A Road Self-Guided Hardware-Based Demo System

被引:0
|
作者
Lam Duc Khai [1 ,2 ]
Trinh Viet Hoang [1 ,2 ]
机构
[1] Univ Informat Technol, Fac Comp Engn, Ho Chi Minh City, Vietnam
[2] Vietnam Natl Univ, Fac Comp Engn, Ho Chi Minh City, Vietnam
关键词
road navigation; hardware; line detection; Hough Line Transform; CORDIC; Sobel; ROBOT NAVIGATION;
D O I
10.1109/ACOMP53746.2021.00028
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces a road self-guide demo system using a full hardware algorithm implemented on FPGA in order to detect two painted lines on the road serving for direction navigation. This system focuses on processing images captured from the complicated environment including noise and different lighting conditions by a single camera in the real-time. The architecture allows to develop a hardware algorithm CORDIC from a software algorithm Hough Line Transform to detect a line shape model. For real-time processing approach, the Dual-ports SRAM combined with the pipeline architecture embedded in its read/write operations are implemented. This system was implemented and successfully proved in an Altera DE2-70 FPGA Development Kit. To prove the real-time processing of hardware system, the timing diagrams are analyzed. In addition, the comparison between the hardware implementation and programming one is conducted to illustrate the benefit of hardware solution on the performance.
引用
收藏
页码:156 / 161
页数:6
相关论文
共 50 条
  • [1] Self-guided System Design based on Mobile Platform
    Yuan, Gao
    [J]. 2014 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA), 2014, : 624 - 627
  • [2] A Hardware-Based Caching System on FPGA NIC for Blockchain
    Sakakibara, Yuma
    Morishima, Shin
    Nakamura, Kohei
    Matsutani, Hiroki
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2018, E101D (05) : 1350 - 1360
  • [3] SISLOC Project: Hardware-Based Speaker Verification System
    Petry, Adriano
    Zanuz, Adriano
    Marchioro, Gilberto
    Barone, Dante
    de Lima Kastensmidt, Fernanda Gusmao
    [J]. ICIAS 2007: INTERNATIONAL CONFERENCE ON INTELLIGENT & ADVANCED SYSTEMS, VOLS 1-3, PROCEEDINGS, 2007, : 1293 - +
  • [4] On a graphics hardware-based vortex detection and visualization system
    S. Stegmaier
    T. Ertl
    [J]. Journal of Visualization, 2005, 8 : 153 - 160
  • [5] Self-Guided Adaptive and Interactive Hypermedia Courseware system
    Wang, Y
    Liu, WY
    He, D
    Zhu, GX
    [J]. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2002, PROCEEDING, 2002, 2532 : 534 - 539
  • [6] Hardware-based JPEG 2000 video coding system
    Schuchter, Arthur R.
    Uhl, Andreas
    [J]. REAL-TIME IMAGE PROCESSING 2007, 2007, 6496
  • [7] HARDWARE-BASED ADAPTIVE SYSTEM FOR DISCRIMINATION OF NEURONAL SPIKES
    NAKAO, M
    OHMURA, K
    SATO, R
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1988, 26 (04) : 360 - 366
  • [8] On a graphics hardware-based vortex detection and visualization system
    Stegmaier, S
    Ertl, T
    [J]. JOURNAL OF VISUALIZATION, 2005, 8 (02) : 153 - 160
  • [9] A graphics hardware-based vortex detection and visualization system
    Stegmaier, S
    Ertl, T
    [J]. IEEE VISUALIZATION 2004, PROCEEEDINGS, 2004, : 195 - 202
  • [10] Self-Guided Quantum Tomography
    Ferrie, Christopher
    [J]. PHYSICAL REVIEW LETTERS, 2014, 113 (19)