Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial

9 October 2017

Mérouane Debbah

Papers citing "Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial"

23 / 23 papers shown

Title
Machine Learning and Artificial Intelligence in Next-Generation Wireless Network Wafeeq Iqbal Wei Wang Ting Zhu 14 10 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 20 21 0 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 33 13 0 14 Sep 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 34 161 0 06 Aug 2020
Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks Y. Sagduyu Yi Shi T. Erpek AAML 27 83 0 01 Nov 2019
DeepWiFi: Cognitive WiFi with Deep Learning Kemal Davaslioglu S. Soltani T. Erpek Y. Sagduyu 21 45 0 29 Oct 2019
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification S. Soltani Y. Sagduyu Raqibul Hasan Kemal Davaslioglu Hongmei Deng T. Erpek 25 31 0 13 Oct 2019
Edge Intelligence: The Confluence of Edge Computing and Artificial Intelligence Shuiguang Deng Hailiang Zhao Weijia Fang Jianwei Yin Schahram Dustdar Albert Y. Zomaya 74 606 0 02 Sep 2019
Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks Le Liang Hao Ye Guanding Yu Geoffrey Ye Li 30 194 0 07 Jul 2019
A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art Viet Quoc Pham Fang Fang H. Vu Md. Jalil Piran Mai Le L. Le W. Hwang Z. Ding 23 597 0 20 Jun 2019
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA Amin Azari P. Papapetrou S. Denic Gunnar Peters AI4TS 17 71 0 03 Jun 2019
Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach Yue Xu Wenjun Xu Zhi Wang Jiaru Lin Shuguang Cui 24 69 0 03 Jun 2019
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop Francesco Restuccia Tommaso Melodia 31 44 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 33 228 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 6 13 0 17 Dec 2018
Wireless Network Intelligence at the Edge Jihong Park S. Samarakoon M. Bennis Mérouane Debbah 21 518 0 07 Dec 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 57 1,423 0 18 Oct 2018
Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues Yaohua Sun M. Peng Yangcheng Zhou Yuzhe Huang S. Mao 19 431 0 24 Sep 2018
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems A. Ferdowsi Ursula Challita Walid Saad N. Mandayam AAML 55 94 0 02 May 2018
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs Ursula Challita A. Ferdowsi Mingzhe Chen Walid Saad 19 171 0 15 Apr 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 45 1,306 0 12 Mar 2018
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management Ursula Challita Walid Saad C. Bettstetter 24 294 0 16 Jan 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,174 0 02 Feb 2017