电话:释放智能手机的声学传感能力
Shirui Cao1, Dong Li1, Sunghoon Ivan Lee1
1University of Massachusetts Amherst.
概括
电话解锁了更高的智能手机音频采样率 (192 kHz),使得精确的手势识别,振动分析,和房间规模的存在检测. 这种软件重新配置扩大了智能手机的传感能力,用于新型应用.
科学领域:
- 计算机科学 计算机科学
- 电气工程 电气工程
- 信号处理 信号处理
背景情况:
- 智能手机的声学传感受限于48kHz的采样率.
- 现有的方法缺乏高级应用程序的分辨率和范围.
研究的目的:
- 为了介绍PowerPhone,一个软件重新配置,使智能手机的音频采样率更高.
- 通过重新配置的智能手机展示增强的传感能力和新应用.
主要方法:
- 逆向设计了100多款智能手机,以确定重新配置的可能性.
- 实现了软件重新配置,以实现192kHz的采样率.
- 进行了基准实验和现场研究.
主要成果:
- 实现1厘米的传感分辨率,使多指手势识别成为可能.
- 启用微米级振动检测 (2微米颗粒度).
- 扩展到6米的传感范围,用于室级人类存在检测.
- 证明了用于家用电器状态检测的超声波泄漏分析.
结论:
- PowerPhone显著提高了智能手机的声学传感能力.
- 重构使以前无法实现的应用程序成为可能,例如设备监控.
- 提供开源文物用于进一步的研究和开发.
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