JOURNAL ARTICLE

DCT Implementation on a Custom FPGA RISC-V Processor

Abstract

This paper presents our implementation of an Out-of-Order RISC-V core design. The increasing relevance of open-standard computer architectures and corresponding tools makes the development of custom hardware an increasingly attractive alternative to off-the-shelf components. RISC-V is such an open Instruction Set Architecture (ISA) that has become widely used in recent years, especially in low-cost microcontrollers, but also in high-performance computing in recent years. Here we showcase a custom-developed core capable of executing the Discrete Cosine Transform algorithm which gives the core potential uses in image and video processing. Problems with developing such a core are presented and future possibilities and improvements are discussed.

Keywords:
Reduced instruction set computing Computer science Microcontroller Field-programmable gate array Instruction set Discrete cosine transform Embedded system Computer architecture Multi-core processor Set (abstract data type) Computer hardware Image (mathematics) Parallel computing Artificial intelligence

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Topics

CCD and CMOS Imaging Sensors
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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