[PDF] Top 20 Q-Learning for Policy Based SON Management in wireless Access Networks
Has 10000 "Q-Learning for Policy Based SON Management in wireless Access Networks" found on our website. Below are the top 20 most common "Q-Learning for Policy Based SON Management in wireless Access Networks".
Q-Learning for Policy Based SON Management in wireless Access Networks
... a Policy Based SON Management (PBSM) sys- tem has been defined in the framework of Semafour European project ...determines for each SON function the appropriate policy to follow ... Voir le document complet
7
Resource Management in Wireless Access Networks: A layer-based classification - Version 1.0
... between networks. In [55], the authors proposed a radio resource management framework based on non-cooperative game theory and composed of four main components: network level allocation, ... Voir le document complet
24
A Hybrid Approach for Radio Access Technology Selection in Heterogeneous Wireless Networks
... decisions, in a way to meet operator ...energy. In our work, we assume that oper- ators are only concerned by efficiently utilizing their radio resources: providing better network performance, higher user ... Voir le document complet
51
A Hybrid Approach for Radio Access Technology Selection in Heterogeneous Wireless Networks
... heterogeneous wireless networks, different radio access technologies are integrated and may be jointly ...Resource Management (CRRM) mechanisms need to be ...the access technology ... Voir le document complet
7
RLMan: an Energy Manager Based on Reinforcement Learning for Energy Harvesting Wireless Sensor Networks
... given policy by estimating its value function, a process referred to as policy ...the policy is optimized such as the long-term obtained reward is maximized, a process called policy ... Voir le document complet
12
Retrospective Spectrum Access Protocol: A Payoff-based Learning Algorithm for Cognitive Radio Networks
... spectrum access in CRNs has been widely addressed in the ...channels. In this case, the problem is closely related to the classical Multi-Armed Bandit (MAB) problem ...assumptions. In ... Voir le document complet
7
A new management method for wireless sensor networks
... efficient Wireless Management Tool (WMT) [11], it is difficult to use this kind of ...user-friendly management tool [12]. The first idea is to translate a wire management protocol like SNMP ... Voir le document complet
9
Radio access mechanisms for massive machine communication in long-range wireless networks
... current wireless networks are still not ready to hold traffic from ...the wireless network seeks for higher throughput and lower ...cellular networks. For both of them, the radio ... Voir le document complet
183
Metrology in wireless mobile networks for enhanced radio resource management
... dilemma in reinforcement learning [ 62 ] where the agent must make a compromise between maximizing its rewards by using the acquired knowledge and increasing its knowledge by try- ing new ...channels ... Voir le document complet
163
Network lifetime management in wireless sensor networks
... problem. In addition to that, the connectivity between the nodes and their different manu- facturers/producers stands as a crucial ...deployed in very peculiar sites, the access to theirs power ... Voir le document complet
10
Access Selection and Pricing in Multi-Operator Wireless Networks
... done in order to hold on with the mobile market ...(Radio Access Network) sharing is a rational approach that can help to reduce costs, to maximize e ciency and competitiveness, and to enhance customer ... Voir le document complet
121
Energy Efficient Mobility Management in Wireless Sensor Networks
... protocol for wireless sensor networks which partitions the nodes into ...protocol in which most nodes transmits the data to cluster heads, and the cluster heads aggregate and compress the data ... Voir le document complet
95
A Distributed Q-Learning Approach for Adaptive Sleep Modes in 5G Networks
... 5G networks, specific requirements are defined on the periodicity of Synchronization Signaling (SS) ...expected in 5G ...ignored. In this paper, we propose a distributed algorithm based on ... Voir le document complet
7
A Heuristic Algorithm for Joint Power-Delay Minimization in Green Wireless Access Networks
... propose in this paper a novel heuristic algorithm for this ...deployed in the network and associating users with these APs in a way that jointly minimizes the total network power and the total ... Voir le document complet
8
Comparison between access selection algorithms in multi-operator wireless networks
... WORKS In a multi-operator heterogeneous network, a new “flex service” paradigm is introduced in ...dynamically access base stations BSs of different providers based on various criteria, such ... Voir le document complet
9
Radio resource management for high-speed wireless cellular networks.
... PC for HetNets 89 Design of an efficient hybrid access scheme that can balance between advantages and disadvantages of the other two access modes is, therefore, an interesting and important research ... Voir le document complet
264
Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation
... supported in theory by a pure ALOHA channel access ...second for the gateway ...the learning algorithm updates its knowledge about the channel used during this ... Voir le document complet
9
Data collection and management solution for wireless sensor networks
... Then, in the same way, the LiveNode wireless sensor node is based on an ARM7TDMI ATMEL microcontroller ...ZigBee wireless communication module, connected to the microcontroller through a RS232 ... Voir le document complet
7
Joint minimization of power and delay in wireless access networks
... for saving ...and management optimiza- tion approach of cellular networks allowed for the adjustment of tradeoffs between the installation cost, operational cost, and connection quality cost ... Voir le document complet
125
Optimal Content Management and Dimensioning in Wireless Networks
... model in which a mobile network operator (MNO) pre-installs and maintains caches at its wireless equipment (Cache- equipped Base Stations, ...user. For a financial compensation, a CP can then offload ... Voir le document complet
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