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面向5G/Beyond 5G的移动边缘缓存优化技术综述 被引量:4
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作者 刘炎培 陈宁宁 +1 位作者 朱运静 王丽萍 《计算机应用》 CSCD 北大核心 2022年第8期2487-2500,共14页
随着移动设备和新兴移动应用的广泛使用,移动网络中流量的指数级增长所引发的网络拥塞、时延较大、用户体验质量差等问题无法满足移动用户的需求。边缘缓存技术通过对网络热点内容的复用,能极大缓解无线网络的传输压力;同时,该技术减少... 随着移动设备和新兴移动应用的广泛使用,移动网络中流量的指数级增长所引发的网络拥塞、时延较大、用户体验质量差等问题无法满足移动用户的需求。边缘缓存技术通过对网络热点内容的复用,能极大缓解无线网络的传输压力;同时,该技术减少用户请求的网络时延,进而改善用户的网络体验,已经成为面向5G/Beyond 5G的移动边缘计算(MEC)中的关键性技术之一。围绕移动边缘缓存技术,首先介绍了移动边缘缓存的应用场景、主要特性、执行过程和评价指标;其次,对以低时延高能效、低时延高命中率及最大化收益为优化目标的边缘缓存策略进行了分析和对比,并总结出各自的关键研究点;然后,阐述了支持5G的MEC服务器的部署,并在此基础上分析了5G网络中的绿色移动感知缓存策略和5G异构蜂窝网络中的缓存策略;最后,从安全、移动感知缓存、基于强化学习的边缘缓存、基于联邦学习的边缘缓存以及Beyond 5G/6G网络的边缘缓存等几个方面讨论了边缘缓存策略的研究挑战和未来发展方向。 展开更多
关键词 移动边缘计算 移动边缘缓存 缓存优化策略 5g/beyond 5g 联邦学习 强化学习
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面向2030的未来网络关键技术综述--Beyond 5G 被引量:3
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作者 肖子玉 《电信科学》 2020年第9期114-121,共8页
ITU-T SG13于2018年设立了FG Network 2030焦点组开展为期两年的研究,聚焦未来网络需求和场景,对未来网络能力和关键技术架构进行研究,并提出面向未来研究方向的建议。针对业界关注度较高的重点技术发展方向,跟踪了ITU-T SG13面向未来... ITU-T SG13于2018年设立了FG Network 2030焦点组开展为期两年的研究,聚焦未来网络需求和场景,对未来网络能力和关键技术架构进行研究,并提出面向未来研究方向的建议。针对业界关注度较高的重点技术发展方向,跟踪了ITU-T SG13面向未来网络架构工作组对Beyond 5G及FG Network 2030的网络需求和关键技术研究,重点介绍了面向2030的网络需求和挑战,详细分析了确定性网络涉及的关键技术演进、异构网络互通的New IP架构以及面向未来网络的机器学习架构、5G网络中应用机器学习架构。 展开更多
关键词 beyond 5g 确定性网络 机器学习 New IP
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On the Performance of Active Analog Self-Interference Cancellation Techniques for Beyond 5G Systems 被引量:2
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作者 Haifeng Luo Mark Holm Tharmalingam Ratnarajah 《China Communications》 SCIE CSCD 2021年第10期158-168,共11页
The in-band full-duplex(IBFD)mechanism is of interest in beyond 5 G systems due to its potential to enhance spectral efficiency and reduce delay.To achieve the maximum gain of IBFD systems,the significant self-interfe... The in-band full-duplex(IBFD)mechanism is of interest in beyond 5 G systems due to its potential to enhance spectral efficiency and reduce delay.To achieve the maximum gain of IBFD systems,the significant self-interference(SI)must be efficiently suppressed.The challenges of wideband selfinterference cancellation(SIC)lie in the radio frequency(RF)domain,where the performance will be limited by the hardware.This paper reviews current RF cancellation mechanisms and investigates an efficient mechanism for future wideband systems with minimum complexity.The working principle and implementation details of multi-tap cancellers are first introduced,then an optical domain-based RF canceller is reviewed,and a novel low-cost design is proposed.To minimize the cost and complexity of the canceller,the minimum required number of taps are analyzed.Simulation results show that with the commonly used 12-bits analog-to-digital converter(ADC)at the receiver,the novel optical domain-based canceller can enable efficient SIC in the 3 GPP LTE specifications compatible system within 400 MHz bandwidth. 展开更多
关键词 full-duplex beyond 5g system self-interference cancellation optical domain-based canceller
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Challenges,Opportunities,and Future Research in the Integration of 5G/6G Networks,LEO Satellites,and IoT for Environmental Protection and Sustainable Development at ECSTAR
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作者 Settapong Malisuwan 《Journal of Environmental Science and Engineering(B)》 2023年第3期146-159,共14页
The rapid proliferation of connected IoT(Internet of Things)devices,along with the increasing demand for 5G mobile networks and ubiquitous high-speed connectivity,poses significant challenges in the telecommunications... The rapid proliferation of connected IoT(Internet of Things)devices,along with the increasing demand for 5G mobile networks and ubiquitous high-speed connectivity,poses significant challenges in the telecommunications sector.To address these challenges,a comprehensive understanding of the integration of 5G/6G networks and LEO(Low Earth Orbit)satellite networks is required,forming the concept of“integrated networks”.Integration offers valuable advantages,including service continuity,wide-area coverage,and support for critical communications and emerging applications.This paper provides a high-level overview of the convergence of 5G/6G,LEO satellites,and IoT devices,shedding light on the technological challenges and standardization issues associated with the transition from 5G to 6G networks using NTNs(Non-Terrestrial Networks)based on LEO satellites.Furthermore,this research delves into the emerging social issues,potential possibilities,and the paradigm shift from the IoT to the IoI(Internet of Intelligence),which is poised to revolutionize the landscape of 6G wireless networks.By highlighting the interconnectedness of 5G/6G networks,LEO satellite systems,and IoT devices,it underscores the importance of leveraging these converging technologies to address environmental protection and achieve the United Nations SDGs(Sustainable Development Goals).In addition to providing valuable insights for readers seeking to comprehend the convergence of 5G/6G networks,LEO satellite systems,and IoT devices,this paper represents the outcomes of a comprehensive analysis conducted at the ECSTAR(Excellence Center of Space Technology and Research).Through an examination of technological challenges and advancements,it identifies future research directions and potential avenues for exploration at ECSTAR,thereby contributing to a broader understanding of integrated networks and their profound impact on future telecommunications systems.This research serves as a significant resource for advancing the knowledge and discourse surrounding the linkages between the convergence of these technologies,environmental protection,and the pursuit of the SDGs. 展开更多
关键词 6G beyond 5g IOT LEO satellite SDGs environmental protection
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RIS-Assisted Cell-Free MIMO: A Survey
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作者 ZHAO Yaqiong KE Hongqin +2 位作者 XU Wei YE Xinquan CHEN Yijian 《ZTE Communications》 2024年第1期77-86,共10页
Cell-free(CF)multiple-input multiple-output(MIMO)is a promising technique to enable the vision of ubiquitous wireless connectivity for next-generation network communications.Compared to traditional co-located massive ... Cell-free(CF)multiple-input multiple-output(MIMO)is a promising technique to enable the vision of ubiquitous wireless connectivity for next-generation network communications.Compared to traditional co-located massive MIMO,CF MIMO allows geographically distributed access points(APs)to serve all users on the same time-frequency resource with spatial multiplexing techniques,resulting in better performance in terms of both spectral efficiency and coverage enhancement.However,the performance gain is achieved at the expense of deploying more APs with high cost and power consumption.To address this issue,the recently proposed reconfigurable intelligent surface(RIS)technique stands out with its unique advantages of low cost,low energy consumption and programmability.In this paper,we provide an overview of RIS-assisted CF MIMO and its interaction with advanced optimization designs and novel applications.Particularly,recent studies on typical performance metrics such as energy efficiency(EE)and spectral efficiency(SE)are surveyed.Besides,the application of RIS-assisted CF MIMO techniques in various future communication systems is also envisioned.Additionally,we briefly discuss the technical challenges and open problems for this area to inspire research direction and fully exploit its potential in meeting the demands of future wireless communication systems. 展开更多
关键词 mmWave beyond 5g(B5g) Internet of Everything(IoE) cell-free MIMO RIS unmanned aerial vehicle(UAV) physical layer security(PLS) wireless energy transfer(WET)
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面向B5G和6G通信的数字孪生信道研究 被引量:17
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作者 王健 杨闯 闫宁宁 《电波科学学报》 CSCD 北大核心 2021年第3期340-348,385,共10页
为支撑B5G、6G通信产业发展和系统转型升级,将数字孪生技术与B5G、6G通信信道模拟的关键环节、关键场景、关键对象紧密结合,提出了数字孪生信道的技术内涵.在此基础上,面向B5G和6G通信场景,建立了数字孪生信道的应用体系、功能体系、技... 为支撑B5G、6G通信产业发展和系统转型升级,将数字孪生技术与B5G、6G通信信道模拟的关键环节、关键场景、关键对象紧密结合,提出了数字孪生信道的技术内涵.在此基础上,面向B5G和6G通信场景,建立了数字孪生信道的应用体系、功能体系、技术体系和标准体系,并从全生命周期视角对数字孪生信道在B5G和6G通信系统论证设计、研制生产、测试试验、运维管理等环境的应用进行了探讨.上述研究有望为B5G、6G通信系统的产业发展和工程建设提供有益参考,推动数字孪生信道在B5G、6G通信领域和行业中应用,为实现B5G、6G通信信道数字化、智能化、服务化、绿色可持续化提供技术支撑. 展开更多
关键词 数字孪生 B5g 6G 通信信道
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论5G时代ToB领域应用拓展困境和6G突破之策 被引量:5
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作者 杨立 方琰崴 谢峰 《邮电设计技术》 2022年第6期30-34,共5页
5G-NR/5G-Advanced移动通信系统能力已很强大,基本实现了万物互联的5G愿景,但它们在ToB领域市场的应用发展还远低于初始预期,商用广度、规模和营收仍不理想。从ODICT业态宏观和系统技术微观的双视角出发,分别阐述了5G-NR/5G-Advanced在... 5G-NR/5G-Advanced移动通信系统能力已很强大,基本实现了万物互联的5G愿景,但它们在ToB领域市场的应用发展还远低于初始预期,商用广度、规模和营收仍不理想。从ODICT业态宏观和系统技术微观的双视角出发,分别阐述了5G-NR/5G-Advanced在ToB市场的拓展困境之所在,论述未来6G移动通信新系统的设计和商用模式应在哪些关键方面发力和未来6G时代还需哪些ToB突破之策。 展开更多
关键词 5g 垂直行业应用 通感融合 融合共生模式
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5G核心网标准化进展及B5G演进初探 被引量:16
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作者 施南翔 宋月 +1 位作者 刘景磊 张昊 《移动通信》 2020年第1期1-7,共7页
为了给后续B5G核心网技术研究和标准化提供思路,首先介绍了5G核心网的服务化架构,描述了网络切片、边缘计算等关键技术;然后介绍了3GPP R15核心网标准化成果,提出了5G核心网系统架构,并介绍了R16在固移融合、5G LAN、TSN等方向的核心网... 为了给后续B5G核心网技术研究和标准化提供思路,首先介绍了5G核心网的服务化架构,描述了网络切片、边缘计算等关键技术;然后介绍了3GPP R15核心网标准化成果,提出了5G核心网系统架构,并介绍了R16在固移融合、5G LAN、TSN等方向的核心网标准化进展;其次介绍了ITU IMT-2020核心网标准化进展,包括IMT-2020核心网架构,给出了B5G核心网演进思路分析,提出网络极简化、行业专网增强、网络智能化、uRLLC、mMTC、天地一体化等5G核心网演进方向,并提供了3GPP、ITU的B5G核心网标准化最新进展;最后提出B5G核心网技术方案研究和标准化应覆盖全部的主流技术方向,面向未来做好技术能力储备。 展开更多
关键词 5g B5g 核心网 标准化 网络演进
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针对5G/B5G的大规模MIMO系统射频前端设计 被引量:3
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作者 马建国 《中兴通讯技术》 2020年第4期50-57,共8页
大规模多输入多输出(MIMO)成为支撑5G/B5G同时满足大数据率和大空间覆盖的必选技术,包含天线阵和射频驱动的射频前端设计技术成为5G/B5G时代的关键技术之一。成本效益将主导大规模MIMO系统的商业化,面向成本的设计(DfC)是新的趋势。介... 大规模多输入多输出(MIMO)成为支撑5G/B5G同时满足大数据率和大空间覆盖的必选技术,包含天线阵和射频驱动的射频前端设计技术成为5G/B5G时代的关键技术之一。成本效益将主导大规模MIMO系统的商业化,面向成本的设计(DfC)是新的趋势。介绍了当前针对射频前端系统DfC的最新进展和引入大规模MIMO后带来的新挑战,指出如何修正传统的香农定理成为5G/B5G时代的最基础理论挑战。 展开更多
关键词 大规模多输入多输出 射频前端设计 面向成本的设计 5g/B5g 香农定理
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基于5G的高铁列车超视距行车辅助预警系统 被引量:4
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作者 陈建译 《铁道通信信号》 2022年第2期49-55,共7页
针对高铁列车运行前方出现异物入侵、人员侵限、隧道落物、山体滑坡等突发危险情况时,司机如何提前实现险情预判并采取措施,设计开发了基于5G的高铁列车超视距行车辅助预警系统。通过高铁沿线部署的摄像头等智能感知设备采集视频信息,... 针对高铁列车运行前方出现异物入侵、人员侵限、隧道落物、山体滑坡等突发危险情况时,司机如何提前实现险情预判并采取措施,设计开发了基于5G的高铁列车超视距行车辅助预警系统。通过高铁沿线部署的摄像头等智能感知设备采集视频信息,并通过光纤传回铁路局智能视频云平台及视频共享中心,进行险情智能识别;结合列车寻位进行关联计算后,通过5G网络将视频及报警信息传输至动车组司机室的车载显示终端,为司机提供超视距视频展示、前方险情报警及行车导引等功能。该系统已在广深港客运专线开展了现场试验,取得了良好效果,为高铁行车安全提供了新的技防手段。 展开更多
关键词 高铁 5g网络 超视距 险情识别 预警 智能感知
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一类基于定向Q-Learning的后5G无线网络上下行多业务并发功率分配方法
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作者 还婧文 杨少石 +3 位作者 袁田浩 孟阔 毕嘉辉 唐玉蓉 《中国传媒大学学报(自然科学版)》 2022年第2期27-33,共7页
在后5G时代,基于动态时分双工技术的无线网络需要同时支持传输方向、速率、时延、可靠性等指标具有差异性的多类型业务共存及并发,这会导致复杂的跨小区交叉链路干扰问题。本文提出了一类基于定向Q-Learning的无线网络上下行多业务并发... 在后5G时代,基于动态时分双工技术的无线网络需要同时支持传输方向、速率、时延、可靠性等指标具有差异性的多类型业务共存及并发,这会导致复杂的跨小区交叉链路干扰问题。本文提出了一类基于定向Q-Learning的无线网络上下行多业务并发功率分配方法,利用平均意见分作为多业务的用户体验质量评价指标,对无线网络中的基站及用户发射功率进行分配。通过对新用户加入后Q-table的更新方式进行改进,提出了三种优化的Q-Learning算法。仿真结果表明,改进后的算法在用户数动态变化的场景下,在保证合理的平均意见分和拥塞率时,降低了迭代次数,提高了算法收敛性能。 展开更多
关键词 无线网络 功率分配 机器学习 5g 多业务
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Sub-Terahertz Channel Sounder: Review and Future Challenges 被引量:1
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作者 Yejian Lyu Pekka Kyosti Wei Fan 《China Communications》 SCIE CSCD 2023年第6期26-48,共23页
Due to the large amount of unused and unexplored spectrum resources, the so-called subTerahertz(sub-THz) frequency bands from 100 to 300 GHz are seen as promising bands for the next generation of wireless communicatio... Due to the large amount of unused and unexplored spectrum resources, the so-called subTerahertz(sub-THz) frequency bands from 100 to 300 GHz are seen as promising bands for the next generation of wireless communication systems. Channel modeling at sub-THz bands is essential for the design and deployment of future wireless communication systems. Channel measurement is a widely adopted method to obtain channel characteristics and establish mathematical channel models. Channel measurements depend on the design and construction of channel sounders. Thus, reliable channel sounding techniques and accurate channel measurements are required. In this paper, the requirements of an ideal channel sounder are discussed and the main channel sounding techniques are described for the subTHz frequency bands. The state-of-the-art sub-THz channel sounders reported in the literature and respective channel measurements are presented. Moreover, a vector network analyzer(VNA) based channel sounder, which supports frequency bands from 220 to330 GHz is presented and its performance capability and limitation are evaluated. This paper also discussed the challenge and future outlook of the sub-THz channel sounders and measurements. 展开更多
关键词 radio propagation beyond 5g communication sub-terahertz channel sounding techniques
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基于本地OTN的5G承载网组网策略 被引量:2
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作者 张纬卿 《长江信息通信》 2021年第6期181-185,共5页
文章简要阐述了5G对传送网的需求,综述了OTN网络在因应挑战时可选择的新兴技术,提出了面向5G背景的综合化本地OTN组网策略,分析归纳了三大类承载模型。
关键词 5g应用场景 差异化承载 OTN OXC 超100G 低时延 网络切片
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发展中国太赫兹高速通信技术与应用的思考 被引量:13
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作者 陈智 张雅鑫 李少谦 《中兴通讯技术》 2018年第3期43-47,共5页
太赫兹通信是未来移动通信(Beyond 5G)中极具优势的技术途径,也是空间信息网络高速传输的重要技术手段,具有军民融合、协同发展的应用前景。中国太赫兹高速无线通信关键技术已经取得了重要突破,与世界技术水平基本同步。因此,进一步加... 太赫兹通信是未来移动通信(Beyond 5G)中极具优势的技术途径,也是空间信息网络高速传输的重要技术手段,具有军民融合、协同发展的应用前景。中国太赫兹高速无线通信关键技术已经取得了重要突破,与世界技术水平基本同步。因此,进一步加大力度发展太赫兹高速通信技术,对于中国引领国际高速无线通信技术发展和未来移动通信标准化进程具有重要的战略意义。 展开更多
关键词 太赫兹通信 未来移动通信 beyond 5g
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LoS MIMO Transmission for LEO Satellite Communication Systems 被引量:1
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作者 Lingxuan Li Tingting Chen +3 位作者 Wenjin Wang Xiaohang Song Li You Xiqi Gao 《China Communications》 SCIE CSCD 2022年第10期180-193,共14页
To provide global service with low latency, the broadband low earth orbits (LEO) satellite constellation based communication systems have become one of the focuses in academic and industry. To allow for wideband acces... To provide global service with low latency, the broadband low earth orbits (LEO) satellite constellation based communication systems have become one of the focuses in academic and industry. To allow for wideband access for user links, the feeder link of LEO satellite is correspondingly required to support high throughput data communications. To this end, we propose to apply line-of-sight (LoS) multiple-input multiple-output (MIMO) transmission for the feeder link to achieve spatial multiplexing by optimizing the antenna arrangement. Unlike the LoS MIMO applications for static scenarios, the movement of LEO satellites make it impractical to adjust the optimal antenna separation for all possible satellite positions. To address this issue, we propose to design the antenna placement to maximize the ergodic channel capacity during the visible region of the ground station. We first derive the closed-form probability distribution of the satellite trajectory in visible region. Based on which the ergodic channel capacity can be then calculated numerically. The antenna placement can be further optimized to maximize the ergodic channel capacity. Numerical results verify the derived probability distribution of the satellite trajectory, and show that the proposed LoS MIMO scheme can significantly increase the ergodic channel capacity compared with the existing SISO one. 展开更多
关键词 LoS MIMO LEO satellite ergodic channel capacity beyond 5g
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Milestones of Wireless Communication Networks and Technology Prospect of Next Generation(6G) 被引量:1
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作者 Mohammed H.Alsharif Md.Sanwar Hossain +3 位作者 Abu Jahid Muhammad Asghar Khan Bong Jun Choi Samih M.Mostafa 《Computers, Materials & Continua》 SCIE EI 2022年第6期4803-4818,共16页
Since around 1980,a new generation of wireless technology has arisen approximately every 10 years.First-generation(1G)and secondgeneration(2G)began with voice and eventually introduced more and more data in third-gene... Since around 1980,a new generation of wireless technology has arisen approximately every 10 years.First-generation(1G)and secondgeneration(2G)began with voice and eventually introduced more and more data in third-generation(3G)and became highly popular in the fourthgeneration(4G).To increase the data rate along with low latency and mass connectivity the fifth-generation(5G)networks are being installed from 2020.However,the 5G technology will not be able to fulfill the data demand at the end of this decade.Therefore,it is expected that 6G communication networks will rise,providing better services through the implementation of new enabling technologies and allowing users to connect everywhere.6G technology would not be confined to cellular communications networks,but would also comply with non-terrestrial communication system requirements,such as satellite communication.The ultimate objectives of this work are to address the major challenges of the evolution of cellular communication networks and to discourse the recent growth of the industry based on the key scopes of application and challenges.The main areas of research topics are summarized into(i)major 6G wireless networkmilestones;(ii)key performance indicators;(iii)future new applications;and(iv)potential fields of research,challenges,and open issues. 展开更多
关键词 Wireless networks beyond 5g 6G communications terahertz frequency terahertz communications holographic calls
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Long-Range VNA-Based Channel Sounder: Design and Measurement Validation at MmWave and Sub-THz Frequency Bands
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作者 Mikkel Bengtson Yejian Lyu Wei Fan 《China Communications》 SCIE CSCD 2022年第11期47-59,共13页
With the increasing demand for high bandwidth wireless communication systems,and with a congested spectrum in the sub-6 GHz frequency bands,researchers have been looking into exploration of millimeter wave(mmWave)and ... With the increasing demand for high bandwidth wireless communication systems,and with a congested spectrum in the sub-6 GHz frequency bands,researchers have been looking into exploration of millimeter wave(mmWave)and sub-terahertz(subTHz)frequency bands.Channel modeling is essential for system design and performance evaluation of new wireless communication systems.Accurate channel modeling relies on reliable measured channel data,which is collected by high-fidelity channel sounders.Furthermore,it is of importance to understand to which extent channel parameters are frequency dependent in typical deployment scenario(including both indoor short-range and outdoor long-range scenarios).To achieve this purpose,this paper presents a stateof-art long-range 28 GHz and 300 GHz VNA-based channel sounder using optical cable solutions,which can support a measurement range up to 300 m and 600 m in principle,respectively.The design,development and validation of the long-range channel sounders at mmWave and sub-THz bands are reported,with a focus on their system principle,link budget,and backto-back measurements.Furthermore,a measurement campaign in an indoor corridor is performed using the developed 300 GHz system and 28 GHz channel sounding systems.Both measured channels at the 28 GHz and 300 GHz channels are shown to be highly sparse and specular.A higher number of Multi Path Components(MPC)are observed for the 28 GHz system,while the same main MPC are observed for both systems. 展开更多
关键词 mmWave channel sounding sub-THz radio propagation beyond 5g communications
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Toward 6G Communication Networks:Terahertz Frequency Challenges and Open Research Issues
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作者 Mohammed H.Alsharif Mahmoud A.M Albreem +1 位作者 Ahmad A.A Solyman Sunghwan Kim 《Computers, Materials & Continua》 SCIE EI 2021年第3期2831-2842,共12页
Future networks communication scenarios by the 2030s will include notable applications are three-dimensional(3D)calls,haptics communications,unmanned mobility,tele-operated driving,bio-internet of things,and the Nanoi... Future networks communication scenarios by the 2030s will include notable applications are three-dimensional(3D)calls,haptics communications,unmanned mobility,tele-operated driving,bio-internet of things,and the Nanointernet of things.Unlike the current scenario in which megahertz bandwidth are sufficient to drive the audio and video components of user applications,the future networks of the 2030s will require bandwidths in several gigahertzes(GHz)(from tens of gigahertz to 1 terahertz[THz])to perform optimally.Based on the current radio frequency allocation chart,it is not possible to obtain such a wide contiguous radio spectrum below 90 GHz(0.09 THz).Interestingly,these contiguous blocks of radio spectrum are readily available in the higher electromagnetic spectrum,specifically in the Terahertz(THz)frequency band.The major contribution of this study is discussing the substantial issues and key features of THz waves,which include(i)key features and significance of THz frequency;(ii)recent regulatory;(iii)the most promising applications;and(iv)possible open research issues.These research topics were deeply investigated with the aim of providing a specific,synopsis,and encompassing conclusion.Thus,this article will be as a catalyst towards exploring new frontiers for future networks of the 2030s. 展开更多
关键词 Wireless networks beyond 5g 6G communications terahertz waves terahertz frequency terahertz communications
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Toward Optimal Cost-Energy Management Green Framework for Sustainable Future Wireless Networks
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作者 Mohammed H.Alsharif Abu Jahid +3 位作者 Mahmoud A.Albreem Peerapong Uthansakul Jamel Nebhen Khalid Yahya 《Computers, Materials & Continua》 SCIE EI 2021年第7期1321-1339,共19页
The design of green cellular networking according to the trafc arrivals has the capability to reduce the overall energy consumption to a cluster in a cost-effective way.The cell zooming approach has appealed much atte... The design of green cellular networking according to the trafc arrivals has the capability to reduce the overall energy consumption to a cluster in a cost-effective way.The cell zooming approach has appealed much attention that adaptively ofoads the BS load demands adjusting the transmit power based on the trafc intensity and green energy availability.Besides,the researchers are focused on implementing renewable energy resources,which are considered the most attractive practices in designing energy-efcient wireless networks over the long term in a cost-efcient way in the existing infrastructure.The utilization of available solar can be adapted to acquire cost-effective and reliable power supply to the BSs,especially that sunlight is free,available everywhere,and a good alternative energy option for the remote areas.Nevertheless,planning a photovoltaic scheme necessitates viability assessment to avoid poor power supply,particularly for BSs.Therefore,cellular operators need to consider both technical and economic factors before the implementation of solar-powered BSs.This paper proposed the usercentric cell zooming policy of solar-powered cellular base stations taking into account the optimal technical criteria obtained by the HOMER software tool.The results have shown that the proposed system can provide operational expenditure(OPEX)savings of up to 47%.In addition,the efcient allocation of resource blocks(RBs)under the cell zooming technique attain remarkable energy-saving performance yielding up to 27%. 展开更多
关键词 Wireless networks beyond 5g green communications sustainability OPEX communication systems
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Blockchain for Network Slicing in 5G and Beyond:Survey and Challenges
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作者 Shihan Bao Yacong Liang Hui Xu 《Journal of Communications and Information Networks》 EI CSCD 2022年第4期349-359,共11页
Network slicing has gained popularity as a result of the advances in the fifth generation(5G)mobile network.Network slicing facilitates the support of different service types with varying requirements,which brings int... Network slicing has gained popularity as a result of the advances in the fifth generation(5G)mobile network.Network slicing facilitates the support of different service types with varying requirements,which brings into light the slicing-aware next generation mobile network architecture.While allowing resource sharing among multiple stakeholders,there is a long list of administrative negotiations among parties that have not established mutual trust.Distributed ledger technology may be a solution to mitigate the above issues by taking its decentralized yet immutable and auditable ledger,which may help to ease administrative negotiations and build mutual trust among multi-stakeholders.There have been many research interests in this direction which focus on handling various problems in network slicing.This paper aims at constructing this area of knowledge by introducing network slice from a standardization point of view to start with,and presenting security,privacy,and trust challenges of network slicing in 5G and beyond networks.Furthermore,this paper covers distributed ledger technologies basics and related approaches that tackle security,privacy,and trust threats in network slicing for 5G and beyond networks.The various proposals proposed in the literature are compared and presented.Lastly,limitations of current work and open challenges are illustrated as well. 展开更多
关键词 network slicing blockchain beyond 5g security privacy and trust
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