公共管理高层论坛最新文献

Advanced 5G Open Testbed for Network Applications Experiments 先进的5G网络应用实验开放试验台

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188342

Marius Iordache, Razvan Mihai, Cristian Patachia, J. Brenes, Athina Ropodi, A. Margaris, G. Suciu, Alexandru Vulpe, Nina Slamnik-Kriještorac, A. Gavrielides, E. Giannopoulou

{"title":"Advanced 5G Open Testbed for Network Applications Experiments","authors":"Marius Iordache, Razvan Mihai, Cristian Patachia, J. Brenes, Athina Ropodi, A. Margaris, G. Suciu, Alexandru Vulpe, Nina Slamnik-Kriještorac, A. Gavrielides, E. Giannopoulou","doi":"10.1109/EuCNC/6GSummit58263.2023.10188342","DOIUrl":"https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188342","url":null,"abstract":"5G Stand Alone (SA) networks are starting to be considered, designed and implemented in multiple countries in various forms (public, private, experimental). 5G SA networks mass adoption is expected to materialize by 2025. Mass deployment is anticipated at a large scale, due to the rich features and capabilities offered by 5G networks, including but not limited to slicing, service orchestration and automation, bringing the benefits of 5G among industry stakeholders and verticals. The concept of Network Applications is gaining momentum, as a way to ease the process of deploying industry-specific services and applications and to integrate them seamlessly with the new 5G networks and customer-specific application components. We target deploying and operating the novel 5G SA testbeds, Network Application and related capabilities in different T&L facilities across Europe. We envision the architectural advancement in terms of 5G features, such as orchestration, multi-slice implementation, Quality of Service (QoS)/Quality of Experience (QoE) and an innovative end-to-end monitoring framework, for network and application KPIs. In this paper, 5G open testbed advancements (3GPP Rel. 16 compliant) and readiness for Network Application experiments in real-life scenarios are presented, integrated as a unitary whole within the ED-funded VITAL-5G project.","PeriodicalId":65870,"journal":{"name":"公共管理高层论坛","volume":"61 1","pages":"526-531"},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74019290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

On Employing Deep Learning to Enhance the Performance of 5G NR Two Step RACH Procedure 利用深度学习提高5G NR两步RACH过程性能研究

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188381

S. Swain, Ashit Subudhi

{"title":"On Employing Deep Learning to Enhance the Performance of 5G NR Two Step RACH Procedure","authors":"S. Swain, Ashit Subudhi","doi":"10.1109/EuCNC/6GSummit58263.2023.10188381","DOIUrl":"https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188381","url":null,"abstract":"To meet the latency requirements of various business usecases and applications in 5G New Radio (NR), two step grant-free RACH procedure has been proposed in Third Generation Partnership Project (3GPP) release 16 for granting access to subscribers. However, due to the limited number of preambles, there is a non-zero probability that two mobile User Equipments (UEs) selecting same preamble signatures leading to collisions. Consequently, the base stations (gNBs) in 5G Radio Access Network (RAN) are unable to send a response to the UEs. Furthermore, with the increase in the number of cellular UEs and Machine Type Communication (MTC) devices, the probability of such preamble collisions further increases, thereby leading to reattempts by UEs. This in turn, results in increased latency and reduced channel utilization. In order to reduce contention during preamble access, we propose to use deep learning based models to design a RACH procedure that predicts the incoming connection requests in advance and proactively allocates uplink resources to UEs. We have used Recurrent Neural Network (RNN) and Long Short Term Memory (LSTM) models to predict UEs which are going to participate in two step RACH procedure. On doing extensive simulations, it is observed that both RNN and LSTM models perform equally good in reducing the number of collisions in a dense user scenario thereby enabling massive user access to 5G network.","PeriodicalId":65870,"journal":{"name":"公共管理高层论坛","volume":"89 1","pages":"299-304"},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74204338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

BeGREEN: Beyond 5G Energy Efficient Networking by Hardware Acceleration and AI-Driven Management of Network Functions BeGREEN:通过硬件加速和人工智能驱动的网络功能管理，超越5G节能网络

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188307

M. Ghoraishi, Jose Oriol Sallent, Miguel Catalan-Cid, Guillermo Bielsa, Juan-Francisco Esteban-Rivas, V. Sark, J. G. Terán, Simon Pryor

{"title":"BeGREEN: Beyond 5G Energy Efficient Networking by Hardware Acceleration and AI-Driven Management of Network Functions","authors":"M. Ghoraishi, Jose Oriol Sallent, Miguel Catalan-Cid, Guillermo Bielsa, Juan-Francisco Esteban-Rivas, V. Sark, J. G. Terán, Simon Pryor","doi":"10.1109/EuCNC/6GSummit58263.2023.10188307","DOIUrl":"https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188307","url":null,"abstract":"This paper presents a technical overview of BeGREEN project, a Horizon Europe, Smart Networks and Services Joint-Undertaking (SNS-JU) Phase 1 project kicked off on January 1, 2023 [1]. This paper is intended to describe BeGREEN's technical scope and objectives. These objectives aim at improving energy efficiency of the beyond 5G (B5G) networks. BeGREEN technical agenda includes analysis of the combined energy and spectrum efficiency of the B5G networks, based on massive multiple-input-multiple-output (mMIMO) scenarios. The project proposes a novel architecture that includes several innovative solutions. An offloading engine is used for hardware acceleration that is a solution for compute-heavy physical layer processing in 5G new radio (5G NR) mMIMO and beyond to improve the processing performance and energy efficiency. The architecture also includes joint communication and sensing (JCAS) for improving energy efficiency of the physical layer functions by, e.g., efficient beam-search and beam tracking, and uses reconfigurable intelligent surfaces (RIS) as an enabler for JCAS. BeGreenproposes an artificial intelligence (AI)-assisted energy-aware “Intelligent Plane” as an additional plane along with user plane and data plane, that allows the data, model, and inference to be seamlessly exchanged between network functions. The project also proposes an AI Engine that is consist of an execution environment that can host AI models and will manage their lifecycle and access to data.","PeriodicalId":65870,"journal":{"name":"公共管理高层论坛","volume":"71 1","pages":"717-722"},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82155337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Photonic-accelerated AI for cybersecurity in sustainable 6G networks 可持续6G网络中的光子加速人工智能网络安全

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188264

E. Paolini, L. Valcarenghi, Luca Maggiani, N. Andriolli

引用次数: 0

Toward Privacy-Preserving Localization and Mapping in eXtended Reality: A Privacy Threat Model 扩展现实中隐私保护的定位与映射:一个隐私威胁模型

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188227

Martina Brachmann, Gregoire Phillips, Utku Gülen, Valentin Tudor

引用次数: 0

EuCNC'23 Committees EuCNC”23日委员会

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/eucnc/6gsummit58263.2023.10188271

引用次数: 0

Multi-Criteria Ground Segment Dimensioning for Non-Geostationary Satellite Constellations 非地球静止卫星星座的多准则地面段尺寸

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188237

V. M. Baeza, Flor G. Ortiz-Gomez, E. Lagunas, T. S. Abdu, S. Chatzinotas

引用次数: 2

Half-Duplex User Equipment Relaying Policies for Uplink Improvement in Beyond 5G Networks 超5G网络中改进上行链路的半双工用户设备中继策略

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188362

Ioannis Avgouleas, P. Skillermark, Gábor Fodor, J. Söder

{"title":"Half-Duplex User Equipment Relaying Policies for Uplink Improvement in Beyond 5G Networks","authors":"Ioannis Avgouleas, P. Skillermark, Gábor Fodor, J. Söder","doi":"10.1109/EuCNC/6GSummit58263.2023.10188362","DOIUrl":"https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188362","url":null,"abstract":"We consider a 5G cellular system, in which cellular user equipments (UEs) are willing to assist a cell-edge UE with a weak uplink (UL). We aim to improve the UL coverage as well as the end-to-end spectral and energy efficiency when the assisting UEs follow a group or multihop half-duplex relaying policy. Specifically, we study the UL performance under different distance-dependent fading conditions to understand when it is beneficial to use UE relaying. This question is motivated by recent advances in the Third Generation Partnership Project that suggests exploring the technology potential of physical layer groupcast and unicast over the sidelink for improving the UL coverage. Somewhat surprisingly, half-duplex UE relaying policies that exploit sidelink groupcast or unicast have not been thoroughly compared in the literature. System evaluations indicate that spectral efficiency can be improved over six times (compared to the case without relaying) with only two relaying UEs, while great energy efficiency gains are also achieved, provided that the time used for reception and transmission over the half-duplex relays is properly allocated. We also find that when relaying is beneficial, group and multihop relaying have their distinct advantages depending on the path loss exponent and the geometry of the system.","PeriodicalId":65870,"journal":{"name":"公共管理高层论坛","volume":"241 1","pages":"323-328"},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76311757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Extended NYUSIM-based MmWave Channel Model and Simulator for RIS-Assisted Systems 基于nyusim的扩展毫米波信道模型和ris辅助系统模拟器

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188290

A. Habib, Israa Khaled, A. Falou, C. Langlais

引用次数: 1

Dynamic AP Selection and Cluster Formation with Minimal Switching for Green Cell-Free Massive MIMO Networks 绿色无小区大规模MIMO网络的动态AP选择和最小交换簇形成

公共管理高层论坛 Pub Date : 2023-06-06 DOI: 10.1109/EuCNC/6GSummit58263.2023.10188295

Qinglong He, Ozlem Tugfe Demir, C. Cavdar

{"title":"Dynamic AP Selection and Cluster Formation with Minimal Switching for Green Cell-Free Massive MIMO Networks","authors":"Qinglong He, Ozlem Tugfe Demir, C. Cavdar","doi":"10.1109/EuCNC/6GSummit58263.2023.10188295","DOIUrl":"https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188295","url":null,"abstract":"Aiming at the implementation of energy-efficient cell-free networks, several approaches have been proposed in the literature, which consider different access point (AP) switch ON/OFF (ASO) strategies for power minimization. Different from prior works, this paper focuses on additional factors that have an adverse effect not only on total power consumption but also on implementation complexity and operation cost. For instance, too frequent ON/OFF switching in an AP can lead to tapering off the potential power saving of ASO by incurring extra power consumption due to excessive switching. Indeed, frequent switching of APs might also result in thermal fatigue and severe lifetime degeneration. Moreover, time variations in the AP-UE (user equipment) clusters in favor of energy saving in a dynamic network bring additional signaling and implementation complexity. Thus, we propose a multi-objective optimization problem that aims to minimize the total power consumption together with AP switching and AP- UE clustering variations in comparison to the previous state of the network. The proposed problem is cast in mixed integer quadratic programming form and solved optimally. Our simulation results show that by limiting AP switching (node switching) and AP- UE cluster reformation switching (link switching), the total power consumption at the radio site only slightly increases, but the number of average switching drops significantly regardless of node or link switching. It achieves a good balance on the trade-off between radio power consumption and the side effects excessive switching will bring.","PeriodicalId":65870,"journal":{"name":"公共管理高层论坛","volume":"15 1","pages":"234-239"},"PeriodicalIF":0.0,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74629037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1