生物启发的传感器内多模式融合,用于增强空间和时空关联
Sijie Ma1,2, Yue Zhou1,2, Tianqing Wan1,2
1Department of Applied Physics, The Hong Kong Polytechnic University, Kowloon, Hong Kong 999077, People's Republic of China.
Nano letters
|May 28, 2024
概括
这项研究引入了生物灵感的传感器内多式融合,增强感知并减少数据传输. 这种新的方法将感觉信息直接集成到传感器中,以实现更高效的处理.
科学领域:
- 传感器技术 传感器技术
- 人工智能的人工智能是人工智能.
- 生物启发工程是生物启发的工程.
背景情况:
- 多模态感知比单模态感知提供了优势.
- 当前系统在计算终端的信号合并过程中经常会丢失时空信息.
- 高的数据传输和时间标记要求使现有的多式联运系统复杂化.
研究的目的:
- 开发一种由生物系统启发的传感器内多式融合方法.
- 为了提高全面的感知,同时最大限度地减少数据传输.
- 克服传统多式联络信号处理的局限性.
主要方法:
- 使用具有可重新配置光响应可塑性的浮式门光晶体管.
- 使用非挥发性和挥发性光响应模式实现敏捷的空间和时空融合.
- 整合视觉触觉信号用于空间估计和视觉音频信号用于动态事件识别.
主要成果:
- 实现了视觉触觉信号的敏捷空间融合,以获得最佳的空间估计.
- 展示了视听信号的实时时空融合,用于动态事件识别.
- 成功执行了一项舞蹈音乐同步任务,而不需要时间.
结论:
- 在传感器内的多式联接增强了感知,减少了数据传输.
- 开发的方法简化了多式联运一体化系统.
- 这项工作扩展了传感器内计算范式,用于先进的感官处理.
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