用于实时移动应用的最小能量LDPC解码器

Weihuang Wang, G. Choi
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引用次数: 9

摘要

本文提出了一种低功耗实时解码器,该解码器利用动态电压和频率缩放对每帧进行恒定时间处理。该设计使用已知的接近容量的低密度奇偶校验(LDPC)代码来包含衰落信道上的数据。实时应用程序需要保证数据速率。传统的固定次数的解码迭代方案对于移动设备来说并不节能,提出的启发式方案预先分析每个接收到的数据帧,以估计帧收敛所需的最大迭代次数。然后将结果用于动态调整解码器频率。然后通过将电源电压调整到给定频率所需的最小值来适当地减少能源使用。最终的设计在功耗和错误水平之间提供了明智的权衡
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Minimum-Energy LDPC Decoder for Real-Time Mobile Application
This paper presents a low-power real-time decoder that provides constant-time processing of each frame using dynamic voltage and frequency scaling. The design uses known capacity-approaching low-density parity-check (LDPC) code to contain data over fading channels. Real-time applications require guaranteed data rates. While conventional fixed-number of decoding-iteration schemes are not energy efficient for mobile devices, the proposed heuristic scheme pre-analyzes each received data frame to estimate the maximum number of necessary iterations for frame convergence. The results are then used to dynamically adjust decoder frequency. Energy use is then reduced appropriately by adjusting power supply voltage to minimum necessary for the given frequency. The resulting design provides a judicious trade-off between power consumption and error level
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