• Title/Summary/Keyword: Embedded Processor system

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A Performance Study of Embedded Multicore Processor Architectures (임베디드 멀티코어 프로세서의 성능 연구)

  • Lee, Jongbok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.1
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    • pp.163-169
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    • 2013
  • Recently, the importance of embedded system is growing rapidly. In-order to satisfy the real-time constraints of the system, high performance embedded processor is required. Therefore, as in general purpose computer systems, embedded processor should be designed as multicore architecture as well. Using MiBench benchmarks as input, the trace-driven simulation has been performed and analyzed for the 2-core to 16-core embedded processor architectures with different types of cores from simple RISC to in-order and out-of-order superscalar processors, extensively. As a result, the achievable performance is as high as 23 times over the single core embedded RISC processor.

Fast Laser Triangular Measurement System using ARM and FPGA (ARM 및 FPGA를 이용한 고속 레이저 삼각측량 시스템)

  • Lee, Sang-Moon
    • IEMEK Journal of Embedded Systems and Applications
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    • v.8 no.1
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    • pp.25-29
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    • 2013
  • Recently ARM processor's processing power has been increasing rapidly as it has been applied to consumer electronics products. Because of its computing power and low power consumption, it is used to various embedded systems.( including vision processing systems.) Embedded linux that provides well-made platform and GUI is also a powerful tool for ARM based embedded systems. So short period to develop is one of major advantages to the ARM based embedded system. However, for real-time date processing applications such as an image processing system, ARM needs additional equipments such as FPGA that is suitable to parallel processing applications. In this paper, we developed an embedded system using ARM processor and FPGA. FPGA takes time consuming image preprocessing and numerical algorithms needs floating point arithmetic and user interface are implemented using the ARM processor. Overall processing speed of the system is 60 frames/sec of VGA images.

An Implementation of Linux Device Drivers of Nios II Embedded Processor System for Image Surveillance System (영상 감시 시스템을 위한 Nios II 임베디드 프로세서 시스템의 Linux 디바이스 드라이버 구현)

  • Kim, Dong-Jin;Jung, Young-Bee;Kim, Tae-Hyo;Park, Young-Seak
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.3
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    • pp.362-367
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    • 2010
  • In this paper, we describe implementation of FPGA-based Nios II embedded processor system and linux device driver for image monitoring system which is supplement weakness for fixed surveillance area of existing CCTV system and by manual operation of the camera's moving. Altera Nios II processor 8.0 is supported MMU which is stable and efficient managed memory. We designed the image monitoring and control system by using Altera Nios II soft-core processor system which is flexible in various application and excellent adaptability. By implementation of camera device driver and VGA decvice driver for Linux-based Nios II system, we implemented image serveillance system for Nios II embedded processor system.

Effects of DRAM in The Embedded Processor Performance (DRAM이 임베디드 프로세서의 성능에 끼치는 영향)

  • Lee, Jong-Bok
    • Journal of Digital Contents Society
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    • v.18 no.5
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    • pp.943-948
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    • 2017
  • Currently, embedded systems designed for specific applications are used extensively in consumer electronics, smart phones, autonomous vehicles, robots, and plant control, etc. In addition, the importance of DRAM, which has a great influence on the performance of an embedded processor constituting an embedded system, has been increasing day by day, and research on DRAM has been actively conducted in industry and academia. Therefore, it is important to have a more accurate DRAM model in order to obtain reliable results when evaluating the performance of an embedded processor through simulation. In this paper, we developed an embedded processor simulator capable of interworking with a DRAM simulator. We also analyzed the influence of the DRAM model, which operates correctly on a cycle-by-cycle basis, on the performance of the embedded processor by using the MiBench embedded benchmark.

Embedded System for Video Coding with Logic-Enhanced DRAM and Configurable Processor

  • Kaya, Toshiyuki;Miyamoto, Ryusuke;Onoye, Takao;Shirakawa, Isao
    • Proceedings of the IEEK Conference
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    • 2002.07a
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    • pp.216-219
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    • 2002
  • A novel approach of embedded systems for video coding is introduced with the main theme focused on logic-enhanced DRAM and configurable processor. This approach is aiming at reducing high computational costs and frequent memory accessing, which embedded systems are suffering with in the execution of video coding. According Co the software execution analysis, large size functions with intensive memory accesses are tuned to be executed by the logic-enhanced DRAM while small size functions repeatedly called are to be executed by dedicated instructions, which are newly introduced in the configurable processor. The proposed system can speed up H.263 video coding algorithm 7.4 times in comparison with the conventional embedded processor based system.

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Implementation and Performance Evaluation of Vector based Rasterization Algorithm using a Many-Core Processor (매니코어 프로세서를 이용한 벡터 기반 래스터화 알고리즘 구현 및 성능평가)

  • Shon, Dong-Koo;Kim, Jong-Myon
    • IEMEK Journal of Embedded Systems and Applications
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    • v.8 no.2
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    • pp.87-93
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    • 2013
  • In this paper, we implemented and evaluated the performance of a vector-based rasterization algorithm of 3D graphics using a SIMD-based many-core processor that consists of 4,096 processing elements. In addition, we compared the performance and efficiency of the rasterization algorithm using the many-core processor and commercial GPU (Graphics Processing Unit) system which consists of 7 GPUs and each of which have 512 cores. Experimental results showed that the SIMD-based many-core processor outperforms the commercial GPU system in terms of execution time (3.13x speedup), energy efficiency (17.5x better), and area efficiency (13.3x better). These results demonstrate that the SIMD-based many-core processor has potential as an embedded mobile processor.

An Implementation of SoC FPGA-based Real-time Object Recognition and Tracking System (SoC FPGA 기반 실시간 객체 인식 및 추적 시스템 구현)

  • Kim, Dong-Jin;Ju, Yeon-Jeong;Park, Young-Seak
    • IEMEK Journal of Embedded Systems and Applications
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    • v.10 no.6
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    • pp.363-372
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    • 2015
  • Recent some SoC FPGA Releases that integrate ARM processor and FPGA fabric show better performance compared to the ASIC SoC used in typical embedded image processing system. In this study, using the above advantages, we implement a SoC FPGA-based Real-Time Object Recognition and Tracking System. In our system, the video input and output, image preprocessing process, and background subtraction processing were implemented in FPGA logics. And the object recognition and tracking processes were implemented in ARM processor-based programs. Our system provides the processing performance of 5.3 fps for the SVGA video input. This is about 79 times faster processing power than software approach based on the Nios II Soft-core processor, and about 4 times faster than approach based the HPS processor. Consequently, if the object recognition and tracking system takes a design structure combined with the FPGA logic and HPS processor-based processes of recent SoC FPGA Releases, then the real-time processing is possible because the processing speed is improved than the system that be handled only by the software approach.

Impact Analysis of the Processor Alteration on Embedded Computer (임베디드 컴퓨터에서 프로세서 변경에 따른 영향 분석)

  • Kim, Hyung-Moon
    • Journal of the Korea Institute of Military Science and Technology
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    • v.10 no.2
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    • pp.115-125
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    • 2007
  • The ubiquitous embedded computers are firmly established as the basic electronic component of design that control military systems. Such applications can be found everywhere in the field of military system. A embedded computer is required to redesign when system needs performance upgrade or production-state of processor is NRND or EOL. This paper describes a scheme about impact analysis of designing processor alteration on embedded computer. In this case, hardware architecture and interrupt source of target system must be considered. Also, performance and throughput of that must be analyzed.

Design of Stand-alone AI Processor for Embedded System (독립운용이 가능한 임베디드 인공지능 프로세서 설계)

  • Cho, Kwon Neung;Choi, Do Young;Jeong, Young Woo;Lee, Seung Eun
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.600-602
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    • 2021
  • With the development of the mobile industry and growing interest in artificial intelligence (AI) technology, a lot of research for AI processors which applicable to embedded systems is under study. When implementing AI to embedded systems, the design should be considered the restriction of resource and power consumption. Moreover, it is efficient to include a dedicated hardware accelerator in order to complement the low computational performance of the embedded system. In this paper, we propose an stand-alone embedded AI processor. The proposed AI processor includes a hardware accelerator that is dedicated to the distance-based AI algorithm and a general-purpose MCU that supports flexible programmability for application to various embedded systems. The AI processor was designed with Verilog HDL and verified by implementing on Field Programmable Gate Array (FPGA).

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Construction of an Automatic Generation System of Embedded Processor Cores (임베디드 프로세서 코어 자동생성 시스템의 구축)

  • Cho Jae-Bum;You Yong-Ho;Hwang Sun-Young
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.6A
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    • pp.526-534
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    • 2005
  • This paper presents the structure and function of the system which automatically generates embedded processor cores using the SMDL. Accepting processor description in the SDML, the proposed system generates the processor core, consisting of the pipelined datapath and memory modules together with their control unit. The generated cores support muti-cycle instructions for proper handling of memory accesses, and resolve pipeline hazards encountered in the pipelined processors. Experimental results show the functional accuracy of the generated cores.