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Analysis of RNS-FPL Synergy for High Throughput DSP Applications: Discrete Wavelet Transform

机译:高通量DSP应用的RNS-FPL协同分析:离散小波变换

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摘要

This paper focuses on the implementation over FPL devices of high throughput DSP applications taking advantage of RNS arithmetic. The synergy between the RNS and modern FPGA device families, providing built-in tables and fast carry and cascade chains, makes it possible to accelerate MAC intensive real-time and DSP systems. In this way, a slow high dynamic range binary 2's complement system can be partitioned into various parallel and high throughput small word-length RNS channels without inter-channel carry dependencies. To illustrate the design methodology, novel RNS-based architectures for multi-octave orthogonal DWT and its inverse are implemented using structural level VHDL synthesis. Area analysis and performance simulation are conducted. A relevant throughput improvement for the proposed RNS-based solution is obtained, compared to the equivalent 2's complement implementation.
机译:本文重点介绍了利用RNS算法在FPL器件上实现高吞吐量DSP应用的实现。 RNS和现代FPGA器件系列之间的协同作用(提供内置表以及快速的进位和级联链)使加速MAC密集型实时和DSP系统成为可能。这样,可以将慢速高动态范围二进制2的补码系统划分为各种并行和高吞吐量小字长RNS通道,而无需通道间进位依赖性。为了说明设计方法,使用结构级VHDL综合实现了用于多倍频程正交DWT及其逆的基于RNS的新颖体系结构。进行面积分析和性能模拟。与等效的2's补码实现相比,可以为所建议的基于RNS的解决方案提高吞吐量。

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