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Energy-efficient MIMO detection using unequal error protection for embedded joint decoding system

机译:嵌入式联合解码系统中使用不等错误保护的节能MIMO检测

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This paper presents a low-power multiple-input multiple-output (MIMO) and H.264 video joint detector/decoder design that minimizes energy for portable, wireless embedded systems. The design combines an unequal error protection (UEP) scheme with a variable fidelity of MIMO detection, making performance and energy consumption tradeoffs as required by the importance of each coded video frame. Using search space reduction/truncation strategies in MIMO detection along with H.264 data partitioning (DP) method, we determine the decoding configurations that yield minimum energy consumption for pre-specified image qualities at the receiver. The synthesis result of this scalable MIMO detector using a 45nm technology library yields 52%, 57%, and 58% energy reductions at 24dB SNR in Foreman, Akiyo, and Mobile test streams respectively. The tradeoff is negligible 0.3dB degradation in peak signal to noise ratio (PSNR) typically used in an image quality estimation.
机译:本文提出了一种低功耗多输入多输出(MIMO)和H.264视频联合检测器/解码器设计,该设计可将便携式无线嵌入式系统的能耗降至最低。该设计将不等错误保护(UEP)方案与可变的MIMO检测保真度结合在一起,从而根据每个编码视频帧的重要性进行性能和能耗权衡。使用MIMO检测中的搜索空间缩减/截断策略以及H.264数据分区(DP)方法,我们确定了解码配置,该配置在接收器处产生的能耗最低,适用于预先指定的图像质量。使用45nm技术库的这种可扩展MIMO检测器的综合结果分别在Foreman,Akiyo和Mobile测试流中以24dB SNR降低了52%,57%和58%的能量。这种折衷可以忽略不计,通常在图像质量估计中使用的峰值信噪比(PSNR)降低0.3dB。

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