Faris B. Mismar

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Unsupervised Learning

Wireless Networks

Top Venues

IEEE Trans. Commun.

Publications

Faris B. Mismar, Aliye Özge Kaya
Compression of the Channel State Information with Deep Learning. CoRR (2024)
Faris B. Mismar, Alperen Gündogan, Aliye Özge Kaya, Oleg Chistyakov
Deep Learning for Multi-User Proactive Beam Handoff: A 6G Application. IEEE Access 11 (2023)
Faris B. Mismar, Aliye Özge Kaya
Uncoordinated Interference Avoidance Between Terrestrial and Non-Terrestrial Communications. CoRR (2023)
Faris B. Mismar
A Quick Primer on Machine Learning in Wireless Communications. CoRR (2023)
Faris B. Mismar, Alperen Gündogan, Aliye Ozge Kaya, Oleg Chistyakov
Deep Learning for Multi-User Proactive Beam Handoff: A 6G Application. CoRR (2022)
Faris B. Mismar
Intermodulation Interference Detection in 6G Networks: A Machine Learning Approach. VTC Spring (2022)
Faris B. Mismar, Jakob Hoydis
Unsupervised Learning in Next-Generation Networks: Real-Time Performance Self-Diagnosis. CoRR (2021)
Faris B. Mismar, Ahmad AlAmmouri, Ahmed Alkhateeb, Jeffrey G. Andrews, Brian L. Evans
Deep Learning Predictive Band Switching in Wireless Networks. IEEE Trans. Wirel. Commun. 20 (1) (2021)
Faris B. Mismar, Carlos A. Cabrera
Intermodulation Interference Detection in 6G Networks: A Machine Learning Approach. CoRR (2021)
Faris B. Mismar, Jakob Hoydis
Unsupervised Learning in Next-Generation Networks: Real-Time Performance Self-Diagnosis. IEEE Commun. Lett. 25 (10) (2021)
Abdelrahman Taha, Yu Zhang, Faris B. Mismar, Ahmed Alkhateeb
Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation. SPAWC (2020)
Abdelrahman Taha, Yu Zhang, Faris B. Mismar, Ahmed Alkhateeb
Deep Reinforcement Learning for Intelligent Reflecting Surfaces: Towards Standalone Operation. CoRR (2020)
Faris B. Mismar, Brian L. Evans, Ahmed Alkhateeb
Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. IEEE Trans. Commun. 68 (3) (2020)
Faris B. Mismar, Ahmad AlAmmouri, Ahmed Alkhateeb, Jeffrey G. Andrews, Brian L. Evans
Deep Learning Predictive Band Switching in Wireless Networks. CoRR (2019)
Faris B. Mismar, Brian L. Evans
Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Networks. IEEE Wirel. Commun. Lett. 8 (4) (2019)
Faris B. Mismar, Jinseok Choi, Brian L. Evans
A Framework for Automated Cellular Network Tuning With Reinforcement Learning. IEEE Trans. Commun. 67 (10) (2019)
Faris B. Mismar, Brian L. Evans, Ahmed Alkhateeb
Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. CoRR (2019)
Faris B. Mismar, Brian L. Evans
Deep Learning in Downlink Coordinated Multipoint in New Radio Heterogeneous Networks. CoRR (2018)
Faris B. Mismar, Brian L. Evans
Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. ICC Workshops (2018)
Faris B. Mismar, Brian L. Evans
Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement. ACSSC (2018)
Faris B. Mismar, Brian L. Evans
Q-Learning Algorithm for VoLTE Closed Loop Power Control in Indoor Small Cells. ACSSC (2018)
Faris B. Mismar, Jinseok Choi, Brian L. Evans
A Framework for Automated Cellular Network Tuning with Reinforcement Learning. CoRR (2018)
Faris B. Mismar, Brian L. Evans
Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement. CoRR (2017)
Faris B. Mismar, Brian L. Evans
Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. CoRR (2017)
Icaro da Silva, Yu Wang, Faris B. Mismar, William Su
Event-based performance monitoring for inter-system cell reselection: A SON enabler. ISWCS (2012)