Andre Didenko's scientific contributions

Publications (2)

Conference Paper
Full-text available
In the modern world, a high-speed wireless Internet connection is a necessity rather than a luxury. To improve the efficiency of Wi-Fi networks in dense deployment, a novel amendment to the Wi-Fi standard, namely IEEE 802.11ax introduces Orthogonal frequency-division multiple access (OFDMA). In contrast to legacy Wi-Fi, where performance of a stati...
Conference Paper
Full-text available
In order to meet the continuously increasing demands for high throughput in wireless networks, IEEE 802 LAN/MAN Standard Committee is developing IEEE 802.11ax: a new amendment for the Wi-Fi standard. This amendment provides various ways to improve the efficiency of Wi-Fi. The most revolutionary one is OFDMA. Apart from obvious advantages , such as...

Citations

... A few existing scheduling algorithms are demonstrated in the literature. 55,56 Nevertheless, further studies are required to evaluate the effects of smart grid traffic in the presence of these algorithms. ...
... A major focus on OFDMA-based IEEE 802.11ax networks was put on maximizing the throughput by optimizing the resource unit allocation based on mathematical models [4]- [6]. In the past a few years, reinforcement learning (RL) techniques are considered to be a promising solution for OFDMA resource scheduling problem, gaining increasing attention. ...