Joint power control and channel allocation for interference mitigation based on reinforcement learning

G Zhao, Y Li, C Xu, Z Han, Y Xing, S Yu - IEEE Access, 2019 - ieeexplore.ieee.org
In dense Wireless Local Area Networks (WLANs), high-density Access Points (APs) bring
severe interference that seriously affects the experience of users, resulting in lower …

Heterogenous networks: From small cells to 5G NR-U

V Sathya, SM Kala, K Naidu - Wireless Personal Communications, 2023 - Springer
With the exponential increase in mobile users, mobile data demand has grown
tremendously. To meet these demands, cellular operators are constantly innovating to …

RAPTAP: a socio-inspired approach to resource allocation and interference management in dense small cells

V Sathya, SM Kala, S Bhupeshraj, BR Tamma - Wireless Networks, 2021 - Springer
Femto Cells offer higher data rates to users within closed spaces. Dense deployment of
small cells is a characteristic of pre-5G/LTE-Advanced Pro (LTE-A Pro) networks and is a …

Identification and analysis of a unique cell selection phenomenon in public unlicensed cellular networks through machine learning

SM Kala, V Sathya, K Dahiya, T Higashino… - IEEE …, 2022 - ieeexplore.ieee.org
Cellular operators deploy 4G License Assisted Access (LAA) and 5G NR-U base stations in
the unlicensed spectrum to enhance overall network capacity. This work highlights a unique …

LTE-LAA cell selection through operator data learning and numerosity reduction

SM Kala, K Dahiya, V Sathya, T Higashino… - Pervasive and Mobile …, 2022 - Elsevier
Abstract Long Term Evolution-Licensed Assisted Access (LTE-LAA) architecture is markedly
different from traditional LTE HetNets. LTE-LAA deployments also have to contend with …

Performance analysis of spatially distributed LTE-U/NR-U and Wi-Fi networks: An analytical model for coexistence study

AM Baswade, M Reddy, BR Tamma, V Sathya - Journal of Network and …, 2021 - Elsevier
To access an unlicensed channel, Wi-Fi follows the Listen Before Talk (LBT) mechanism,
whereas LTE-U (and future New Radio in Unlicensed (NR-U) Patriciello et al., 2020; Lagen …

Evaluation of theoretical interference estimation metrics for dense Wi-Fi networks

SM Kala, V Sathya, WKG Seah… - 2021 international …, 2021 - ieeexplore.ieee.org
To meet the rising data offloading demands, IEEE 802.11-based WiFi networks have
undergone gradual and consistent densification through Overlapping Basic Service Set …

The review of mobile applications and wireless technologies in sustaining K-12 schools during COVID-19

KS Finch, SM Kala, V Sathya - EAI Endorsed Transactions on …, 2021 - publications.eai.eu
Abstract Mobile-learning (M-Learning) is no longer a futuristic concept in E-learning. The
disruptions induced by the mandatory social distancing norms amidst the COVID-19 …

Evolution of small cell from 4G to 6G: past, present, and future

V Sathya - arXiv preprint arXiv:2101.10451, 2020 - arxiv.org
To boost the capacity of the cellular system, the operators have started to reuse the same
licensed spectrum by deploying 4G LTE small cells (Femto Cells) in the past. But in time …

icalm: A topology agnostic socio-inspired channel assignment performance prediction metric for mesh networks

SM Kala, V Sathya, MPK Reddy… - Proceedings of the 24th …, 2018 - dl.acm.org
A multitude of Channel Assignment (CA) schemes have created a paradox of plenty, making
CA selection for Wireless Mesh Networks (WMNs) an onerous task. CA performance …