networks in city scenarios (pp. 3–7). Issue: Mobile Network Applications. Yang, Q., Fang, J., Lim, A., Agrawal, P., & Li, S. (2009). ACAR: Adaptive connectivity aware routing for vehicular ad hoc networks in city scenarios (pp. 3–7). Issue: Mobile Network Applications.
33.
Zurück zum Zitat Papoulis, A., & Pillai, S. U. (2002). Probability, random variables and stochastic processes (4th ed.). New York: McGraw-Hill. Papoulis, A., & Pillai, S. U. (2002). Probability, random variables and stochastic processes (4th ed.). New York: McGraw-Hill.
34.
Zurück zum Zitat Levy, H. (1982). Stochastic dominance rules for truncated normal distributions: a note. Journal of Finance, 37(5), 1299–1303.CrossRef Levy, H. (1982). Stochastic dominance rules for truncated normal distributions: a note. Journal of Finance, 37(5), 1299–1303.CrossRef
37.
Zurück zum Zitat Youssef, M., Ibrahim, M., Latif, M. A., Chen, L., & Vasilakos, A. V. (2014). Routing metrics of cognitive radio networks: a survey. IEEE Communications Surveys and Tutorials, 16(1), 92–109.CrossRef Youssef, M., Ibrahim, M., Latif, M. A., Chen, L., & Vasilakos, A. V. (2014). Routing metrics of cognitive radio networks: a survey. IEEE Communications Surveys and Tutorials, 16(1), 92–109.CrossRef
38.
Zurück zum Zitat Jiang, T., Wang, H., & Vasilakos, A. V. (2012). QoE-Driven channel allocation schemes for multimedia transmission of priority-based secondary users over cognitive radio networks. IEEE Journal on Selected Areas in Communications, 30(7), 1215–1224.CrossRef Jiang, T., Wang, H., & Vasilakos, A. V. (2012). QoE-Driven channel allocation schemes for multimedia transmission of priority-based secondary users over cognitive radio networks. IEEE Journal on Selected Areas in Communications, 30(7), 1215–1224.CrossRef
39.
Zurück zum Zitat Zeng, Y., Xiang, K., Li, D., & Vasilakos, A. V. (2013). Directional routing and scheduling for green vehicular delay tolerant networks. Wireless Networks, 19(2), 161–173.CrossRef Zeng, Y., Xiang, K., Li, D., & Vasilakos, A. V. (2013). Directional routing and scheduling for green vehicular delay tolerant networks. Wireless Networks, 19(2), 161–173.CrossRef
40.
Zurück zum Zitat Busch, C., Rouge, B., Kannan, R., & Vasilakos, A. V. (2012). Approximating congestion+dilation in networks via quality of routing games. IEEE Transactions on Computer, 61(9), 1270–1283.CrossRef Busch, C., Rouge, B., Kannan, R., & Vasilakos, A. V. (2012). Approximating congestion+dilation in networks via quality of routing games. IEEE Transactions on Computer, 61(9), 1270–1283.CrossRef
41.
Zurück zum Zitat Cianfrani, A., Eramo, V., Listanti, M., & Polverini, M. (2012). An OSPF-integrated routing strategy for qos-aware energy saving in ip backbone networks. IEEE Transactions on Network and Service Management, 9(3), 254–267.CrossRef Cianfrani, A., Eramo, V., Listanti, M., & Polverini, M. (2012). An OSPF-integrated routing strategy for qos-aware energy saving in ip backbone networks. IEEE Transactions on Network and Service Management, 9(3), 254–267.CrossRef
42.
Zurück zum Zitat Li, P., Guo, S., Yu, S., & Vasilakos, A. V. (2012). CodePipe: An opportunistic feeding and routing protocol for reliable multicast with pipelined network coding. INFOCOM, 2012, 100–108. Li, P., Guo, S., Yu, S., & Vasilakos, A. V. (2012). CodePipe: An opportunistic feeding and routing protocol for reliable multicast with pipelined network coding. INFOCOM, 2012, 100–108.
43.
Zurück zum Zitat Yen, Y.-S., Chao, H.-C., Chang, R.-S., & Vasilakos, A. (2011). Flooding-limited and multi-constrained QoS multicast routing based on the genetic algorithm for MANETs. Mathematical and Computer Modeling, 53(11–12), 2238–2250.CrossRef Yen, Y.-S., Chao, H.-C., Chang, R.-S., & Vasilakos, A. (2011). Flooding-limited and multi-constrained QoS multicast routing based on the genetic algorithm for MANETs. Mathematical and Computer Modeling, 53(11–12), 2238–2250.CrossRef
44.
Zurück zum Zitat Zhou, L., Chao, H.-C., & Vasilakos, A. V. (2011). Joint forensics-scheduling strategy for delay-sensitive multimedia applications over heterogeneous networks. IEEE Journal on Selected Areas in Communications, 29(7), 1358–1367.CrossRef Zhou, L., Chao, H.-C., & Vasilakos, A. V. (2011). Joint forensics-scheduling strategy for delay-sensitive multimedia applications over heterogeneous networks. IEEE Journal on Selected Areas in Communications, 29(7), 1358–1367.CrossRef
45.
Zurück zum Zitat Spyropoulos, T., Rais, R. N. B., Turletti, T., Obraczka, K., & Vasilakos, A. (2012). Routing for disruption tolerant networks: Taxonomy and design. Wireless Networks, 16(8), 2349–2370.CrossRef Spyropoulos, T., Rais, R. N. B., Turletti, T., Obraczka, K., & Vasilakos, A. (2012). Routing for disruption tolerant networks: Taxonomy and design. Wireless Networks, 16(8), 2349–2370.CrossRef
46.
Zurück zum Zitat A. Vasilakos, Y. Zhang, and T. V. Spyropoulos, “Delay tolerant networks: Protocols and applications,” CRC Press, 2012. A. Vasilakos, Y. Zhang, and T. V. Spyropoulos, “Delay tolerant networks: Protocols and applications,” CRC Press, 2012.
47.
Zurück zum Zitat W. Quan, X. Changqiao, A.V. Vasilakos, G. Jianfeng, Z. Hongke, & L.A. Grieco, 2014. TB2F: Tree-bitmap and bloom-filter for a scalable and efficient name lookup in content-centric networking,” IFIP Networking. W. Quan, X. Changqiao, A.V. Vasilakos, G. Jianfeng, Z. Hongke, & L.A. Grieco, 2014. TB2F: Tree-bitmap and bloom-filter for a scalable and efficient name lookup in content-centric networking,” IFIP Networking.
48.
Zurück zum Zitat Cheng, X., Wang, C.-X., Laurenson, D. I., & Vasilakos, A. V. (2009). An adaptive geometry-based stochastic model for non-isotropic MIMO mobile-to-mobile channels. IEEE Transactions on Wireless Communications, 8(9), 4824–4835.CrossRef Cheng, X., Wang, C.-X., Laurenson, D. I., & Vasilakos, A. V. (2009). An adaptive geometry-based stochastic model for non-isotropic MIMO mobile-to-mobile channels. IEEE Transactions on Wireless Communications, 8(9), 4824–4835.CrossRef
49.
Zurück zum Zitat Cheng, X., Wang, C.-X., Laurenson, D. I., Salous, S., & Vasilakos, A. V. (2011). New deterministic and stochastic simulation models for non-isotropic scattering mobile-to-mobile Rayleigh fading channels. Wireless Communications and Mobile Computing, 11(7), 828–842.CrossRef Cheng, X., Wang, C.-X., Laurenson, D. I., Salous, S., & Vasilakos, A. V. (2011). New deterministic and stochastic simulation models for non-isotropic scattering mobile-to-mobile Rayleigh fading channels. Wireless Communications and Mobile Computing, 11(7), 828–842.CrossRef
50.
Zurück zum Zitat Zhou, L., Zhang, Y., Song, K., Jing, W., & Vasilakos, A. V. (2011). Distributed media services in P2P-based vehicular networks. IEEE Transactions on Vehicular Technology, 60(2), 692–703.CrossRef Zhou, L., Zhang, Y., Song, K., Jing, W., & Vasilakos, A. V. (2011). Distributed media services in P2P-based vehicular networks. IEEE Transactions on Vehicular Technology, 60(2), 692–703.CrossRef
51.
Zurück zum Zitat Liu, Y., Xiong, N., Zhao, Y., Vasilakos, A. V., Gao, J., & Jia, Y. (2010). Multi-layer clustering routing algorithm for wireless vehicular sensor networks. IET Communications, 4(7), 810–816.CrossRef Liu, Y., Xiong, N., Zhao, Y., Vasilakos, A. V., Gao, J., & Jia, Y. (2010). Multi-layer clustering routing algorithm for wireless vehicular sensor networks. IET Communications, 4(7), 810–816.CrossRef
Metadaten
Titel
Adaptive message forwarding for avoiding broadcast storm and guaranteeing delay in active safe driving VANET
verfasst von
Ben-Jye Chang
Ying-Hsin Liang
Yao-De Huang
Publikationsdatum
01.04.2015
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 3/2015
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-014-0816-9

Weitere Artikel der Ausgabe 3/2015

Wireless Networks 3/2015 Zur Ausgabe

Neuer Inhalt