Skip to main content
Top
Published in: Cluster Computing 1/2019

10-03-2018

Dynamic data driven big data cooperative control scheme with virtual visualization for mobile multimedia communication

Author: Xiang-dong Yin

Published in: Cluster Computing | Special Issue 1/2019

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In order to improve the quality of user experience of the wireless mobile multimedia communication and the mobile multimedia communication control efficiency, based on the little data and big data visualization, this paper proposed a mobile multimedia cooperative control algorithm. Firstly, the scale and content of the data generated by the wireless intelligent mobile terminal were considered in heterogeneous network environment. The paper established the consistency guarantee scheme of multimedia data. The control scheme of bandwidth allocation, small data distortion and channel state scheduling are presented. Then, based on the multimedia data frame sequence description of the entity mobile multimedia, according to user needs and three-dimensional space to reorganize the multimedia data. This kind of multimedia data can be used to control the quality of the user by multi dimension cross control of the multimedia stream and the entity captured by the intelligent mobile terminal. NS simulation results from the media playback quality, the quality of user experience and communication control efficiency compared with the proposed control algorithm with the adaptive cooperative FEC based on combination of network coding and channel Coding. The results show that the proposed control algorithm has high real-time performance, high efficiency, high reliability and high user satisfaction.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Ge, X., Huang, X., Wang, Y., et al.: Energy-efficiency optimization for MIMO-OFDM mobile multimedia communication systems with QoS constraints. Veh. Technol. IEEE Trans. 63(5), 2127–2138 (2014)CrossRef Ge, X., Huang, X., Wang, Y., et al.: Energy-efficiency optimization for MIMO-OFDM mobile multimedia communication systems with QoS constraints. Veh. Technol. IEEE Trans. 63(5), 2127–2138 (2014)CrossRef
2.
go back to reference Pitas, C.N., Panagopoulos, A.D., Constantinou, P.: Quality of consumer experience data mining for mobile multimedia communication networks: learning from measurements campaign. Int. J. Wirel. Mobile Comput. 8(1), 34–44 (2014)CrossRef Pitas, C.N., Panagopoulos, A.D., Constantinou, P.: Quality of consumer experience data mining for mobile multimedia communication networks: learning from measurements campaign. Int. J. Wirel. Mobile Comput. 8(1), 34–44 (2014)CrossRef
3.
go back to reference Zhao, Y., Zhang, L., Ma, X., et al.: DualEMC: energy efficient mobile multimedia communication with cloud. Telecommun. Syst. 60(1), 85–94 (2015)CrossRef Zhao, Y., Zhang, L., Ma, X., et al.: DualEMC: energy efficient mobile multimedia communication with cloud. Telecommun. Syst. 60(1), 85–94 (2015)CrossRef
4.
go back to reference Codrescu, L., Anderson, W., Venkumanhanti, S., et al.: Hexagon DSP: an architecture optimized for mobile multimedia and communications. IEEE Micro 34(2), 34–43 (2014)CrossRef Codrescu, L., Anderson, W., Venkumanhanti, S., et al.: Hexagon DSP: an architecture optimized for mobile multimedia and communications. IEEE Micro 34(2), 34–43 (2014)CrossRef
5.
go back to reference Xu, C., Jia, S., Zhong, L., et al.: Socially aware mobile peer-to-peer communications for community multimedia streaming services. IEEE Commun. Mag. 53(10), 150–156 (2015)CrossRef Xu, C., Jia, S., Zhong, L., et al.: Socially aware mobile peer-to-peer communications for community multimedia streaming services. IEEE Commun. Mag. 53(10), 150–156 (2015)CrossRef
6.
go back to reference Aghdam, S.M., Khansari, M., Rabiee, H.R., et al.: WCCP: a congestion control protocol for wireless multimedia communication in sensor networks. Ad Hoc Netw. 13(1), 516–534 (2014)CrossRef Aghdam, S.M., Khansari, M., Rabiee, H.R., et al.: WCCP: a congestion control protocol for wireless multimedia communication in sensor networks. Ad Hoc Netw. 13(1), 516–534 (2014)CrossRef
7.
go back to reference Calonico, S., Cattaneo, M.D., Titiunik, R.: Robust data-driven inference in the regression-discontinuity design. Stata J. 14(4), 909–946 (2014)MATHCrossRef Calonico, S., Cattaneo, M.D., Titiunik, R.: Robust data-driven inference in the regression-discontinuity design. Stata J. 14(4), 909–946 (2014)MATHCrossRef
8.
go back to reference Xiong, R., Sun, F., Chen, Z., et al.: A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion olymer battery in electric vehicles. Appl. Energy 113(1), 463–476 (2014)CrossRef Xiong, R., Sun, F., Chen, Z., et al.: A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion olymer battery in electric vehicles. Appl. Energy 113(1), 463–476 (2014)CrossRef
10.
go back to reference Ali, S., Jose, J.B., Deery, D.M., et al.: SensorDB: a virtual laboratory for the integration, visualization and analysis of varied biological sensor data. Plant Methods 11(1), 53 (2015)CrossRef Ali, S., Jose, J.B., Deery, D.M., et al.: SensorDB: a virtual laboratory for the integration, visualization and analysis of varied biological sensor data. Plant Methods 11(1), 53 (2015)CrossRef
11.
go back to reference Means, B.K.: Promoting a more interactive public archaeology archaeological visualization and reflexivity through virtual artifact curation. Adv. Archaeol. Pract. 3(3), 235–248 (2015)CrossRef Means, B.K.: Promoting a more interactive public archaeology archaeological visualization and reflexivity through virtual artifact curation. Adv. Archaeol. Pract. 3(3), 235–248 (2015)CrossRef
12.
go back to reference Park, J., Lee, K.O., Han, J.H.: Interactive visualization of magnetic field for virtual science experiments. J. Vis. 19(1), 1–11 (2016)CrossRef Park, J., Lee, K.O., Han, J.H.: Interactive visualization of magnetic field for virtual science experiments. J. Vis. 19(1), 1–11 (2016)CrossRef
13.
go back to reference Peng, Y.J., Dong, Y.N., Sandrasegaran, K., et al.: A multimedia transmission control algorithm based on cross-layer design in UMTS networks. Wirel. Netw. 21(3), 949–961 (2015)CrossRef Peng, Y.J., Dong, Y.N., Sandrasegaran, K., et al.: A multimedia transmission control algorithm based on cross-layer design in UMTS networks. Wirel. Netw. 21(3), 949–961 (2015)CrossRef
14.
go back to reference Wang, Y., Yang, J., Feng, W.: A delegation authorization security protocol based on remote attestation for multimedia usage control. Recent Adv. Electr. Electron. Eng. 8(1), 18–25 (2015) Wang, Y., Yang, J., Feng, W.: A delegation authorization security protocol based on remote attestation for multimedia usage control. Recent Adv. Electr. Electron. Eng. 8(1), 18–25 (2015)
15.
go back to reference Li, Yi, Peng, J., Jiang, F., et al.: Joint spectrum sensing and data transmission optimization for energy efficiency in cognitive radio sensor networks: a dynamic cooperative method. J. Adv. Comput. Intell. Intell. Inform. 19(2), 197–204 (2015)CrossRef Li, Yi, Peng, J., Jiang, F., et al.: Joint spectrum sensing and data transmission optimization for energy efficiency in cognitive radio sensor networks: a dynamic cooperative method. J. Adv. Comput. Intell. Intell. Inform. 19(2), 197–204 (2015)CrossRef
16.
go back to reference Jin, Y., Peng, R.: Adaptive cooperative FEC based on combination of network coding and channel coding for wireless sensor networks. J. Netw. 9(2), 481–487 (2014) Jin, Y., Peng, R.: Adaptive cooperative FEC based on combination of network coding and channel coding for wireless sensor networks. J. Netw. 9(2), 481–487 (2014)
Metadata
Title
Dynamic data driven big data cooperative control scheme with virtual visualization for mobile multimedia communication
Author
Xiang-dong Yin
Publication date
10-03-2018
Publisher
Springer US
Published in
Cluster Computing / Issue Special Issue 1/2019
Print ISSN: 1386-7857
Electronic ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-2175-2

Other articles of this Special Issue 1/2019

Cluster Computing 1/2019 Go to the issue

Premium Partner