Exploració per autor "Giupponi, Lorenza"
Ara es mostren els items 1-20 de 20
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A machine learning enabled network planning tool
(Institute of Electrical and Electronics Engineers (IEEE), 2016)
Text en actes de congrés
Accés restringit per política de l'editorialIn the coming years, planning future mobile networks will be infinitely more complex than nowadays. Future networks are expected to present multiple Network Management (NM) challenges to operators, such as managing network ... -
A mobile network planning tool based on data analytics
(HINDAWI, 2017-02-05)
Article
Accés obertPlanning future mobile networks entails multiple challenges due to the high complexity of the network to be managed. Beyond 4G and 5G networks are expected to be characterized by a high densification of nodes and heterogeneity ... -
Conflict resolution in mobile networks: a self-coordination framework based on non-dominated solutions and machine learning for data analytics [Application notes]
(2018-05-01)
Article
Accés obertSelf-organizing network (SON) is a well-known term used to describe an autonomous cellular network. SON functionalities aim at improving network operational tasks through the capability to configure, optimize and heal ... -
Cross-Layer radio resource allocation: the journey so far and the road ahead
(2009)
Text en actes de congrés
Accés obertThe cross-layer concept originated almost ten years ago with the aim of taking the most advantage from the difficult wireless media to break the barriers imposed by the layered transmission. One of the domains where ... -
D13.1 Fundamental issues on energy- and bandwidth-efficient communications and networking
(2014-03)
Report de recerca
Accés obertThe report presents the current status in the research area of energy- and bandwidth-efficient communications and networking and highlights the fundamental issues still open for further investigation. Furthermore, the ... -
D13.2 Techniques and performance analysis on energy- and bandwidth-efficient communications and networking
(2014-10)
Report de recerca
Accés obertThe report presents the status of the research work of the various Joint Research Activities (JRA) in WP1.3 and the results that were developed up to the second year of the project. For each activity there is a description, ... -
D13.3 Overall assessment of selected techniques on energy- and bandwidth-efficient communications
(2015-10)
Report de recerca
Accés obertThe report presents the outcome of the Joint Research Activities (JRA) of WP1.3 in the last year of the Newcom# project. The activities focus on the investigation of bandwidth and energy efficient techniques for current ... -
Distributed Q-Learning for energy harvesting heterogeneous networks
(Institute of Electrical and Electronics Engineers, 2015-06)
Text en actes de congrés
Accés obertWe consider a two-tier urban Heterogeneous Net- work where small cells powered with renewable energy are deployed in order to provide capacity extension and to offloa d macro base stations. We use reinforcement learning ... -
Evaluating unlicensed LTE technologies: LAA vs LTE-U
(Institute of Electrical and Electronics Engineers (IEEE), 2019-07-01)
Article
Accés obertRecently, there has been much interest by the cellular network industry in utilizing unlicensed spectrum to expand potential capacity. In particular, two LTE unlicensed technologies gained much attention: licensed-assisted ... -
Evaluation of spectrum opportunities in the GSM band
(2009)
Text en actes de congrés
Accés obertIn this paper we explore the possibility of exploiting underutilized channels in the GSM bands. The secondary (unlicensed) users of the spectrum are the nodes of an overlay cognitive ad-hoc network, which opportunistically ... -
Fuzzy-based spectrum handoff in cognitive radio networks crowncom
(2008)
Text en actes de congrés
Accés obertThis paper focuses on spectrum handoffs in a cognitive radio network where secondary (unlisenced) users (i.e. cognitive radios) opportunistically use frequency channels as long as the aggregate interference caused at ... -
HetNets: la gestió de la interferència
(2011-12-01)
Article
Accés obert -
New radio beam-based access to unlicensed spectrum: design challenges and solutions
(Institute of Electrical and Electronics Engineers (IEEE), 2019-10-24)
Article
Accés obertThis paper elaborates on the design challenges, opportunities, and solutions for New Radio-based access to Unlicensed spectrum (NR-U) by taking into account the beam-based transmissions and the worldwide regulatory ... -
Novel radio environment map for the ns-3 NR simulator
(Association for Computing Machinery (ACM), 2021)
Text en actes de congrés
Accés restringit per política de l'editorialRadio Environmental Map (REM) is a useful tool to visualize the network coverage, including signal quality and interference, in multi-cell scenarios. Although REM maps for omnidirectional transmissions/receptions and tools ... -
NR-U and IEEE 802.11 technologies coexistence in unlicensed mmWave spectrum: models and evaluation
(Institute of Electrical and Electronics Engineers (IEEE), 2020-04-13)
Article
Accés obertNew Radio-based access to Unlicensed spectrum (NR-U) intends to expand the applicability of 5G NR access technology to support operation in unlicensed bands by adhering to Listen-Before-Talk (LBT) requirement for accessing ... -
On the potential of ensemble regression techniques for future mobile network planning
(Institute of Electrical and Electronics Engineers (IEEE), 2016)
Text en actes de congrés
Accés restringit per política de l'editorialPlanning of current and future mobile networks is becoming increasingly complex due to the heterogeneity of deployments, which feature not only macrocells, but also an underlying layer of small cells whose deployment is ... -
Predicting QoS in LTE HetNets based on location-independent UE measurements
(Institute of Electrical and Electronics Engineers (IEEE), 2015)
Text en actes de congrés
Accés restringit per política de l'editorialThis paper aims to find patterns of knowledge from physical layer data coming from Heterogeneous Long Term Evolution (LTE) networks. We discuss how the collected data is employed in such a manner that improves Minimization ... -
Realistic beamforming design using SRS-based channel estimate for ns-3 5G-LENA module
(Association for Computing Machinery (ACM), 2021)
Text en actes de congrés
Accés restringit per política de l'editorialBeamforming (BF) is a key procedure to overcome propagation limits in millimeter-wave bands but also to extend network coverage in sub 6 GHz bands, as considered in recent 3GPP and IEEE communication standards. Up to date, ... -
Self coordination among SON functions in LTE heterogeneous networks
(Institute of Electrical and Electronics Engineers (IEEE), 2015)
Text en actes de congrés
Accés restringit per política de l'editorialIn a self-organized Long Term Evolution (LTE) network, different Self-Organizing Network (SON) functions or different instances of the same SON function can execute parallel actions, which interact or collide among each ... -
Self-coordination of parameter conflicts in D-SON architectures: a Markov decision process framework
(2015-12-01)
Article
Accés obertWe consider a distributed SON (D-SON) architecture where the interaction of different self-organizing network (SON) functions negatively affect the performances of the system. This is referred to in 3rd Generation Partnership ...
