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1710.02913
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Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial
9 October 2017
Mingzhe Chen
Ursula Challita
Walid Saad
Changchuan Yin
Mérouane Debbah
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Papers citing
"Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial"
35 / 35 papers shown
Design of Cavity Backed Slotted Antenna using Machine Learning Regression Model
International Conference on Innovative Computing and Cloud Computing (ICCC), 2025
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Anjana PK
Rohit Bisariya
Soumya KK
Gopal Chawan M
198
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26 Feb 2025
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
IEEE Communications Surveys and Tutorials (COMST), 2023
Yandong Shi
Lixiang Lian
Yuanming Shi
Zixin Wang
Yong Zhou
Liqun Fu
Lin Bai
Jun Zhang
Wei Zhang
AI4CE
255
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03 Jan 2023
Machine Learning and Artificial Intelligence in Next-Generation Wireless Network
Wafeeq Iqbal
Wei Wang
Ting Zhu
82
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0
30 Dec 2021
Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey
A. Abdellatif
N. Mhaisen
Z. Chkirbene
Amr M. Mohamed
A. Erbad
Mohsen Guizani
OffRL
AI4TS
176
28
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05 Aug 2021
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM
Chaouki Ben Issaid
Anis Elgabli
Jihong Park
M. Bennis
Mérouane Debbah
FedML
210
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0
14 Sep 2020
Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs
Bofu Yang
Xuelin Cao
Chau Yuen
Lijun Qian
282
132
0
18 Aug 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Proceedings of the IEEE (Proc. IEEE), 2020
Jihong Park
S. Samarakoon
Anis Elgabli
Joongheon Kim
M. Bennis
Seong-Lyun Kim
Mérouane Debbah
274
176
0
06 Aug 2020
Integrated Methodology to Cognitive Network Slice Management in Virtualized 5G Networks
Xenofon Vasilakos
N. Nikaein
D. Lorenz
Berkay Koksal
Nasim Ferdosian
36
11
0
11 May 2020
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks
IEEE Transactions on Mobile Computing (IEEE TMC), 2019
Y. Sagduyu
Yi Shi
T. Erpek
AAML
221
91
0
01 Nov 2019
DeepWiFi: Cognitive WiFi with Deep Learning
IEEE Transactions on Mobile Computing (IEEE TMC), 2019
Kemal Davaslioglu
S. Soltani
T. Erpek
Y. Sagduyu
143
50
0
29 Oct 2019
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification
IEEE Military Communications Conference (MILCOM), 2019
S. Soltani
Y. Sagduyu
Raqibul Hasan
Kemal Davaslioglu
Hongmei Deng
T. Erpek
120
34
0
13 Oct 2019
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments
International Symposium on Dynamic Spectrum Access Networks (DySPAN), 2019
Yi Shi
Kemal Davaslioglu
Y. Sagduyu
William C. Headley
Michael Fowler
Gilbert Green
118
105
0
25 Sep 2019
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence
IEEE Internet of Things Journal (IEEE IoT Journal), 2019
Shuiguang Deng
Hailiang Zhao
Weijia Fang
Yuxiang Cai
Schahram Dustdar
Albert Y. Zomaya
356
715
0
02 Sep 2019
Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
Proceedings of the IEEE (Proc. IEEE), 2019
Le Liang
Hao Ye
Guanding Yu
Geoffrey Ye Li
175
218
0
07 Jul 2019
A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art
IEEE Access (IEEE Access), 2019
Quoc-Viet Pham
Fang Fang
H. Vu
Md. Jalil Piran
Mai Le
L. Le
Won Joo Hwang
Z. Ding
240
654
0
20 Jun 2019
Analysis of Memory Capacity for Deep Echo State Networks
International Conference on Machine Learning and Applications (ICMLA), 2018
Xuanlin Liu
Mingzhe Chen
Changchuan Yin
Walid Saad
GNN
52
7
0
11 Jun 2019
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
IFIP Working Conference on Database Semantics (IWDS), 2019
Amin Azari
P. Papapetrou
S. Denic
Gunnar Peters
AI4TS
94
85
0
03 Jun 2019
Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach
IEEE Internet of Things Journal (IEEE IoT Journal), 2019
Yue Xu
Wenjun Xu
Zhi Wang
Jiaru Lin
Shuguang Cui
183
76
0
03 Jun 2019
Machine Learning in the Air
IEEE Journal on Selected Areas in Communications (JSAC), 2019
Deniz Gunduz
Paul de Kerret
N. Sidiropoulos
David Gesbert
C. Murthy
M. Schaar
AI4CE
150
204
0
28 Apr 2019
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop
Francesco Restuccia
Tommaso Melodia
106
54
0
12 Mar 2019
Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey
Jithin Jagannath
Nicholas Polosky
Anu Jagannath
Francesco Restuccia
Tommaso Melodia
276
251
0
23 Jan 2019
A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks
Bho Matthiesen
Alessio Zappone
Karl-Ludwig Besser
Eduard Axel Jorswieck
Merouane Debbah
124
13
0
17 Dec 2018
Wireless Network Intelligence at the Edge
Jihong Park
S. Samarakoon
M. Bennis
Mérouane Debbah
290
554
0
07 Dec 2018
Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients
Bleema Rosenfeld
Osvaldo Simeone
Bipin Rajendran
109
18
0
23 Oct 2018
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
Nguyen Cong Luong
D. Hoang
Shimin Gong
Dusit Niyato
Ping Wang
Ying-Chang Liang
Dong In Kim
OffRL
231
1,630
0
18 Oct 2018
Band Assignment in Dual Band Systems: A Learning-based Approach
Daoud Burghal
Rui Wang
A. Molisch
110
11
0
02 Oct 2018
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues
Yaohua Sun
M. Peng
Yangcheng Zhou
Yuzhe Huang
S. Mao
185
482
0
24 Sep 2018
Deep Learning for Launching and Mitigating Wireless Jamming Attacks
IEEE Transactions on Cognitive Communications and Networking (TCCN), 2018
T. Erpek
Y. Sagduyu
Yi Shi
AAML
181
202
0
03 Jul 2018
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems
A. Ferdowsi
Ursula Challita
Walid Saad
N. Mandayam
AAML
292
99
0
02 May 2018
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
Ursula Challita
A. Ferdowsi
Mingzhe Chen
Walid Saad
183
191
0
15 Apr 2018
Deep Learning in Mobile and Wireless Networking: A Survey
IEEE Communications Surveys and Tutorials (COMST), 2018
Chaoyun Zhang
P. Patras
Hamed Haddadi
357
1,423
0
12 Mar 2018
Deep Learning for Signal Authentication and Security in Massive Internet of Things Systems
IEEE Transactions on Communications (IEEE Trans. Commun.), 2018
A. Ferdowsi
Walid Saad
AAML
132
130
0
01 Mar 2018
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management
Ursula Challita
Walid Saad
C. Bettstetter
158
322
0
16 Jan 2018
Deep Learning for Reliable Mobile Edge Analytics in Intelligent Transportation Systems
A. Ferdowsi
Ursula Challita
Walid Saad
96
178
0
12 Dec 2017
Deep Learning-Based Dynamic Watermarking for Secure Signal Authentication in the Internet of Things
A. Ferdowsi
Walid Saad
120
85
0
03 Nov 2017
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