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As a promising solution to achieve efficient learning among isolated data owners and solve data privacy issues, federated learning is receiving wide attention. Using the edge server as an intermediary can effectively collect sensor data,…

信号处理 · 电气工程与系统科学 2022-09-13 Jianyang Ren , Wanli Ni , Gaofeng Nie , Hui Tian

The characterization of the global maximum of energy efficiency (EE) problems in wireless networks is a challenging problem due to the non-convex nature of investigated problems in interference channels. The aim of this work is to develop a…

最优化与控制 · 数学 2017-04-26 Alessio Zappone , Emil Björnson , Luca Sanguinetti , Eduard Jorswieck

This paper presents a simple and effective method to study the spectral and energy efficiency (SE-EE) trade-off in cellular networks, an issue that has attracted significant recent interest in the wireless community. The proposed…

信息论 · 计算机科学 2016-11-18 Dimitrios Tsilimantos , Jean-Marie Gorce , Katia Jaffrès-Runser , H. Vincent Poor

Network Function Virtualization (NFV) has the potential to significantly reduce the capital and operating expenses, shorten product release cycle, and improve service agility. In this paper, we focus on minimizing the total number of…

网络与互联网体系结构 · 计算机科学 2017-02-07 Yu Sang , Bo Ji , Gagan R. Gupta , Xiaojiang Du , Lin Ye

Radio frequency (RF) energy harvesting and transfer techniques have recently become alternative methods to power the next generation of wireless networks. As this emerging technology enables proactive replenishment of wireless devices, it…

网络与互联网体系结构 · 计算机科学 2016-11-15 Xiao Lu , Ping Wang , Dusit Niyato , Zhu Han

Network function virtualization is a promising technology to simultaneously support multiple services with diverse characteristics and requirements in the 5G and beyond networks. In particular, each service consists of a predetermined…

网络与互联网体系结构 · 计算机科学 2021-06-08 Wei-Kun Chen , Ya-Feng Liu , Antonio De Domenico , Zhi-Quan Luo , Yu-Hong Dai

This paper addresses the problem of resource allocation for systems in which a primary and a secondary link share the available spectrum by an underlay or overlay approach. After observing that such a scenario models both cognitive radio…

信息论 · 计算机科学 2016-12-21 Alessio Zappone , Bho Matthiesen , Eduard A. Jorswieck

Edge intelligence enables AI inference at the network edge, co-located with or near the radio access network, rather than in centralized clouds or on mobile devices. It targets low-latency, resource-constrained applications with large data…

网络与互联网体系结构 · 计算机科学 2026-01-26 Jaume Anguera Peris , Joakim Jaldén

The next generation wireless networks need efficient mechanisms for data dissemination that should support users with better Quality of Service (QoS). Nevertheless, the existing solutions are unable to handle this demand and require either…

网络与互联网体系结构 · 计算机科学 2018-04-03 Vishal Sharma , Kathiravan Srinivasan

Despite the numerous benefits brought by Device-to-Device (D2D) communications, the introduction of D2D into cellular networks poses many new challenges in the resource allocation design due to the co-channel interference caused by spectrum…

计算机科学与博弈论 · 计算机科学 2014-08-22 Zhenyu Zhou , Mianxiong Dong , Kaoru Ota , Ruifeng Shi , Zhiheng Liu , Takuro Sato

Network Function Virtualization (NFV) has recently received significant attention as an innovative way of deploying network services. By decoupling network functions from the physical equipment on which they run, NFV has been proposed as…

网络与互联网体系结构 · 计算机科学 2015-12-02 Rashid Mijumbi

6G, the next generation of mobile networks, is set to offer even higher data rates, ultra-reliability, and lower latency than 5G. New 6G services will increase the load and dynamism of the network. Network Function Virtualization (NFV) aids…

信号处理 · 电气工程与系统科学 2024-10-10 Swarna Bindu Chetty , Avishek Nag , Ahmed Al-Tahmeesschi , Qiao Wang , Berk Canberk , Johann Marquez-Barja , Hamed Ahmadi

Future sixth generation (6G) wireless communication networks face the need to similarly meet unprecedented quality of service (QoS) demands while also providing a larger energy efficiency (EE) to minimize their carbon footprint. Moreover,…

信息论 · 计算机科学 2024-10-28 Robert-Jeron Reifert , Stefan Roth , Alaa Alameer Ahmad , Aydin Sezgin

Network Function Virtualization (NFV) and Software Distributed Networking (SDN) technologies play a crucial role in enabling 5G system and beyond. A synergy between these both technologies has been identified for enabling a new concept…

网络与互联网体系结构 · 计算机科学 2022-01-11 M. Bagaa , T. Taleb , J. B. Bernabe , A. Skarmeta

RadioWeaves network operates a large number of distributed antennas using cell-free architecture to provide high data rates and support a large number of users. Operating this network in an energy-efficient manner in the limited available…

信息论 · 计算机科学 2022-08-10 Zakir Hussain Shaik , Rimalapudi Sarvendranath , Erik G. Larsson

Wireless access through a large distributed network of low-complexity infrastructure nodes empowered with cooperation and coordination capabilities, is an emerging radio architecture, candidate to deal with the mobile data capacity crunch.…

信息论 · 计算机科学 2013-04-04 Antonis G. Gotsis , Angeliki Alexiou

In this paper, we propose a novel joint intelligent trajectory design and resource allocation algorithm based on user's mobility and their requested services for unmanned aerial vehicles (UAVs) assisted networks, where UAVs act as nodes of…

网络与互联网体系结构 · 计算机科学 2021-05-24 Mohsen Pourghasemian , Mohammad Reza Abedi , Shima Salarhosseini , Nader Mokari , Mohammad Reza Javan , Eduard A. Jorswieck

Virtual Network Embedding (VNE) is a fundamental resource allocation challenge that is associated with hard and multifaceted constraints in network function virtualization (NFV). Existing works for VNE struggle to handle such complex…

网络与互联网体系结构 · 计算机科学 2025-07-28 Tianfu Wang , Long Yang , Chao Wang , Chuan Qin , Liwei Deng , Wei Wu , Junyang Wang , Li Shen , Hui Xiong

End-to-end (E2E) quality of experience (QoE) for 6G applications depends on the synchronous allocation of networking and computing resources, also known as slicing. However, the relationship between the resources and the E2E QoE outcomes is…

网络与互联网体系结构 · 计算机科学 2022-01-17 Dibbendu Roy , Aravinda S. Rao , Tansu Alpcan , Akilan Wick , Goutam Das , Marimuthu Palaniswami

Device-to-device (D2D) communications recently have attracted much attention for its potential capability to improve spectral efficiency underlaying the existing heterogeneous networks (HetNets). Due to no sophisticated control, D2D user…

信息论 · 计算机科学 2017-09-18 Kecheng Zhang , Mugen Peng , Ping Zhang , Xuelong Li