Search Results for author: Junaid Farooq

Found 4 papers, 0 papers with code

RefreshNet: Learning Multiscale Dynamics through Hierarchical Refreshing

no code implementations24 Jan 2024 Junaid Farooq, Danish Rafiq, Pantelis R. Vlachas, Mohammad Abid Bazaz

Forecasting complex system dynamics, particularly for long-term predictions, is persistently hindered by error accumulation and computational burdens.

Computational Efficiency

Deep Reinforcement Learning Based Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks

no code implementations21 Dec 2023 Yuhui Wang, Junaid Farooq

The advent of fifth generation (5G) networks has opened new avenues for enhancing connectivity, particularly in challenging environments like remote areas or disaster-struck regions.

QoS Based Contract Design for Profit Maximization in IoT-Enabled Data Markets

no code implementations11 Jan 2023 Juntao Chen, Junaid Farooq, Quanyan Zhu

The contract design creates a pricing structure for on-demand sensing data for IoT users.

Resilient UAV Formation for Coverage and Connectivity of Spatially Dispersed Users

no code implementations11 Mar 2022 Yuhui Wang, Junaid Farooq

Unmanned aerial vehicles (UAVs) are a convenient choice for carrying mobile base stations to rapidly setup communication services for ground users.

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