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Robust video compression for time-varying wireless channels

机译:强大的视频压缩功能适用于时变无线信道

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Abstract: We investigate joint source-channel coding for transmission of video over time-varying channels. We assume that the channel state is known at the receiver, but only statistical description of the time varying nature of the channel is available at the transmitter. A multimode coder is proposed to efficiently quantize the input video, and generate a quasi fixed-length bit stream of unequal importance. We vary the error protection offered to the individual bits, by matching it to both its importance, and the channel noise statistics. Based on the channel state, the decoder makes the best estimate of the source vector from the received codeword. We present a design algorithm which optimizes the overall rate- distortion performance of the system. Simulations results show that the proposed system outperforms a reference scheme where the multimode (source) codes and the channel codes were designed separately. Further, both the multimode coding schemes provide substantial gains over fixed length JSCC coding. !7
机译:摘要:我们研究时频信道上视频传输的联合源信道编码。我们假设接收器知道信道状态,但是在发射器上只能获得信道时变性质的统计描述。提出了一种多模式编码器,以有效地量化输入视频,并生成重要性不等的准固定长度比特流。通过将其与重要性和通道噪声统计信息进行匹配,我们可以改变为各个位提供的错误保护。基于信道状态,解码器根据接收到的码字对源向量进行最佳估计。我们提出了一种优化系统总体速率失真性能的设计算法。仿真结果表明,所提出的系统优于参考方案,在参考方案中多模(源)码和信道码是分开设计的。此外,两种多模式编码方案都在固定长度的JSCC编码上提供了可观的收益。 !7

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