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Low Latency and Area Efficient VLSI Architecture of 2D Bilinear Interpolation using Brent Kung Adder Based Fast Multiplier

机译:基于基于Brent Kung加法器的快速乘法器的二维双线性插值的低延迟和高效区域VLSI架构

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Real-time image processing has extended its applicability that includes significant domains like satellite imaging and medical imaging. Despite such massive usage, the prospect of real-time imaging throttles due to the scarcity of any dedicated hardware. The dearth of any available VLSI architectures for real-time imaging can be attributed to the computational loads of the imaging methods. The 2D bilinear interpolation is an important operation extensively utilized in image scaling, image inpainting, and also in the post-processing step of image registration. But there hardly exists any suitable hardware for real-time image interpolation. In this paper, an innovative first-of-its-kind VLSI architecture for 2D bilinear interpolation has been presented. Our proposed pipelined VLSI architecture is based on our proposed shift and adds based multiplier, which is mostly combinational. In our proposed multiplier, we have used brent kung adder, which is popular for its fast computation. Our proposed architecture 2D bilinear interpolation consists of only some adders, hard shifters, and negligible numbers of logic gates. The presented design is also time-efficient, in the sense, the critical path delay is only restricted by the propagation delay of an adder, thereby ensuring the satisfactory value of maximum operating frequency. As the design is made pipelined, naturally, the throughput rate is high. The power efficiency of our proposed design is quite natural as the design contains only a few basic combinational modules along with some logic gates. The proposed design is realized using verilog before being simulated using the Xilinx Vivado 1S.2 tool. The simulated design is implemented in the FPGA of the Zynq UltraScale+ MPSoC evaluation board for verifying its quality in case of real-time applications. The simulated results and the outcomes of the real-time onboard testing confirm our claim of hardware, time, and power efficiency.
机译:实时图像处理已扩展了其适用性,其中包括卫星成像和医学成像等重要领域。尽管使用量如此之大,但由于缺少任何专用硬件,实时成像的前景仍受到限制。用于实时成像的任何可用VLSI架构的缺乏都可以归因于成像方法的计算量。二维双线性插值是在图像缩放,图像修复以及图像配准的后处理步骤中广泛使用的重要操作。但是几乎没有任何合适的硬件可用于实时图像插值。本文提出了一种创新的二维双线性插值VLSI架构。我们提出的流水线VLSI体系结构基于我们提出的移位和加法乘数,该乘数大部分是组合的。在我们提出的乘法器中,我们使用了布伦特功加法器,它因其快速的计算而广受欢迎。我们提出的体系结构2D双线性插值仅由一些加法器,硬移位器和可忽略数量的逻辑门组成。所提出的设计也是省时的,从某种意义上说,关键路径延迟仅受加法器的传播延迟限制,从而确保了最大工作频率的令人满意的值。随着设计流水线化,自然地,吞吐率很高。我们提出的设计的电源效率非常自然,因为该设计仅包含几个基本的组合模块以及一些逻辑门。拟议的设计是在使用Xilinx Vivado 1S.2工具进行仿真之前,使用verilog实现的。仿真设计在Zynq UltraScale + MPSoC评估板的FPGA中实现,以在实时应用中验证其质量。仿真结果和实时车载测试的结果证实了我们对硬件,时间和功率效率的要求。

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