用于传感器内计算的光电子设备
Qinqi Ren1,2, Chaoyi Zhu1,2, Sijie Ma1,2
1Department of Applied Physics, The Hong Kong Polytechnic University, Kowloon, Hong Kong, 999077, China.
Advanced materials (Deerfield Beach, Fla.)
|July 15, 2024
概括
传感器内计算集成了传感器内部的处理,以管理来自不断增加的感觉节点的大量数据. 这种方法通过在源头压缩和结构化数据来提高效率,解决功率,带宽和延迟方面的挑战.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 材料科学 材料科学 材料科学
背景情况:
- 越来越多的感官节点产生了大量的非结构化数据,这给传输,存储和处理带来了挑战.
- 在传感终端进行高效的数据压缩和结构化对于管理这种数据泛滥至关重要.
- 传感器内计算整合了传感器中的感知,记忆和处理,以应对这些挑战.
研究的目的:
- 探索用于传感器内视觉处理的电子,光学和光电子硬件的功能.
- 检查光电子设备的硬件实现,以压缩和结构化多维视觉信息.
- 研究用于传感器内计算操作的光电子设备中的电阻开关机制.
主要方法:
- 采用视觉传感器作为传感器内视觉处理的案例研究.
- 检查用于数据压缩和结构化的光电子设备的硬件实现.
- 在挥发性和非挥发性光电子设备中探索电阻开关机制.
主要成果:
- 展示光电子设备在传感器内进行视觉处理的能力,包括数据压缩和结构化.
- 对这些设备操作的基本阻力开关机制的分析.
- 确定有效处理多维视觉数据的潜力.
结论:
- 传感器内计算,特别是使用光电子设备,为大量传感数据的高效处理提供了有前途的解决方案.
- 光电子设备的硬件实现可以在传感器层面有效地压缩和结构化视觉信息.
- 光电子设备的未来发展为推进传感器内计算能力提供了巨大的潜力.
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