基于FPGA的二维DTCWT计算多路分布式算法的高效存储高速收缩阵列结构设计

IF 0.6 4区 工程技术 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Informacije Midem-Journal of Microelectronics Electronic Components and Materials Pub Date : 2019-12-09 DOI:10.33180/infmidem2019.301
B. Poornima, A. Sumathi, Cyril Prasanna Raj Premkumar
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引用次数: 3

摘要

提出了基于多路分配算法(DAA)的对偶树复小波子带计算的自定义收缩阵列架构(SAA)设计。所提出的架构具有内存效率,并且在分解256 x 256输入图像时工作频率大于300 MHz。设计了三种结构,即降阶结构、多路数据处理结构和零pad结构,并对其在DTCWT计算中的性能进行了评估。该设计采用Verilog HDL进行建模,并考虑Xilinx ISE FPGA设计流程,在Spartan-6和Virtex-5 FPGA上实现。所建议架构的延迟被评估为15个时钟周期,吞吐量估计为每5个时钟周期有4个输出。SAA架构在FPGA平台上占用的FPGA资源不超过12%,功耗不超过10mw。
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Memory Efficient High Speed Systolic Array Architecture Design with Multiplexed Distributed Arithmetic for 2D DTCWT Computation on FPGA
This paper presents customized Systolic Array Architecture (SAA) design of Dual Tree Complex Wavelet (DTCWT) sub band computation based on multiplexed Distributive Arithmetic Algorithm (DAA). The proposed architecture is memory efficient and operates at frequencies greater than 300 MHz in decomposing 256 x 256 input images. Three architectures such as reduced order structure, multiplexed DA structure and zero pad structure are designed and evaluated for its performances for DTCWT computation minimizing arithmetic operations with improved latency. The proposed design is modeled in Verilog HDL and is implemented on Spartan-6 and Virtex-5 FPGA considering Xilinx ISE FPGA design flow. The latency of proposed architectures is evaluated to be 15 clock cycles and throughput is estimated to be 4 outputs for every 5 clock cycles. The SAA architecture occupies less than 12% of FPGA resources and consumes less than 10 mW of power on FPGA platform.
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来源期刊
CiteScore
1.80
自引率
0.00%
发文量
10
审稿时长
>12 weeks
期刊介绍: Informacije MIDEM publishes original research papers in the fields of microelectronics, electronic components and materials. Review papers are published upon invitation only. Scientific novelty and potential interest for a wider spectrum of readers is desired. Authors are encouraged to provide as much detail as possible for others to be able to replicate their results. Therefore, there is no page limit, provided that the text is concise and comprehensive, and any data that does not fit within a classical manuscript can be added as supplementary material. Topics of interest include: Microelectronics, Semiconductor devices, Nanotechnology, Electronic circuits and devices, Electronic sensors and actuators, Microelectromechanical systems (MEMS), Medical electronics, Bioelectronics, Power electronics, Embedded system electronics, System control electronics, Signal processing, Microwave and millimetre-wave techniques, Wireless and optical communications, Antenna technology, Optoelectronics, Photovoltaics, Ceramic materials for electronic devices, Thick and thin film materials for electronic devices.
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