Deep Learning-Based Solutions for 5G Network and 5G-Enabled Internet of Vehicles: Advances, Meta-Data Analysis, and Future Direction

Table 1

5G wireless mobile technology mostly applied deep learning algorithm.

References	5G technology
Bega et al. [26]; Thantharate et al. [98]; Abiko et al. [56]; Zhao et al. [49]; Abidi et al. [70]; Khan et al. [72]	Slice
Dai et al. [40]	Caching scheme
Dong et al. [41]	Hybrid 5G service
Gante et al. [27]; Yu et al. [104]; Cheng et al. [36]; Kaya and Viswanathan [73]; Zhang et al. [74]	mmWave
Huang et al. [68]	Traffic loads
Huang et al. [28]	Channel information
Kim et al. [92]	Massive MIMO
Kim et al. [62]	Sparse code multiple access
Klautau et al. [15]	Beam
Lei et al. [61]; Yu et al. [53]	Cache
Luo et al. [67]	Channel state information
Luo et al. [69]	Power transmission
Maimó et al. [76]; Doan and Zhang [34]; Chen et al. [83]; Maimó et al. [78]	Traffic flow
Ning et al. [42]; Ahmed et al. [35]	Spectrum
Ozturk et al. [81]; Klus et al. [32]	Handover
Pang et al. [12]	Intelligent cache scheme
Razaak et al. [89]	5G fixed wireless
Sadeghi et al. [43]	Scalable cache
Shahriari et al. [39]	Load balancing
Sundqvist et al. [79]; Abbas et al. [90]; Ali et al. [100]	Random access network
He et al. [29]	MU-MIMO
Li et al. [44]	Chaining
Xia et al. [45]	Multicell MEC
Saetan et al. [93]	Nonorthogonal multiple access
Pradhan and Das [48]; Li and Zhang [52]	Ultrareliable low-latency
Ho et al. [50]	5G-V2X
Tang et al. [47]; Xu et al. [38]	5G heterogeneous network
Chergui and Verikoukis [99]	Service level agreement
El Boudani et al. [97]; Guan et al. [37]; Rathore et al. [101]; Ullah et al. [86]	5G IoT network
Xie et al. [51]	5G MEC
Hussain et al. [30]	5G cyber physical system
Butt et al. [95]	User equipment positioning in 5G
Godala et al. [31]	5G new radio
Yu et al. [104]; Yu et al. [9]	Cloud radio access network
Liu et al. [82]	Virtual small cell
Mismar et al. [54]	Joint beamforming
Sim et al. [96]	New radio
Memon et al. [84]	Discontinue reception
Saeidian et al. [55]	Downlink power control
Alhazmi et al. [33]; Ahmed et al. [10]; Gumaei et al. [85]	5G signal
Clement et al. [71]	Modulation for 5G
Giannopoulos et al. [57]	5G cognitive
Gu et al. [58]; Dinh et al. [59]	Quality of service