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System On Chip (SOC) Design and Its Application in Image Matching Based on Field-Programmable Gate Array (FPGA) Technology and Photoelectric Wireless Sensor Network

机译:基于现场可编程门(FPGA)技术和光电无线传感器网络的芯片(SOC)设计及其在图像匹配中的应用

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The low-power optical wireless sensor network achieves high-speed and stable data transmission under different network modes and hence plays important roles in different industries. Since the microprocessors of ZigBee chip cannot meet the diversified demands, SOC needs to be designed according to the requirements, and constitute the SOC system with the optical wireless sensor network to meet the needs of users. Based on the SOC design process of FPGA, the SOC node is designed with photo-electronic materials, and the MAC sending and receiving function module is designed. Among them, the sending module includes the frame head, the sending data module, the sending state collection module and the frame checking module. The receiving module includes frame header detection module, frame sequence decoding module, address judgment module, receiving data module and frame verification module. The designed SOC chip is applied in the field of image matching. The SIFT algorithm is taken as the research object and the FPGA array of the chip is used as the PL. The CC1020 processor and SOC integrated circuit to constitute PS, management and resource scheduling are conducted with the Linux operating system. In the experiment process of image matching, SIFT integrated circuit is designed based on SOC. The feature points of image are extracted and different types of images are matched and analyzed. It was found that compared with the original image, when the image is compressed into gray image and rotated image, the matching feature number will be reduced; meanwhile, compared with other hardware SIFT circuits, the designed SOC can significantly reduce the time required for image matching which is highly suitable and in align with the market demand.
机译:低功耗光学无线传感器网络在不同的网络模式下实现了高速稳定的数据传输,因此在不同行业中起重要的角色。由于ZigBee芯片的微处理器不能满足多元化的需求,因此需要根据要求设计SOC,并构成具有光学无线传感器网络的SOC系统,以满足用户的需求。基于FPGA的SOC设计过程,SOC节点采用光电材料设计,设计MAC发送和接收功能模块。其中,发送模块包括帧头,发送数据模块,发送状态集合模块和帧检查模块。接收模块包括帧头检测模块,帧序列解码模块,地址判断模块,接收数据模块和帧验证模块。设计的SOC芯片应用于图像匹配领域。 SIFT算法作为研究对象,并且芯片的FPGA阵列用作PL。 CC1020处理器和SOC集成电路构成PS,管理和资源调度是用Linux操作系统进行的。在图像匹配的实验过程中,基于SOC设计SIFT集成电路。提取图像特征点,并匹配和分析不同类型的图像。发现与原始图像相比,当图像被压缩成灰色图像并旋转图像时,将减小匹配的特征号;同时,与其他硬件筛选电路相比,设计的SoC可以显着减少图像匹配所需的时间,这是高度合适的,并且与市场需求保持一致。

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