International audienceIn this paper, we present an energy-efficient Self Organizing Network (SON) architecture based on a tunable eNodeB (eNB) antenna tilt design for macrocells in a mobile network environment. This is an imperative element of mobility management in high speed and low latency wireless networks. The SON architecture follows a fully distributed approach with optional network information exchange with neighboring cells and core network. Antenna tilt directly affects its radiation pattern thus changes in eNB antenna tilt can be used to optimize cell coverage and reduce interference in mobile networks. We apply and compare two reinforcement machine learning techniques for optimizing the eNB antenna tilts, i.e., Deep Q-learning u...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
Self-organizing networks (SONs) are expected to minimize operational and capital expenditure of the ...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
In cellular networks, balancing the throughput among users is important to achieve a uniform Quality...
Self-organization is a key concept in long-term evolution (LTE) systems to reduce capital and operat...
To provide users with high throughputs, the fifth generation (5G) and beyond networks are expected t...
Energy efficiency (EE) constitutes a key target in the deployment of 5G networks, especially due to ...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Future generation networks (5G) will bring a new paradigm to network management, as the networks the...
International audienceThe work describes how deep learning by artificial neural networks (ANNs) enab...
International audienceThe work describes how deep learning by artificial neural networks (ANNs) enab...
International audienceThe work describes how deep learning by artificial neural networks (ANNs) enab...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
Self-organizing networks (SONs) are expected to minimize operational and capital expenditure of the ...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
In cellular networks, balancing the throughput among users is important to achieve a uniform Quality...
Self-organization is a key concept in long-term evolution (LTE) systems to reduce capital and operat...
To provide users with high throughputs, the fifth generation (5G) and beyond networks are expected t...
Energy efficiency (EE) constitutes a key target in the deployment of 5G networks, especially due to ...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Self-organization is a key feature as cellular networks densify and become more heterogeneous, throu...
Future generation networks (5G) will bring a new paradigm to network management, as the networks the...
International audienceThe work describes how deep learning by artificial neural networks (ANNs) enab...
International audienceThe work describes how deep learning by artificial neural networks (ANNs) enab...
International audienceThe work describes how deep learning by artificial neural networks (ANNs) enab...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...
Self-organizing networks (SONs) are expected to minimize operational and capital expenditure of the ...
International audienceDriven by the demand to accommodate today's growing mobile traffic, 5G is desi...