文件名称:radar
介绍说明--下载内容均来自于网络,请自行研究使用
关键词 :雷达 人工智能 识别
摘要:主要介绍了一种用于手势识别的线性调频雷达,重点介绍了距离-多普勒谱的人工智能信号处理与识别技术。-FMCW radar:
—Intelligent driver assistance systems have become important in the automotive industry. One key element of such systems is a smart user interface that tracks and recognizes drivers’ hand gestures. Hand gesture sensing using traditional computer vision techniques is challenging because of wide vari-
ations in lighting conditions, e.g. inside a car. A short-range radar device can provide additional information, including the
location and instantaneous radial velocity of moving objects. We
describe a novel end-to-end (hardware, interface, and software)
short-range FMCW radar-based system designed to effectively
sense dynamic hand gestures. We provide an effective method
for selecting the parameters of the FMCW waveform and for
jointly calibrating the radar system with a depth sensor. Finally,
we demonstrate that our system guarantees reliable and robust
performance.
摘要:主要介绍了一种用于手势识别的线性调频雷达,重点介绍了距离-多普勒谱的人工智能信号处理与识别技术。-FMCW radar:
—Intelligent driver assistance systems have become important in the automotive industry. One key element of such systems is a smart user interface that tracks and recognizes drivers’ hand gestures. Hand gesture sensing using traditional computer vision techniques is challenging because of wide vari-
ations in lighting conditions, e.g. inside a car. A short-range radar device can provide additional information, including the
location and instantaneous radial velocity of moving objects. We
describe a novel end-to-end (hardware, interface, and software)
short-range FMCW radar-based system designed to effectively
sense dynamic hand gestures. We provide an effective method
for selecting the parameters of the FMCW waveform and for
jointly calibrating the radar system with a depth sensor. Finally,
we demonstrate that our system guarantees reliable and robust
performance.
(系统自动生成,下载前可以参看下载内容)
下载文件列表
(important)fmcw_radar15.pdf
(important)DriverHandGestureFG2015.pdf
(important)S5599-Shalini-Gupta.pdf
(important)S5599-Shalini-Gupta-1.pdf