Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond最新文献

Healthcare Application-Oriented Non-Lambertian Optical Wireless Communications for B5G&6G 面向医疗保健应用的b5g和6g非朗伯光无线通信

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2021-07-19 DOI: 10.5772/intechopen.98275

Jupeng Ding, I. Chih-Lin, Jiong Zheng

引用次数: 0

Artificial Intelligence and Machine Learning in 5G and beyond: A Survey and Perspectives 5G及以后的人工智能和机器学习:调查和观点

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2021-07-05 DOI: 10.5772/intechopen.98517

A. Haidine, Fatima Zahra Salmam, Abdelhak Aqqal, A. Dahbi

{"title":"Artificial Intelligence and Machine Learning in 5G and beyond: A Survey and Perspectives","authors":"A. Haidine, Fatima Zahra Salmam, Abdelhak Aqqal, A. Dahbi","doi":"10.5772/intechopen.98517","DOIUrl":"https://doi.org/10.5772/intechopen.98517","url":null,"abstract":"The deployment of 4G/LTE (Long Term Evolution) mobile network has solved the major challenge of high capacities, to build real broadband mobile Internet. This was possible mainly through very strong physical layer and flexible network architecture. However, the bandwidth hungry services have been developed in unprecedented way, such as virtual reality (VR), augmented reality (AR), etc. Furthermore, mobile networks are facing other new services with extremely demand of higher reliability and almost zero-latency performance, like vehicle communications or Internet-of-Vehicles (IoV). Using new radio interface based on massive MIMO, 5G has overcame some of these challenges. In addition, the adoption of software defend networks (SDN) and network function virtualization (NFV) has added a higher degree of flexibility allowing the operators to support very demanding services from different vertical markets. However, network operators are forced to consider a higher level of intelligence in their networks, in order to deeply and accurately learn the operating environment and users behaviors and needs. It is also important to forecast their evolution to build a pro-actively and efficiently (self-) updatable network. In this chapter, we describe the role of artificial intelligence and machine learning in 5G and beyond, to build cost-effective and adaptable performing next generation mobile network. Some practical use cases of AI/ML in network life cycle are discussed.","PeriodicalId":236289,"journal":{"name":"Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117250688","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: 17

Trends in Cloud Computing Paradigms: Fundamental Issues, Recent Advances, and Research Directions toward 6G Fog Networks 云计算范式的趋势:6G雾网络的基本问题、最新进展和研究方向

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2021-06-01 DOI: 10.5772/INTECHOPEN.98315

I. Alimi, Romil K. Patel, Aziza Zaouga, N. Muga, Qin Xin, A. Pinto, Paulo Monteiro

引用次数: 3

An LTE-Direct-Based Communication System for Safety Services in Vehicular Networks 基于lte - direct的车联网安全服务通信系统

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2020-05-26 DOI: 10.5772/intechopen.91948

S. Gupta, J. Khan, D. T. Ngo

{"title":"An LTE-Direct-Based Communication System for Safety Services in Vehicular Networks","authors":"S. Gupta, J. Khan, D. T. Ngo","doi":"10.5772/intechopen.91948","DOIUrl":"https://doi.org/10.5772/intechopen.91948","url":null,"abstract":"With the expected introduction of fully autonomous vehicles, the long-term evolution (LTE)-based vehicle-to-everything (V2X) networking approach is gaining a lot of industry attention, to develop new strategies to enhance safety and telematics features. The vehicular and wireless industries are currently considering the development of an LTE-based system, which may co-exist, with the IEEE 802.11p-based systems for some time. In light of the above fact, our objective is to investigate the development of LTE Proximity Service (ProSe)-based V2X architecture for time-critical vehicular safety applications in an efficient and cost-effective manner. In this chapter, we present a new cluster-based LTE sidelink-based vehicle-to-vehicle (V2V) multicast/broadcast architecture to satisfy the latency and reliability requirements of V2V safety applications. Our proposed architecture combines a new ProSe discovery mechanism for sidelink peer discovery and a cluster-based round-robin scheduling technique to distribute the sidelink radio resources among the cluster members. Utilizing an OMNET++ based simulation model, the performance of the proposed network architecture is examined. Results of the simulation show that the proposed algorithms diminish the end-to-end delay and overhead signaling as well as improve the data packet delivery ratio (DPDR) compared with the existing 3GPP ProSe vehicle safety application technique.","PeriodicalId":236289,"journal":{"name":"Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130356532","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

A Brief Overview of CRC Implementation for 5G NR 5G NR中CRC实现概述

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2020-03-17 DOI: 10.5772/intechopen.91790

Hao Wu

引用次数: 1

Low-Latency Strategies for Service Migration in Fog Computing Enabled Cellular Networks 支持雾计算的蜂窝网络中业务迁移的低延迟策略

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2020-03-09 DOI: 10.5772/intechopen.91439

Jun Li, Xiaoman Shen, Lei Chen, Jiajia Chen

{"title":"Low-Latency Strategies for Service Migration in Fog Computing Enabled Cellular Networks","authors":"Jun Li, Xiaoman Shen, Lei Chen, Jiajia Chen","doi":"10.5772/intechopen.91439","DOIUrl":"https://doi.org/10.5772/intechopen.91439","url":null,"abstract":"This chapter presents a fog computing enabled cellular network (FeCN), in which the high user-mobility feature brings critical challenges for service continuity under stringent service requirements. Service migration is promising to fulfill the service continuity during mobility. However, service migration cannot be completed immediately and may lead to situations where the user-experience degrades. For this, a quality-of-service aware service migration strategy is proposed. The method is based on existing handover procedures with newly introduced distributed fog computing resource management scheme to minimize the potential negative effects induced by service migration. The performance of the proposed schemes is evaluated by a case study, where realistic vehicular mobility pattern in the metropolitan network of Luxembourg is used. Results show that low end-to-end latency for vehicular communication can be achieved. During service migration, both the traffic generated by migration and the other traffic (e.g., control information, video) are transmitted via mobile backhaul networks. To balance the performance of the two kinds of traffic, a delay-aware bandwidth slicing scheme is proposed. Simulation results show that, with the proposed method, migration data can be transmitted successfully within a required time threshold, while the latency and jitter for nonmigration traffic with different priorities can be reduced significantly.","PeriodicalId":236289,"journal":{"name":"Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123087782","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

Prospects of 5G Satellite Networks Development 5G卫星网络发展展望

Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond Pub Date : 2020-01-24 DOI: 10.5772/intechopen.90943

V. Tikhvinskiy, Victor A. Koval

{"title":"Prospects of 5G Satellite Networks Development","authors":"V. Tikhvinskiy, Victor A. Koval","doi":"10.5772/intechopen.90943","DOIUrl":"https://doi.org/10.5772/intechopen.90943","url":null,"abstract":"In the future, 5G networks will represent the global telecommunication infrastructure of the digital economy, which should cover the whole world including inaccessible areas not covered by 5G terrestrial networks. Given this, the satellite segment of 5G networks becomes one of the pressing issues of development and standardization at the second stage of 5G networks development in the period 2020–2025. The requirements for 5G satellite network will be determined primarily by combination of key services supported by 5G networks, which are combined by three basic business models of 5G terrestrial networks: enhanced Mobile Broadband Access (eMBB), Massive Internet of Things connections (mIoT), and Ultra-reliable low-latency communication (uRLLC). 3GPP as leading international standards body has identified several use cases and scenarios of 5G satellite networks development. 5G satellite networks are understood to mean networks in which the NG-RAN radio access network is constructed using a satellite network technology. The chapter has discussed the spectral and technological aspects of 5G satellite network developments, issues of architecture and role of delays on quality of services of 5G satellite segment, and possibility of constructing a 5G satellite segment based on distributed and centralized gNB base stations. The issues of satellite payload utilization have considered for bent-pipe and on-board processing technologies in 5G satellite segment.","PeriodicalId":236289,"journal":{"name":"Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114402074","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: 6