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Fuzzy logic congestion control for broadband wireless IPTV

Fuzzy logic congestion control for broadband wireless IPTV

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It is demonstrated that interval type-2 fuzzy logic control (IT2 FLC) is more robust than traditional fuzzy logic congestion control of video streaming. An IT2 FLC is compared to the well-known TFRC and TEAR congestion controllers for internet multimedia streaming. On an all-IP network with broadband wireless access, delivered video quality is improved with the IT2 FLC by about 1 dB for each client, once the offered traffic (up to 50 video streams) exceeds the capacity available to video over the wireless link.

References

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      • J.M. Mendel . Type-2 fuzzy sets and systems: an overview. IEEE Comput. Intell. , 1 , 20 - 29
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      • G.M. Muntean . Efficient delivery of multimedia streams over broadband networks using QOAS. IEEE Trans. Broadcast. , 2 , 230 - 235
    3. 3)
      • Handley, M., Floyd, S., Padyhe, J., Widmer, J.: `TCP friendly rate control (TFRC): Protocol specification', IETF RFC 3448, 2003.
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      • M. Rezaei , M.H. Hanukse , M. Gabbouj . Semi-fuzzy rate controller for variable bit rate video. IEEE Trans. Circuits Syst. Video Technol. , 5
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      • Jammeh, E.A., Fleury, M., Ghanbari, M.: `Delay-based congestion avoidance for video communication with fuzzy logic control', Int. Packet Video Workshop, November 2007, Lisbon, Portugal.
    6. 6)
      • Rhee, I., Ozdemir, V., Yi, Y.: `TEAR: TCP emulation at receivers – flow control for multimedia streaming', NCSU Tech. Rep., April 2000.
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