分数阶数字积分器的优化设计与FPGA实现

Abhay Sharma, T. Rawat
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引用次数: 1

摘要

本文的目的是设计分数阶数字积分器并在FPGA上实现。利用自然启发蚁狮优化算法确定二阶无限脉冲响应系统的优化系数,使基于IIR的FODI的频率响应与FODI的理想频率响应等效。将所提出的IIR-FODI与现有文献在频率幅度响应、绝对幅度误差和均方根幅度误差方面进行了比较。在Xilinx Virtex-7 FPGA上,通过DSP设计工具的系统生成器,采用转置直接形式II架构实现设计。给出了浮点和定点数据表示的后期实现、输入输出波形、资源利用率和关键路径延迟。
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Optimum Design and FPGA Implementation of Fractional Order Digital Integrator
The aim of this paper is to design fractional order digital integrator and implement it on FPGA. Optimized coefficients of second order infinite impulse response system is determined using nature inspired Ant Lion Optimization algorithm such that the frequency response of IIR based FODI becomes equivalent to the ideal frequency response of FODI. Comparison of the proposed IIR-FODI with the existing literature in terms of frequency magnitude response, absolute magnitude error and root mean square magnitude error is reported. Transposed direct form II architecture is used to realize the design on Xilinx Virtex-7 FPGA through system generator for DSP design tool. Post implementation, input output waveforms, resource utilization and critical path delay for fixed point and floating point data representation is presented.
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