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A ultra high speed and configurable Inverse Discrete Wavelet Packet Transform architecture

机译:超高速和可配置的逆离散小波包变换架构

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This article presents a new pipeline-parallel architecture of Inverse Discrete Wavelet Packet Transform (IDWPT) for all wavelet family implemented in FPGA technology using a parallel direct FIR filter. Our aim in this work is to develop a generic VHDL-RTL model and configurable architecture of pipeline-parallel architecture of IDWPT. This architecture provide ultra-high speed sample processing with a restricted amount of used hardware. To achieve that, we propose a P-parallel IDWPT based on Mallat binary tree algorithm and a P-parallel/modified direct FIR filter under the strategy of pipeline-parallel and sharing hardware resource. The key of this model is the data manage/interleaving of pipeline/P-parallel concept and shared hardware of different level in the transformation. This architecture is fully configurable: (i) in synthesis according of various parameters like the parallel degree, the tree depth (number of tree levels), the order of the filters and the filter quantization coefficient and (ii) in pro-synthesis according to the coefficients of low-pass and high-pass filters, in other words the filters coefficients can be loaded after synthesis. Consequently, the simulation results accelerated to an approximate value of P*(Frequency). Furthermore, the tree depth and filters order has little impact (only due to place and route variations) on throughput. This architecture was synthesized using Altera Quartus prime lite edition targeting an Altera Cyclone IV - (FPGA) and it was developed in VHDL at RTL level modeling.
机译:本文为采用并行直接FIR滤波器的FPGA技术中实现的所有小波系列,提供了一种新的并行离散小波包逆变换(IDWPT)架构。我们在这项工作中的目标是开发通用的VHDL-RTL模型和IDWPT的管道并行架构的可配置架构。这种架构提供了使用有限数量的已用硬件的超高速样本处理。为此,我们在流水线并行和共享硬件资源的策略下,提出了一种基于Mallat二叉树算法的P并行IDWPT和P并行/改进的直接FIR滤波器。该模型的关键是流水线/ P-并行概念的数据管理/交织以及转换中不同级别的共享硬件。这种架构是完全可配置的:(i)根据各种参数进行综合,例如并行度,树深度(树级别数),滤波器的阶数和滤波器量化系数,以及(ii)根据低通和高通滤波器的系数,换句话说,滤波器系数可以在合成后加载。结果,模拟结果加速到近似值P *(频率)。此外,树的深度和过滤器的顺序对吞吐量几乎没有影响(仅由于位置和路线的变化)。该架构是使用针对Altera Cyclone IV-(FPGA)的Altera Quartus prime lite版本综合而成的,并在VHDL中以RTL级别建模进行开发。

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