4 papers
Ruin Theory for Energy-Efficient Resource Allocation in UAV-assisted Cellular Networks
Aunas Manzoor, Kitae Kim, Shashi Raj Pandey +4
Unmanned aerial vehicles (UAVs) can provide an effective solution for improving the coverage, capacity, and the overall performance of terrestrial wireless cellular networks. In pa…
Contract-based Scheduling of URLLC Packets in Incumbent EMBB Traffic
Aunas Manzoor, S. M. Ahsan Kazmi, Shashi Raj Pandey +1
Recently, the coexistence of ultra-reliable and low-latency communication (URLLC) and enhanced mobile broadband (eMBB) services on the same licensed spectrum has gained a lot of at…
A Crowdsourcing Framework for On-Device Federated Learning
Shashi Raj Pandey, Nguyen H. Tran, Mehdi Bennis +3
Federated learning (FL) rests on the notion of training a global model in a decentralized manner. Under this setting, mobile devices perform computations on their local data before…
Ruin Theory for Dynamic Spectrum Allocation in LTE-U Networks
Aunas Manzoor, Nguyen H. Tran, Walid Saad +3
LTE in the unlicensed band (LTE-U) is a promising solution to overcome the scarcity of the wireless spectrum. However, to reap the benefits of LTE-U, it is essential to maintain it…