2 citations · 2 across the 4 of their papers we have counts for
7 papers
JEPA for AI-Native 6G: Predictive Representations and Open Challenges
Sheikh Salman Hassan, Irshad A. Meer, Almoatssimbillah Saifaldawla +9
Sixth-generation (6G) networks are moving toward AI-native operation, where learning modules are embedded across the radio access network (RAN), edge, and core. This transition req…
Hierarchical Multi Agent DRL for Soft Handovers Between Edge Clouds in Open RAN
F. Giarrè, I. A. Meer, M. Masoudi +2
Multi-connectivity (MC) for aerial users via a set of ground access points offers the potential for highly reliable communication. Within an open radio access network (O-RAN) archi…
Reinforcement Learning Based Dynamic Power Control for UAV Mobility Management
Irshad A. Meer, Karl-Ludwig Besser, Mustafa Ozger +2
Modern communication systems need to fulfill multiple and often conflicting objectives at the same time. In particular, new applications require high reliability while operating at…
Evaluation of RF Wireless Power Transfer for Low-Power Aircraft Sensors
Jan Tepper, Aygün Baltaci, Bernd Schleicher +6
Low-power sensors can be integrated into an aircraft for numerous use cases. Conventionally, these sensors are powered via cables, which introduces various disadvantages to the ove…
Quality of Service Aware Traffic Management for Aircraft Communications
David Tomic, Sandra Hofmann, Mustafa Ozger +2
In-flight Internet connectivity is a necessity for aircraft passengers as well as aircraft systems. It is challenging to satisfy required quality of service (QoS) levels for flows…
On the Localization of Unmanned Aerial Vehicles with Cellular Networks
Irshad A. Meer, Mustafa Ozger, Cicek Cavdar
Localization plays a key role for safe operation of UAVs enabling beyond visual line of sight applications. Compared to GPS based localization, cellular networks can reduce the pos…
Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning
Amin Azari, Mustafa Ozger, Cicek Cavdar
Supporting ultra-reliable low-latency communications (URLLC) is a major challenge of 5G wireless networks. Stringent delay and reliability requirements need to be satisfied for bot…