• DocumentCode
    800205
  • Title

    Branch and bound algorithms for rate-distortion optimized media streaming

  • Author

    Röder, Martin ; Cardinal, Jean ; Hamzaoui, Raouf

  • Author_Institution
    Dept. of Comput. & Inf. Sci., Konstanz Univ., Germany
  • Volume
    8
  • Issue
    1
  • fYear
    2006
  • Firstpage
    170
  • Lastpage
    178
  • Abstract
    We consider the problem of rate-distortion optimized streaming of packetized multimedia data over a single quality-of-service network using feedback and retransmissions. For a single data unit, we prove that the problem is NP-hard and provide efficient branch and bound algorithms that are much faster than the previously best solution based on dynamic programming. For a group of interdependent data units, we show how to compute optimal solutions with branch and bound algorithms. The branch and bound algorithms for a group of data units are much slower than the current state of the art, a heuristic technique known as sensitivity adaptation. However, in many real-world situations, they provide a significantly better rate-distortion performance.
  • Keywords
    computational complexity; media streaming; optimisation; quality of service; tree searching; NP-hard; branch-and-bound algorithm; heuristic technique; optimized media streaming; packetized multimedia data; quality-of-service network; rate-distortion; Computational complexity; Dynamic programming; Feedback; Heuristic algorithms; Iterative algorithms; Iterative methods; Lagrangian functions; Quality of service; Rate-distortion; Streaming media; Branch and bound algorithms; computational complexity; streaming media;
  • fLanguage
    English
  • Journal_Title
    Multimedia, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1520-9210
  • Type

    jour

  • DOI
    10.1109/TMM.2005.861281
  • Filename
    1580536