AI models for green communications towards 6G
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …
energy overhead and reduce fossil fuel usage. In the current 5G and future 6G eras, there is …
A review of machine learning techniques for enhanced energy efficient 5G and 6G communications
TP Fowdur, B Doorgakant - Engineering Applications of Artificial …, 2023 - Elsevier
Cellular technologies have evolved continuously from the 1st to the 5th generation (5G) to
meet the exponentially growing needs of bandwidth, throughput and latency. However, the …
meet the exponentially growing needs of bandwidth, throughput and latency. However, the …
AI based service management for 6G green communications
Green communications have always been a target for the information industry to alleviate
energy overhead and reduce fossil fuel usage. In current 5G and future 6G era, there is no …
energy overhead and reduce fossil fuel usage. In current 5G and future 6G era, there is no …
Non-machine learning cell outage compensation for a three tier heterogeneous network
A Jahangeer, V Bassoo - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
A cell outage compensation algorithm based on Received Signal Strength Indicator (RSSI)
for a three-tier hetrogeneous network (HetNet) is proposed in this paper. The algorithm is …
for a three-tier hetrogeneous network (HetNet) is proposed in this paper. The algorithm is …
Coverage analysis of indoor users from mm‐wave multi‐RAT small cells deployed along roads
G Ghatak - Internet Technology Letters, 2021 - Wiley Online Library
The initial deployment of millimeter‐wave (mm‐wave) base stations (BSs), for example, by
Verizon and AT&T will be on top of lamp‐posts along the roads of an urban scenario. These …
Verizon and AT&T will be on top of lamp‐posts along the roads of an urban scenario. These …
Energy-Efficient AI Models for 6G Base Station
MK Munif, MR Karmakar, SA Tusi, B Sarker… - … on Intelligent Computing …, 2023 - Springer
An intelligent base station is designed to use artificial intelligence (AI) and machine learning
techniques to optimize its performance and improve overall energy efficiency. It is unclear …
techniques to optimize its performance and improve overall energy efficiency. It is unclear …
Energy Efficiency of 5G Massive MIMO Base Stations in Dense Urban Environments
B Doorgakant, TP Fowdur - 2023 IEEE Electrical Design of …, 2023 - ieeexplore.ieee.org
Emerging 5G networks feature lower latency, higher capacity, and increased bandwidth
compared to 4G and have far reaching impacts on several applications such as …
compared to 4G and have far reaching impacts on several applications such as …
Experimental analysis of efficacy of carrier aggregation
K Reddy, A Bhattacharjee - Internet Technology Letters - Wiley Online Library
Abstract 3GPP introduced carrier aggregation (CA) in Release‐10 to mitigate the increasing
bandwidth demand of users. The efficacy of CA in meeting user demand for higher …
bandwidth demand of users. The efficacy of CA in meeting user demand for higher …
[PDF][PDF] Effect of Inter-Site Distance on Cellular Network Performance
The paper investigates the effect of varying ISD in a hexagonal macrocell network. The
estimation of BS to BS distance allows efficient utilization of resources and also minimizes …
estimation of BS to BS distance allows efficient utilization of resources and also minimizes …