基于测量线性加速和差异几何学的非惯性参考框架的在线手写识别方法:四分钟的替代方案
Griselda Stephany Abarca Jiménez1, Carmen Caritina Muñoz Garnica2, Mario Alfredo Reyes Barranca2
1Unidad Profesional Interdisciplinaria de Ingeniería Campus Hidalgo (UPIIH), Instituto Politécnico Nacional (IPN), Carretera Pachuca-Actopan Kilómetro 1+500, Distrito de Educación, Salud, Ciencia, Tecnología e Innovación, San Agustín Tlaxiaca 42162, Hidalgo, Mexico.
Micromachines
|August 29, 2024
概括
本研究引入了一种新的数学模型,用于不需要特定的参考表面的手写设备. 该系统使用笔内的惯性传感器来重建痕迹,为传统方法提供了替代方案.
科学领域:
- 工程 工程师 工程师 工程师
- 计算机科学 计算机科学
- 数学 数学 是一个数学.
背景情况:
- 传统的手写设备依赖于特定的参考表面 (SRS) 来进行痕迹重建.
- 现有的系统经常使用外部传感器或基于表面的跟踪,限制了便携性和设计.
研究的目的:
- 开发一个新的手写设备的数学模型.
- 为了使得没有特定的参考表面 (SRS) 的痕迹重建.
- 探索跟踪系统中定向问题的替代方法.
主要方法:
- 使用一个惯性测量单元 (IMU) 和一个微电机 (MEMS) 线性加速度计.
- 开发了一个具有非惯性参考框架的系统,将传感器集成到书写仪器中.
- 研究了两种用于痕迹重建的假设:圆形段和线和圆的组合.
主要成果:
- 证明了使用曲线构造形状的可行性.
- 实现了类似于既定方法的模式识别.
- 验证了系统在没有特定参考表面 (SRS) 的情况下运行的能力.
结论:
- 拟议的数学模型为没有特定参考表面 (SRS) 的手写设备提供了可行的解决方案.
- 这种传感器在笔的方法为数字手写和绘图提供了一个便携式和多功能替代方案.
- 该方法为复杂的定向跟踪场景提供了四微积分的潜在替代方案.
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