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Algorithm-based low-power transform coding architectures: the multirate approach

机译:基于算法的低功耗变换编码架构:多速率方法

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In most low-power VLSI designs, the supply voltage is usually reduced to lower the total power consumption. However, the device speed will be degraded as the supply voltage goes down. In this paper, we propose new algorithmic-level techniques to compensate the increased delays based on the multirate approach. We apply the technique of polyphase decomposition to design low-power transform coding architectures, in which the transform coefficients are computed through decimated low-speed input sequences. Since the operating frequency is M-times slower than the original design while the system throughput rate is still maintained, the speed penalty can be compensated at the architectural level. We start with the design of low-power multirate discrete cosine transform (DCT)/inverse discrete cosine transform (IDCT) VLSI architectures. Then the multirate low-power design is extended to the modulated lapped transform (MLT), extended lapped transform (ELT), and a unified low-power transform coding architecture. Finally, we perform finite-precision analysis for the multirate DCT architectures. The analytical results can help us to choose the optimal wordlength for each DCT channel under required signal-to-noise ratio (SNR) constraint, which can further reduce the power consumption at the circuit level. The proposed multirate architectures can also be applied to very high-speed block discrete transforms in which only low-speed operators are required.
机译:在大多数低功耗VLSI设计中,通常会降低电源电压以降低总功耗。但是,随着电源电压下降,设备速度将降低。在本文中,我们基于多速率方法提出了新的算法级技术来补偿增加的延迟。我们将多相分解技术应用于设计低功耗变换编码体系结构,其中通过抽取的低速输入序列来计算变换系数。由于工作频率比原始设计慢了M倍,同时仍保持了系统吞吐率,因此可以在体系结构级别上补偿速度损失。我们从低功耗多速率离散余弦变换(DCT)/反向离散余弦变换(IDCT)VLSI架构的设计开始。然后,将多速率低功耗设计扩展到调制重叠变换(MLT),扩展重叠变换(ELT)和统一的低功耗变换编码架构。最后,我们对多速率DCT架构执行有限精度分析。分析结果可以帮助我们在所需的信噪比(SNR)约束下为每个DCT通道选择最佳字长,从而可以进一步降低电路级的功耗。所提出的多速率架构还可以应用于仅需要低速运算符的超高速块离散变换。

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