Fourier Transforms - High-tech Application and Current Trends

Abstract

Electrical motors are vital components of many industrial processes and their operation failure leads losing in the production line. Motor functionality and its behavior should be monitored to avoid production failure catastrophe. Hence, a high‐tech DSP processor is a significant method for electrical harmonic analysis that can be realized as embedded systems. This chapter introduces the principal embedded design of novel high‐tech 1024‐point FFT processor architecture for high-performance harmonic measurement techniques. In FFT processor algorithm pipelining and parallel implementation is incorporated in order to enhance the performance. The proposed FFT makes use of floating point to realize higher precision FFT. Since floating‐point architecture limits the maximum clock frequency and increases the power consumption, the chapter focuses on improving the speed, area, resolution and power consumption, as well as latency for the FFT. It illustrates very large‐scale integration (VLSI) implementation of the floating‐point parallel pipelined (FPP) 1024‐point Radix II FFT processor with applying novel architecture that makes use of only single butterfly incorporation of intelligent controller. The functionality the conventional Radix II FFT was verified as embedded in FPGA prototyping. For area and power consumption, the proposed Radix II FPP‐FFT was optimized in ASIC under Silterra 0.18 μm and Mimos 0.35 μm technology libraries.