An inexpensive wireless smart camera system for IoT applications based on an ARM Cortex-M7 microcontroller

Marcel Tresanchez Ribes, Alex Pujol, T. Pallejà, David Martínez, Eduard Clotet, J. Palacín
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引用次数: 6

Abstract

This paper presents a new proposal of a low-cost and low-power wireless smart camera device, designed to be used as an inexpensive smart image acquisition edge node for Internet of Things (IoT). Taking the advantages of the ARM CortexM7 microcontrollers, a high-performance STM32F7 microcontroller is used as a main digital signal processor (DSP) to acquire and transfer images at full rate, keeping the core idle to do real-time image processing. In order to design a very compact, low-cost and low-power wireless image sensor node, the DSP is supported by an embedded 1.3 Mega Pixel CMOS camera sensor and a low consumption 2.4GHz Wi-Fi module. This setup allows a custom build-in image processing algorithm for specific IoT sensing applications or a simply setup as low-cost streaming Motion JPEG (MJPEG) wireless camera node. In this work, both configurations have been tested and analyzed. Results show that the device can acquire and process images simultaneously at a full rate (30 fps) and the MJPEG transmission reaches 7.23 fps with a QVGA resolution.
基于ARM Cortex-M7微控制器的物联网应用廉价无线智能摄像头系统
本文提出了一种低成本、低功耗的无线智能摄像设备的设计方案,旨在作为物联网(IoT)中廉价的智能图像采集边缘节点。利用ARM CortexM7微控制器的优势,采用高性能STM32F7微控制器作为主数字信号处理器(DSP),以全速率采集和传输图像,使核心空闲以进行实时图像处理。为了设计一个非常紧凑、低成本和低功耗的无线图像传感器节点,DSP由嵌入式1.3百万像素CMOS相机传感器和低功耗2.4GHz Wi-Fi模块支持。这种设置允许为特定的物联网传感应用定制内置图像处理算法,或者简单地设置为低成本的流式运动JPEG (MJPEG)无线摄像机节点。在这项工作中,这两种配置都进行了测试和分析。实验结果表明,该装置能够以全速率(30 fps)同时采集和处理图像,在QVGA分辨率下,MJPEG传输速率达到7.23 fps。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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