National Natural Science Foundation of China [61502055]; HunanScience and Technology Plan Project [2016GK2003]; Research Foundation of Education Bureauof Hunan Province, China [21B0303]; Changsha Municipal Natural Science Foundation [kq2014113]; Hunan Provincial Department of Education [18C0203]
机构署名:
本校为第一机构
院系归属:
电气与信息工程学院
摘要:
The introduction of orthogonal frequency division multiplexing (OFDM) and multiple input multiple output (MIMO) technology enables the new generation of the Internet of Vehicles to have the ability to integrate wireless communication and target tracking. Based on the new Internet of Vehicles, a cooperative convolutional neural network with data-importance-aware (DIA) is proposed.We use wireless channel state information (CSI) to construct a micro Doppler feature data set. A distributed collaborative machine learning method of DIA is proposed to realize the target recognition of the vehicle. Ex...