Mohammadreza Kouchaki

According to our database, Mohammadreza Kouchaki authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Federated Neuroevolution O-RAN: Enhancing the Robustness of Deep Reinforcement Learning xApps.

Mohammadreza Kouchaki, Aly Sabri Abdalla, Vuk Marojevic

CoRR, June, 2025

O-RAN Performance Analyzer: Platform Design, Development, and Deployment.

Mohammadreza Kouchaki, Seyed Bagher Hashemi Natanzi, Minglong Zhang, Bo Tang, Vuk Marojevic

IEEE Commun. Mag., February, 2025

2024

Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis.

Mohammadreza Kouchaki, Minglong Zhang, Aly Sabri Abdalla, Guangchen Lan, Christopher G. Brinton, Vuk Marojevic

Proceedings of the 22nd International Symposium on Modeling and Optimization in Mobile, 2024

Advancing O-RAN Security: Integrated Intrusion Detection and Secure Slicing xApps.

Mohammadreza Kouchaki, Joshua Moore, Minglong Zhang, Vuk Marojevic

Proceedings of the IEEE INFOCOM 2024, 2024

2022

Actor-Critic Network for O-RAN Resource Allocation: xApp Design, Deployment, and Analysis.

Mohammadreza Kouchaki, Vuk Marojevic

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2020

Experiment on High Capacity Backhaul Transmission Link Aggregation Solution for 5G Networks.

Mohammad Reza Kouchaki, Mohammad Dabibi

Proceedings of the 26th Conference of Open Innovations Association, 2020