The use of flying platforms such as unmanned aerial vehicles (UAVs), popularly known as
drones, is rapidly growing. In particular, with their inherent attributes such as mobility …

This paper first provides a brief survey on existing traffic offloading techniques in wireless
networks. Particularly as a case study, we put forward an online reinforcement learning …

Femtocells, despite their name, pose a potentially large disruption to the carefully planned
cellular networks that now connect a majority of the planet's citizens to the Internet and with …

This paper proposes a multi-agent double deep Q network (DDQN)-based approach to
jointly optimize the beamforming vectors and power splitting (PS) ratio in multi-user multiple …

The unprecedented growth of mobile data traffic challenges the performance and economic
viability of today's cellular networks and calls for novel network architectures and …

The unprecedented growth of mobile data traffic challenges the performance and economic
viability of today's cellular networks and calls for novel network architectures and …

Mobile data offloading is a promising approach to alleviate network congestion and
enhance quality of service (QoS) in mobile cellular networks. In this paper, we investigate …

In this paper, we propose a universal joint base station (BS) association (BSA) and power
control (PC) algorithm for heterogeneous cellular networks. Specifically, the proposed …

Extensive deployment of small cells in heterogenous cellular networks introduces both
challenges and opportunities. Challenges come with reuse of limited frequency resources …

Mobile data offloading through complementary network technologies such as WiFi and
femtocell can significantly alleviate network congestion and enhance users' QoS. In this …