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4SQR-Code:一个四态QR码生成模型,用于增加数字双胞胎框架中的数据存储能力
Ababil Islam Udoy1, Muhammad Aminur Rahaman1, Md Jahidul Islam1
1Department of CSE, Green University of Bangladesh, Purbachal American City, Kanchan, Rupganj, Narayanganj-1461, Dhaka, Bangladesh.
Journal of advanced research
|October 20, 2023
概括
这项研究引入了一种新的4个状态QR (4SQR) 代码,将工业物联网应用程序的数据存储容量翻一番. 新的QR码使用先进的图案和YOLO V5进行高效的编码和解码.
科学领域:
- 计算机科学 计算机科学
- 工程 工程师 工程师 工程师
背景情况:
- 快速响应 (QR) 代码在电子交易和工业中广泛使用.
- 工业物联网 (IIoT) 可以从QR码的灵活性中受益,但传统的QR码具有有限的数据存储.
- 增加QR码容量的现有方法是有限的.
研究的目的:
- 增强QR码的数据存储容量,专门用于IIoT领域.
主要方法:
- 开发了一个使用基于四态模式的编码技术的四态QR (4SQR) 代码,结合了四种模式 (黑方框,白方框,三角形,圆形).
- 实现了一个自适应的YOLO V5算法来将4SQR代码图像解码回原始数据.
主要成果:
- 在数字双胞胎框架中成功测试了4SQR代码编码和解码模块.
- 使用3000个随机测试样本,证明成功转换为4SQR代码图像和准确的数据检索.
结论:
- 拟议的4SQR码技术有效地将数据存储容量与传统的2状态QR码相比增加了一倍.
- 这一进步为数据密集型IIoT应用提供了显著的改进.
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