2022 14th International Conference on Communications (COMM)最新文献_第8页

5G Open Testbeds and Infrastructure extensions for NetApps advanced experiments NetApps高级实验的5G开放试验台和基础设施扩展

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817289

Marius Iordache, Cristian Patachia, Oana Badita, Bogdan Rusti, K. Trichias, J. Brenes

{"title":"5G Open Testbeds and Infrastructure extensions for NetApps advanced experiments","authors":"Marius Iordache, Cristian Patachia, Oana Badita, Bogdan Rusti, K. Trichias, J. Brenes","doi":"10.1109/comm54429.2022.9817289","DOIUrl":"https://doi.org/10.1109/comm54429.2022.9817289","url":null,"abstract":"While 5G Non-Stand Alone (NSA) networks are quickly being deployed across multiple nations, providing a first sense of the capabilities of 5G connectivity, the adoption of 5G by various vertical industry sectors and its integration into their day-to-day operations is progressing slowly. This is partially due to the perceived complexity of deploying services over the 5G networks and due to the fact that the vertical stakeholders do not have a clear understanding of the potential and offerings of 5G. To address that, the concept of Network Applications (NetApps) is picking up steam which is set to assist with the deployment of vertical specific services and their seamless integration with 5G networks and vertical specific components. This paper, presents the work of the EU funded project VITAL-5G in deploying 5G Stand Alone (SA) testbeds in three real-life Transport & Logistics facilities across Europe, the necessary 5G network extensions and architectural considerations, their integration with a state-of-the-art experimentation platform and the use of NetApps to enable the seamless deployment of 5G-enabled vertical services.","PeriodicalId":118077,"journal":{"name":"2022 14th International Conference on Communications (COMM)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132913477","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: 3

Performance Analysis of Transport Layer Congestion on 5G Systems 5G系统传输层拥塞性能分析

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817358

Gordana Barb, Cristina Andras, Cornel Balint

引用次数: 1

Two-Stage Spatio- Temporal Vision Transformer for the Detection of Violent Scenes 用于暴力场景检测的两级时空视觉变换

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817200

M. Constantin, B. Ionescu

{"title":"Two-Stage Spatio- Temporal Vision Transformer for the Detection of Violent Scenes","authors":"M. Constantin, B. Ionescu","doi":"10.1109/comm54429.2022.9817200","DOIUrl":"https://doi.org/10.1109/comm54429.2022.9817200","url":null,"abstract":"The rapid expansion and adoption of CCTV systems brings with itself a series of problems that, if remain unchecked, have the potential of hindering the advantages brought by such systems and reduce the effectiveness of this type of system in security surveillance scenarios. The possibly vast quantities of data associated with a CCTV system that covers a city or problematic areas of that city, venues, events, industrial sites or even smaller security perimeters can over-whelm the human operators and make it hard to distinguish important security events from the rest of the normal data. Therefore, the creation of automated systems that are able to provide operators with accurate alarms when certain events take place is of paramount importance, as this can heavily reduce their workload and improve the efficiency of the system. In this regard, we propose a Two-Stage Vision Transformer-based (2SViT) system for the detection of violent scenes. In this setup, the first stage handles frame-level processing, while the second stage processes temporal information by gathering frame-level features. We train and validate our proposed Transformer architecture on the popular XD- Violence dataset, while testing some size variations for the architecture, and show good results when compared with baseline scores.","PeriodicalId":118077,"journal":{"name":"2022 14th International Conference on Communications (COMM)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131640523","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

Multi Wideband Stacked Cylindrical-Rectangular DRA for S, C, X, and Ku Applications 用于S, C, X和Ku应用的多宽带堆叠圆柱-矩形DRA

2022 14th International Conference on Communications (COMM) Pub Date : 2022-06-16 DOI: 10.1109/comm54429.2022.9817187

Farah S. Hasan, Saja R. Aldabes, Yanal S. Faouri

引用次数: 1

Using Capsule Networks to Classify Digitally Modulated Signals with Raw I/Q Data 用胶囊网络对原始I/Q数据的数字调制信号进行分类

2022 14th International Conference on Communications (COMM) Pub Date : 2022-05-19 DOI: 10.1109/COMM54429.2022.9817229

James A. Latshaw, D. Popescu, John A. Snoap, C. Spooner

引用次数: 4

Unsupervised Abnormal Traffic Detection through Topological Flow Analysis 基于拓扑流分析的无监督异常流量检测

2022 14th International Conference on Communications (COMM) Pub Date : 2022-05-14 DOI: 10.48550/arXiv.2205.07109

Paul Irofti, Andrei Puatracscu, Andrei Iulian Hiji

引用次数: 2