发明名称 Doppler effect processing in a neural network model
摘要 A method of frequency discrimination associated with the Doppler effect is presented. The method includes mapping a first signal to a first plurality of frequency bins and a second signal to a second plurality of frequency bins. The first signal and the second signal corresponding to different times. The method also includes firing a first plurality of neurons based on contents of the first plurality of frequency bins and firing a second plurality of neurons based on contents of the second plurality of frequency bins.
申请公布号 US9449272(B2) 申请公布日期 2016.09.20
申请号 US201314066570 申请日期 2013.10.29
申请人 QUALCOMM INCORPORATED 发明人 Marshall Robert William;Majumdar Somdeb
分类号 G06N3/04 主分类号 G06N3/04
代理机构 Seyfarth Shaw LLP 代理人 Seyfarth Shaw LLP
主权项 1. A method of frequency discrimination associated with a Doppler effect, comprising: mapping a first frequency of a first audio signal to a first set of frequency bins of a plurality of frequency bins, each frequency bin of the plurality of frequency bins corresponding to a different frequency, and the first audio signal emitted from a moving object at a first time; mapping a second frequency of a second audio signal to a second set of the plurality of frequency bins, the second audio signal emitted from the moving object at a second time; firing a first plurality of neurons based at least in part on the first frequency mapped to the first set of frequency bins, each one of the first plurality of neurons corresponding to a frequency bin of the first set of frequency bins; firing a second plurality of neurons based at least in part on the second frequency mapped to the second set of frequency bins, each one of the second plurality of neurons corresponding to a frequency bin of the second set of frequency bins, the first plurality of neurons and the second plurality of neurons corresponding to a first layer of neurons of a network, and the firing of the first plurality of neurons and the second plurality of neurons based at least in part on a relative speed of the moving object towards or away from a receiver of the first audio signal and the second audio signal; and estimating the relative speed of the moving object based on a firing pattern of the first plurality of neurons and the second plurality of neurons and a time difference between firing the first plurality of neurons and the second plurality of neurons.
地址 San Diego CA US