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Tags: VideoStreaming, Scalable, genetic algorithm example, genetic algorithm car, genetic algorithms, genetic algorithm optimization, simple genetic algorithm, genetic algorithm demo, genetic algorithm tutorial, genetic algorithm c, genetic algorithm crossover, genetic algorithm examples, what is genetic algorithm, Algorithm, Genetic, Using, Allocation, Rate, Channel, GOPBased, GOPBased Channel Rate Allocation Using Genetic Algorithm for Scalable VideoStreaming,
 
 
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GOP-Based Channel Rate Allocation Using Genetic Algorithm for Scalable VideoStreaming
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GOP-Based Channel Rate Allocation Using Genetic Algorithm for Scalable Video Streaming Over Error-Prone Networks
IEEE Transactions on Image Processing, Vol. 15, No. 6

Abstract:

In this paper, we address the problem of unequal error protection (UEP) for scalable video transmission over wireless packet-erasure channel. Unequal amounts of protection are allocated to the different frames (I- or P-frame) of a group-of-pictures (GOP), and in each frame, unequal amounts of protection are allocated to the progressive bit-stream of scalable video to provide a graceful degradation of video quality as packet loss rate varies. We use a genetic algorithm (GA) to quickly get the allocation pattern, which is hard to get with other conventional methods, like hill-climbing method. Theoretical analysis and experimental results both demonstrate the advantage of the proposed algorithm.
 

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