메뉴 건너뛰기




Volumn 51, Issue 8, 2003, Pages 2177-2190

Prediction of MPEG-coded video source traffic using recurrent neural networks

Author keywords

MPEG coded source traffic; Multi step ahead prediction; Neural networks; Neuro predictors

Indexed keywords

BANDWIDTH; ENCODING (SYMBOLS); FEEDFORWARD NEURAL NETWORKS; MOTION PICTURES; MULTIMEDIA SYSTEMS; QUALITY OF SERVICE; TELECOMMUNICATION TRAFFIC;

EID: 0042665371     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2003.814470     Document Type: Article
Times cited : (64)

References (31)
  • 1
    • 0026106972 scopus 로고
    • Survey of traffic control schemes and protocols in ATM networks
    • Feb.
    • J. J. Bae and T. Suda, "Survey of traffic control schemes and protocols in ATM networks," Proc. IEEE, vol. 79, pp. 170-189, Feb. 1991.
    • (1991) Proc. IEEE , vol.79 , pp. 170-189
    • Bae, J.J.1    Suda, T.2
  • 2
    • 84939061075 scopus 로고
    • Traffic modeling for telecommunications networks
    • Mar.
    • V. S. Frost and B. Melamed, "Traffic modeling for telecommunications networks," IEEE Commun. Mag., vol. 32, pp. 70-81, Mar. 1994.
    • (1994) IEEE Commun. Mag. , vol.32 , pp. 70-81
    • Frost, V.S.1    Melamed, B.2
  • 4
    • 0030082788 scopus 로고    scopus 로고
    • Source models for VBR broadcastvideo traffic
    • Feb.
    • D. P. Heyman and T. V. Lakshman, "Source models for VBR broadcastvideo traffic," TIEEE/ACM Trans. Networking, vol. 4, pp. 40-48, Feb. 1996.
    • (1996) TIEEE/ACM Trans. Networking , vol.4 , pp. 40-48
    • Heyman, D.P.1    Lakshman, T.V.2
  • 5
    • 0030387851 scopus 로고    scopus 로고
    • A content based video traffic model using camera operations
    • Lausanne, Switzerland, Sept.
    • P. Bocheck and S. F. Chang, "A content based video traffic model using camera operations," in Proc. IEEE Int. Conf. Image Process., Lausanne, Switzerland, Sept. 1996, pp. 817-820.
    • (1996) Proc. IEEE Int. Conf. Image Process. , pp. 817-820
    • Bocheck, P.1    Chang, S.F.2
  • 6
  • 7
    • 0032097569 scopus 로고    scopus 로고
    • Modeling video traffic using M/G/∞ input processes: A compromise between Markovian and LRD models
    • June
    • M. Krunz and A. M. Makowski, "Modeling video traffic using M/G/∞ input processes: A compromise between Markovian and LRD models," IEEE J. Select. Areas Communications, vol. 16, pp. 733-747, June 1998.
    • (1998) IEEE J. Select. Areas Communications , vol.16 , pp. 733-747
    • Krunz, M.1    Makowski, A.M.2
  • 8
    • 0032279578 scopus 로고    scopus 로고
    • A novel deterministic traffic model based on a two-level analysis of MPEG video sources
    • Sydney, Australia, Nov.
    • M. D. D. Amorim and O. C. M. B. Duarte, "A novel deterministic traffic model based on a two-level analysis of MPEG video sources," in Proc. IEEE Global Telecommun. Conf., Sydney, Australia, Nov. 1998, pp. 696-701.
    • (1998) Proc. IEEE Global Telecommun. Conf. , pp. 696-701
    • Amorim, M.D.D.1    Duarte, O.C.M.B.2
  • 9
    • 0032628034 scopus 로고    scopus 로고
    • Efficient modeling of VBR MPEG-1 coded video sources
    • June
    • P. Manzoni, P. Cremonesi, and G. Serazzi, "Efficient modeling of VBR MPEG-1 coded video sources," IEEE/ACM Trans. Networking, vol. 7, pp. 387-397, June 1999.
    • (1999) IEEE/ACM Trans. Networking , vol.7 , pp. 387-397
    • Manzoni, P.1    Cremonesi, P.2    Serazzi, G.3
  • 11
    • 16344362603 scopus 로고    scopus 로고
    • Content-based MPEG video traffic modeling
    • Mar.
    • A. M. Dawood and M. Ghanbari, "Content-based MPEG video traffic modeling," IEEE/ACM Trans. Multimedia, vol. 1, pp. 77-87, Mar. 1999.
    • (1999) IEEE/ACM Trans. Multimedia , vol.1 , pp. 77-87
    • Dawood, A.M.1    Ghanbari, M.2
  • 12
    • 84964501827 scopus 로고    scopus 로고
    • An MPEG-2 video traffic prediction based on phase space analysis and its application to on-line dynamic bandwidth allocation
    • Apr. 8-10
    • A. Chodorek and R. R. Chodorek, "An MPEG-2 video traffic prediction based on phase space analysis and its application to on-line dynamic bandwidth allocation," in Proc. 2nd Eur. Conf. Universal Multiservice Networks, Apr. 8-10, 2002, pp. 44-55.
    • (2002) Proc. 2nd Eur. Conf. Universal Multiservice Networks , pp. 44-55
    • Chodorek, A.1    Chodorek, R.R.2
  • 13
    • 0031197661 scopus 로고    scopus 로고
    • Optimal nonlinear adaptive prediction and modeling of MPEG video in ATM networks using pipelined recurrent neural networks
    • Aug.
    • P. R. Chang and J. T. Hu, "Optimal nonlinear adaptive prediction and modeling of MPEG video in ATM networks using pipelined recurrent neural networks," IEEE J. Selected Areas Commun., vol. 15, pp. 1087-1100, Aug. 1997.
    • (1997) IEEE J. Selected Areas Commun. , vol.15 , pp. 1087-1100
    • Chang, P.R.1    Hu, J.T.2
  • 15
    • 0033686242 scopus 로고    scopus 로고
    • Recursive nonlinear models for on line traffic prediction of VBR MPEG coded video sources
    • Como, Italy, July
    • _, "Recursive nonlinear models for on line traffic prediction of VBR MPEG coded video sources," in Proc. IEEE-INNS-ENNS Int. Joint Conf. Neural Networks, Como, Italy, July 2000, pp. 114-119.
    • (2000) Proc. IEEE-INNS-ENNS Int. Joint Conf. Neural Networks , pp. 114-119
  • 16
    • 0037274637 scopus 로고    scopus 로고
    • An adaptable neural network model for recursive nonlinear traffic prediction and modeling of MPEG video sources
    • Jan.
    • _, "An adaptable neural network model for recursive nonlinear traffic prediction and modeling of MPEG video sources," IEEE Trans. Neural Networks, vol. 14, pp. 150-166, Jan. 2003.
    • (2003) IEEE Trans. Neural Networks , vol.14 , pp. 150-166
  • 18
    • 0032182694 scopus 로고    scopus 로고
    • Using adaptive linear prediction to support real-time VBR video under RCBR network service model
    • Oct.
    • _, "Using adaptive linear prediction to support real-time VBR video under RCBR network service model," IEEE/ACM Trans. Networking, vol. 6, pp. 635-644, Oct. 1998.
    • (1998) IEEE/ACM Trans. Networking , vol.6 , pp. 635-644
  • 19
    • 0036505640 scopus 로고    scopus 로고
    • Efficient traffic prediction scheme for real-time VBR MPEG video transmission over high-speed networks
    • Mar.
    • S. J. Yoo, "Efficient traffic prediction scheme for real-time VBR MPEG video transmission over high-speed networks," IEEE Trans. Broadcasting, vol. 48, pp. 10-18, Mar. 2002.
    • (2002) IEEE Trans. Broadcasting , vol.48 , pp. 10-18
    • Yoo, S.J.1
  • 20
    • 0042109348 scopus 로고
    • (Mar.) Index of /MPEG. Univ. Würzburg, Würzburg, Germany. [Online]
    • O. Rose. (1995, Mar.) Index of /MPEG. Univ. Würzburg, Würzburg, Germany. [Online]. Available: http://www3.informatik.uni-wuerzburg.de/MPEG/.
    • (1995)
    • Rose, O.1
  • 23
    • 0034269158 scopus 로고    scopus 로고
    • Multi-step-ahead prediction using dynamic recurrent neural networks
    • Sept.
    • A. G. Parlos, O. T. Rais, and A. F. Atiya, "Multi-step-ahead prediction using dynamic recurrent neural networks," Neural Networks, vol. 13, pp. 765-786, Sept. 2000.
    • (2000) Neural Networks , vol.13 , pp. 765-786
    • Parlos, A.G.1    Rais, O.T.2    Atiya, A.F.3
  • 24
    • 0035505570 scopus 로고    scopus 로고
    • An algorithmic approach to adaptive state filtering using recurrent neural networks
    • Nov.
    • A. G. Parlos, S. K. Menon, and A. F. Atiya, "An algorithmic approach to adaptive state filtering using recurrent neural networks," IEEE Trans. Neural Networks, vol. 12, pp. 1411-1432, Nov. 2001.
    • (2001) IEEE Trans. Neural Networks , vol.12 , pp. 1411-1432
    • Parlos, A.G.1    Menon, S.K.2    Atiya, A.F.3
  • 25
    • 0013439950 scopus 로고    scopus 로고
    • An adaptive state filtering algorithm for systems with partially known dynamics
    • Sept.
    • _, "An adaptive state filtering algorithm for systems with partially known dynamics," J. Dyn. Syst., Meas. Contr., vol. 124, no. 3, pp. 364-374, Sept. 2002.
    • (2002) J. Dyn. Syst., Meas. Contr. , vol.124 , Issue.3 , pp. 364-374
  • 26
    • 0038817861 scopus 로고    scopus 로고
    • Neural state filtering for adaptive induction motor speed estimation
    • Mar. to be published
    • R. M. Bharadwaj and A. G. Parlos, "Neural state filtering for adaptive induction motor speed estimation," Mechanical Syst. Signal Process., Mar. 2003, to be published.
    • (2003) Mechanical Syst. Signal Process.
    • Bharadwaj, R.M.1    Parlos, A.G.2
  • 29
    • 0004030474 scopus 로고    scopus 로고
    • MPEG-4 and H.263 video traces for network performance evaluation
    • Telecommunications Networks Group, Technical University of Berlin, Berlin, Germany, Oct.
    • _, "MPEG-4 and H.263 video traces for network performance evaluation," Telecommunications Networks Group, Technical University of Berlin, Berlin, Germany, TKN Tech. Rep., Oct. 2000.
    • (2000) TKN Tech. Rep.
  • 30
    • 0043111247 scopus 로고    scopus 로고
    • Oct. bttvgrab. [Online]
    • J. Walter. (2001, Oct.) bttvgrab. [Online]. Available: http://www.garni.ch/bttvgrab/.
    • (2001)
    • Walter, J.1
  • 31
    • 0035446343 scopus 로고    scopus 로고
    • Neuro-predictive process control using on-line controller adaptation
    • Sept.
    • A. G. Parlos, S. Parthasarathy, and A. F. Atiya, "Neuro-predictive process control using on-line controller adaptation," IEEE Trans. Contr. Syst. Technol., vol. 9, pp. 741-755, Sept. 2001.
    • (2001) IEEE Trans. Contr. Syst. Technol. , vol.9 , pp. 741-755
    • Parlos, A.G.1    Parthasarathy, S.2    Atiya, A.F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.