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AN EFFICIENT 2-D DWT ARCHITECTURE WITH REDUCED MEMORY ACCESSES FOR LOW ENERGY CONSUMPTION

机译:降低内存访问量,低能耗的高效二维DWT体系结构

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Discrete Wavelet Transform (DWT) has been widely used for multimedia processing such as signal analysis, signal compression, and numerical analysis, and there has been an increase of research into the hardware architecture of 2-D DWT for applications in intelligent environments such as mobile communications. However, because of its complex data flow and intensive arithmetic computation, designing an efficient 2-D DWT architecture with high throughput and small size internal memory for low energy consumption is a challenge. In this paper, we propose a new 2-D DWT architecture. To reduce energy consumption, we focus on the number of memory accesses which consume dominant part of total energy. The proposed method improves data flow of line-based architecture to reduce the number of internal memory accesses. In addition, we modify external memory allocation so that a port width of external memory is fully utilized. We also modify wavelet filter to align memory word segments with coefficients to be loaded. Evaluation results indicate that proposed architecture reduces both external and internal memory accesses resulting in low energy consumption.
机译:离散小波变换(DWT)已被广泛用于诸如信号分析,信号压缩和数值分析之类的多媒体处理,并且对于在移动等智能环境中应用的2-D DWT的硬件体系结构的研究也在不断增加。通讯。然而,由于其复杂的数据流和密集的算术计算,设计具有高吞吐量和小尺寸内部存储器以降低能耗的高效2-D DWT体系结构是一项挑战。在本文中,我们提出了一种新的2-D DWT体系结构。为了减少能源消耗,我们着重于消耗占总能量主要部分的内存访问次数。所提出的方法改善了基于行的体系结构的数据流,以减少内部存储器访问的次数。另外,我们修改了外部存储器的分配,以便充分利用外部存储器的端口宽度。我们还修改了小波滤波器,以使存储字段与要加载的系数对齐。评估结果表明,提出的体系结构减少了内部和外部存储器访问,从而降低了能耗。

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