Deep Learning-Based Synchronization for Uplink NB-IoT

Faycal Ait Aoudia,Jakob Hoydis,Sebastian Cammerer,Matthijs Van Keirsbilck,Alexander Keller

2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022)（2022）

引用 4|浏览33

关键词

3GPP,3rd Generation Partnership Project,5G New Radio specifications,5G NR specifications,base station,battery lifetime,carrier frequency,carrier frequency offset estimation,channel conditions,device detection,false negative rate,false positive rate,gain 8.0 dB,https://github.com/NVlabs/nprach_synch/,narrowband internet of things,narrowband physical random-access channel,neural network-based algorithm,NN architecture,NPRACH,preamble length,preamble structure,random-access channel,residual convolutional networks,synchronization method,time of arrival,ToA,transmission probabilities,uplink NB-IoT,urban microcell channel model,user devices

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