Pub Date : 2021-01-04DOI: 10.4018/978-1-7998-7708-0.CH008
I. Comsa, Sijing Zhang, Mehmet Emin Aydin, P. Kuonen, R. Trestian, G. Ghinea
The user experience constitutes an important quality metric when delivering high-definition video services in wireless networks. Failing to provide these services within requested data rates, the user perceived quality is strongly degraded. On the radio interface, the packet scheduler is the key entity designed to satisfy the users' data rates requirements. In this chapter, a novel scheduler is proposed to guarantee the bit rate requirements for different types of services. However, the existing scheduling schemes satisfy the user rate requirements only at some extent because of their inflexibility to adapt for a variety of traffic and network conditions. In this sense, the authors propose an innovative framework able to select each time the most appropriate scheduling scheme. This framework makes use of reinforcement learning and neural network approximations to learn over time the scheduler type to be applied on each momentary state. The simulation results show the effectiveness of the proposed techniques for a variety of data rates' requirements and network conditions.
{"title":"Guaranteeing User Rates With Reinforcement Learning in 5G Radio Access Networks","authors":"I. Comsa, Sijing Zhang, Mehmet Emin Aydin, P. Kuonen, R. Trestian, G. Ghinea","doi":"10.4018/978-1-7998-7708-0.CH008","DOIUrl":"https://doi.org/10.4018/978-1-7998-7708-0.CH008","url":null,"abstract":"The user experience constitutes an important quality metric when delivering high-definition video services in wireless networks. Failing to provide these services within requested data rates, the user perceived quality is strongly degraded. On the radio interface, the packet scheduler is the key entity designed to satisfy the users' data rates requirements. In this chapter, a novel scheduler is proposed to guarantee the bit rate requirements for different types of services. However, the existing scheduling schemes satisfy the user rate requirements only at some extent because of their inflexibility to adapt for a variety of traffic and network conditions. In this sense, the authors propose an innovative framework able to select each time the most appropriate scheduling scheme. This framework makes use of reinforcement learning and neural network approximations to learn over time the scheduler type to be applied on each momentary state. The simulation results show the effectiveness of the proposed techniques for a variety of data rates' requirements and network conditions.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133300582","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}
Pub Date : 2017-04-03DOI: 10.4018/978-1-5225-2799-2.CH006
M. Condoluci, María Ángel Lema Rosas, Toktam Mahmoodi, M. Dohler
The effective provisioning of industry verticals over the next-to-come 5G systems opens novel business opportunities for telco operators especially when considering the integration of Internet of Things (IoT) devices as enablers of business cases based on remote sensing and control. This chapter highlights the main features of IoT verticals with particular attention on healthcare, smart cities, industry automation and entertainment business cases. The aim of this Chapter is to derive the requirements such IoT verticals pose in terms of design features to be considered in the standardization of 5G systems. This chapter presents the state of the art on the contribution from the research community and standardization bodies to address the 5G design characteristics with particular attention to the features enabling a proper management of IoT-oriented business cases.
{"title":"5G IoT Industry Verticals and Network Requirements","authors":"M. Condoluci, María Ángel Lema Rosas, Toktam Mahmoodi, M. Dohler","doi":"10.4018/978-1-5225-2799-2.CH006","DOIUrl":"https://doi.org/10.4018/978-1-5225-2799-2.CH006","url":null,"abstract":"The effective provisioning of industry verticals over the next-to-come 5G systems opens novel business opportunities for telco operators especially when considering the integration of Internet of Things (IoT) devices as enablers of business cases based on remote sensing and control. This chapter highlights the main features of IoT verticals with particular attention on healthcare, smart cities, industry automation and entertainment business cases. The aim of this Chapter is to derive the requirements such IoT verticals pose in terms of design features to be considered in the standardization of 5G systems. This chapter presents the state of the art on the contribution from the research community and standardization bodies to address the 5G design characteristics with particular attention to the features enabling a proper management of IoT-oriented business cases.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132575679","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-5225-9008-8.CH011
Matt Heckman
The development of 5G and IoT standards requires an active participation of small and medium-sized companies (SMEs). These SMEs do not always have the resources and expertise to participate in the work of standard development organizations (SDOs). The valuation of the patents in standards can be based on “license for all” or “end-user” concepts. A specific choice for use-based licensing terms by an SDO might drive SMEs more towards standard-setting in consortia. The chapter will discuss the competition law aspects of both licensing concepts for SMEs and the recent communication in this field by the EU Commission.
{"title":"Licensing Terms for IoT Standard-Setting","authors":"Matt Heckman","doi":"10.4018/978-1-5225-9008-8.CH011","DOIUrl":"https://doi.org/10.4018/978-1-5225-9008-8.CH011","url":null,"abstract":"The development of 5G and IoT standards requires an active participation of small and medium-sized companies (SMEs). These SMEs do not always have the resources and expertise to participate in the work of standard development organizations (SDOs). The valuation of the patents in standards can be based on “license for all” or “end-user” concepts. A specific choice for use-based licensing terms by an SDO might drive SMEs more towards standard-setting in consortia. The chapter will discuss the competition law aspects of both licensing concepts for SMEs and the recent communication in this field by the EU Commission.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122426501","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-7998-1786-4.ch010
Sheshadri Chatterjee
Development of cities brings in overall economic growth of the country. As a result, cities are taking new shape with modern facilities to ensure development. In this perspective, Government of India (GOI) has announced to create 100 Smart Cities across different locations in India. In these Smart Cities, modern infrastructure would be created with introduction of modern 5G network systems. This network system is expected to bring in considerable improvements in the Smart Cities if the security and privacy issues involved in this system can be addressed. This chapter has taken an attempt to identify the critical success factors (CSFs) instrumental to improve this network system within the acceptable level of security and privacy vulnerabilities in Smart Cities of India. To identify the CSFs, different standard methods including questionnaire-oriented survey, brainstorming have been adopted. Interpretive structural modelling (ISM) methodology has been used to find out inter-relationships among the CSFs along with identification of driving forces.
{"title":"Critical Success Factors to Create 5G Networks in the Smart Cities of India From the Security and Privacy Perspectives","authors":"Sheshadri Chatterjee","doi":"10.4018/978-1-7998-1786-4.ch010","DOIUrl":"https://doi.org/10.4018/978-1-7998-1786-4.ch010","url":null,"abstract":"Development of cities brings in overall economic growth of the country. As a result, cities are taking new shape with modern facilities to ensure development. In this perspective, Government of India (GOI) has announced to create 100 Smart Cities across different locations in India. In these Smart Cities, modern infrastructure would be created with introduction of modern 5G network systems. This network system is expected to bring in considerable improvements in the Smart Cities if the security and privacy issues involved in this system can be addressed. This chapter has taken an attempt to identify the critical success factors (CSFs) instrumental to improve this network system within the acceptable level of security and privacy vulnerabilities in Smart Cities of India. To identify the CSFs, different standard methods including questionnaire-oriented survey, brainstorming have been adopted. Interpretive structural modelling (ISM) methodology has been used to find out inter-relationships among the CSFs along with identification of driving forces.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129338325","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-5225-7570-2.CH002
Irina Tal, Gabriel-Miro Muntean
This chapter highlights the importance of vehicular ad-hoc networks (VANETs) in the context of the 5G-enabled smarter cities and roads, a topic that attracts significant interest. In order for VANETs and its associated applications to become a reality, a very promising avenue is to bring together multiple wireless technologies in the architectural design. 5G is envisioned to have a heterogeneous network architecture. Clustering is employed in designing optimal VANET architectures that successfully use different technologies. Therefore, clustering has the potential to play an important role in the 5G-VANET-enabled solutions. This chapter presents a survey of clustering approaches in the VANET research area. The survey provides a general classification of the clustering algorithms, presents some of the most advanced and latest algorithms in VANETs, and it is among the fewest works in the literature that reviews the performance assessment of clustering algorithms.
{"title":"Clustering and 5G-Enabled Smart Cities","authors":"Irina Tal, Gabriel-Miro Muntean","doi":"10.4018/978-1-5225-7570-2.CH002","DOIUrl":"https://doi.org/10.4018/978-1-5225-7570-2.CH002","url":null,"abstract":"This chapter highlights the importance of vehicular ad-hoc networks (VANETs) in the context of the 5G-enabled smarter cities and roads, a topic that attracts significant interest. In order for VANETs and its associated applications to become a reality, a very promising avenue is to bring together multiple wireless technologies in the architectural design. 5G is envisioned to have a heterogeneous network architecture. Clustering is employed in designing optimal VANET architectures that successfully use different technologies. Therefore, clustering has the potential to play an important role in the 5G-VANET-enabled solutions. This chapter presents a survey of clustering approaches in the VANET research area. The survey provides a general classification of the clustering algorithms, presents some of the most advanced and latest algorithms in VANETs, and it is among the fewest works in the literature that reviews the performance assessment of clustering algorithms.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124554541","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-5225-7570-2.CH004
G. Araniti, M. Condoluci, S. Pizzi, A. Molinaro
In recent years, mobile operators are observing a growing demand of multicast services over radio cellular networks. In this scenario, multicasting is the technology exploited to serve a group of users who simultaneously request the same data content. Since multicast applications are expected to be massively exchanged over the forthcoming fifth generation (5G) systems, the third-generation partnership project (3GPP) defined the multimedia broadcast multicast service (MBMS) standard. MBMS supports multicast services over long-term evolution (LTE), and the 4G wireless technology provides high quality services in mobile environments. Nevertheless, several issues related to the management of MBMS services together with more traditional unicast services are still open. The aim of this chapter is to analyze the main challenges in supporting heterogeneous traffic over LTE with particular attention to resource management, considered as the key aspect for an effective provisioning of mobile multimedia services over cellular networks.
{"title":"Resource Management of Mixed Unicast and Multicast Services Over LTE","authors":"G. Araniti, M. Condoluci, S. Pizzi, A. Molinaro","doi":"10.4018/978-1-5225-7570-2.CH004","DOIUrl":"https://doi.org/10.4018/978-1-5225-7570-2.CH004","url":null,"abstract":"In recent years, mobile operators are observing a growing demand of multicast services over radio cellular networks. In this scenario, multicasting is the technology exploited to serve a group of users who simultaneously request the same data content. Since multicast applications are expected to be massively exchanged over the forthcoming fifth generation (5G) systems, the third-generation partnership project (3GPP) defined the multimedia broadcast multicast service (MBMS) standard. MBMS supports multicast services over long-term evolution (LTE), and the 4G wireless technology provides high quality services in mobile environments. Nevertheless, several issues related to the management of MBMS services together with more traditional unicast services are still open. The aim of this chapter is to analyze the main challenges in supporting heterogeneous traffic over LTE with particular attention to resource management, considered as the key aspect for an effective provisioning of mobile multimedia services over cellular networks.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126846712","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-7998-7708-0.ch026
Qingmin Jia, Renchao Xie, Tao Huang, Jiang Liu, Yun-jie Liu
Network slicing has been considered a promising technology in next generation mobile networks (5G), which can create virtual networks and provide customized service on demand. Most existing works on network slicing mainly focus on virtualization technology, and have not considered in-network caching well. However, in-network caching, as the one of the key technologies for information-centric networking (ICN), has been considered as a significant approach in 5G network to cope with the traffic explosion and network challenges. In this article, the authors jointly consider in-network caching combining with network slicing. They propose an efficient caching resource sharing scheme for network slicing in 5G core network, aiming at solving the problem of how to efficiently share the limited physical caching resource of Infrastructure Provider (InP) among multiple network slices. In addition, from the perspective of network slicing, the authors formulate caching resource sharing problem as a non-cooperative game, and propose an iteration algorithm based on caching resource updating to obtain the Nash Equilibrium solution. Simulation results show that the proposed algorithm has good convergence performance, and illustrate the effectiveness of the proposed scheme.
{"title":"Caching Resource Sharing for Network Slicing in 5G Core Network","authors":"Qingmin Jia, Renchao Xie, Tao Huang, Jiang Liu, Yun-jie Liu","doi":"10.4018/978-1-7998-7708-0.ch026","DOIUrl":"https://doi.org/10.4018/978-1-7998-7708-0.ch026","url":null,"abstract":"Network slicing has been considered a promising technology in next generation mobile networks (5G), which can create virtual networks and provide customized service on demand. Most existing works on network slicing mainly focus on virtualization technology, and have not considered in-network caching well. However, in-network caching, as the one of the key technologies for information-centric networking (ICN), has been considered as a significant approach in 5G network to cope with the traffic explosion and network challenges. In this article, the authors jointly consider in-network caching combining with network slicing. They propose an efficient caching resource sharing scheme for network slicing in 5G core network, aiming at solving the problem of how to efficiently share the limited physical caching resource of Infrastructure Provider (InP) among multiple network slices. In addition, from the perspective of network slicing, the authors formulate caching resource sharing problem as a non-cooperative game, and propose an iteration algorithm based on caching resource updating to obtain the Nash Equilibrium solution. Simulation results show that the proposed algorithm has good convergence performance, and illustrate the effectiveness of the proposed scheme.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114067441","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-7998-3175-4.ch007
Busra Ozdenizci Kose
Today, mobile IoT (m-IoT) connectivity is one of the significant enablers of Supply Chain 4.0 with its capabilities of secure connectivity over large areas at low cost and with low device complexity. The purpose of this chapter is to shed light on the evolution of m-IoT paradigm within context of supply chain management. The potential of LTE, 4G, and future 5G technologies and the impact of m-IoT enabling technologies, LTE-M, and NB-IoT on digital transformation of SCM are investigated through commercial deployments; current status and future directions are discussed in terms of supply chain efficiency and supply chain visibility. Accordingly, this chapter first outlines the technical architecture and features of NB-IoT and LTE-M technologies and then explores how m-IoT connectivity is creating value for supply chains through commercial deployment examples. Exploration of m-IoT potential on supply chain operations will ensure new insights and opportunities for further advancement and evolution of IoT paradigm as a means of productivity.
{"title":"Digital Transformation of Supply Chains With Mobile IoT","authors":"Busra Ozdenizci Kose","doi":"10.4018/978-1-7998-3175-4.ch007","DOIUrl":"https://doi.org/10.4018/978-1-7998-3175-4.ch007","url":null,"abstract":"Today, mobile IoT (m-IoT) connectivity is one of the significant enablers of Supply Chain 4.0 with its capabilities of secure connectivity over large areas at low cost and with low device complexity. The purpose of this chapter is to shed light on the evolution of m-IoT paradigm within context of supply chain management. The potential of LTE, 4G, and future 5G technologies and the impact of m-IoT enabling technologies, LTE-M, and NB-IoT on digital transformation of SCM are investigated through commercial deployments; current status and future directions are discussed in terms of supply chain efficiency and supply chain visibility. Accordingly, this chapter first outlines the technical architecture and features of NB-IoT and LTE-M technologies and then explores how m-IoT connectivity is creating value for supply chains through commercial deployment examples. Exploration of m-IoT potential on supply chain operations will ensure new insights and opportunities for further advancement and evolution of IoT paradigm as a means of productivity.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126270233","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-5225-1712-2.CH008
Yanxia Liang
In evolving fifth generation (5G), some demands that to be addressed are improved data rate, increased capacity, decreased latency and better quality of service. Heterogeneous networks (HetNets) is considered as an effective way to meet these prime objectives. Deployment of HetNets faces a number of challenges, among which interference management is of much importance. This chapter has summarized the major challenges and solutions of interference management. Interference cancellation, avoidance and coordination are discussed in detail, including enhanced intercell Interference Coordination (eICIC), Coordinated Multi-point Transmission (CoMP) et al. In addition, the future challenges of interference management have also been presented.
{"title":"Interference Management in Heterogeneous Networks","authors":"Yanxia Liang","doi":"10.4018/978-1-5225-1712-2.CH008","DOIUrl":"https://doi.org/10.4018/978-1-5225-1712-2.CH008","url":null,"abstract":"In evolving fifth generation (5G), some demands that to be addressed are improved data rate, increased capacity, decreased latency and better quality of service. Heterogeneous networks (HetNets) is considered as an effective way to meet these prime objectives. Deployment of HetNets faces a number of challenges, among which interference management is of much importance. This chapter has summarized the major challenges and solutions of interference management. Interference cancellation, avoidance and coordination are discussed in detail, including enhanced intercell Interference Coordination (eICIC), Coordinated Multi-point Transmission (CoMP) et al. In addition, the future challenges of interference management have also been presented.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133304767","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}
Pub Date : 1900-01-01DOI: 10.4018/978-1-5225-2799-2.CH003
V. Milosevic, B. Jokanović, O. Boric-Lubecke, V. Lubecke
This chapter presents an overview on the drivers behind the 5G evolution and explains technological breakthroughs in the microwave and millimeter wave domain that will create the 5G backbone. Extensions to millimeter wave frequency bands, advanced multi-antenna systems and antenna beamforming and simultaneous transmission and reception are some of the prospects that could lead to both architectural and component disruptive design changes in the future 5G. 5G is expected to include an innovative set of technologies that will radically change our private and professional lives, though applications of novel services, such as remote healthcare, driverless cars, wireless robots and connected homes, which will alter boundaries between the real and the cyber world.
{"title":"Key Microwave and Millimeter Wave Technologies for 5G Radio","authors":"V. Milosevic, B. Jokanović, O. Boric-Lubecke, V. Lubecke","doi":"10.4018/978-1-5225-2799-2.CH003","DOIUrl":"https://doi.org/10.4018/978-1-5225-2799-2.CH003","url":null,"abstract":"This chapter presents an overview on the drivers behind the 5G evolution and explains technological breakthroughs in the microwave and millimeter wave domain that will create the 5G backbone. Extensions to millimeter wave frequency bands, advanced multi-antenna systems and antenna beamforming and simultaneous transmission and reception are some of the prospects that could lead to both architectural and component disruptive design changes in the future 5G. 5G is expected to include an innovative set of technologies that will radically change our private and professional lives, though applications of novel services, such as remote healthcare, driverless cars, wireless robots and connected homes, which will alter boundaries between the real and the cyber world.","PeriodicalId":298363,"journal":{"name":"Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114543167","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：