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Autonomic Communications: Exploiting Advanced and Game Theoretical Techniques for RAT Selection and Protocol Reconfiguration [chapter]

Eleni Patouni, Sophie Gault, Markus Muck, Nancy Alonistioti, Konstantina Kominaki
2006 Lecture Notes in Computer Science  
Thus, the user terminals are able to exploit context information in order to i) identify an optimum trade-off for (multiple) Radio Access Technology (RAT) selection and ii) adapt the protocol stack and  ...  To this end, this paper proposes an integrated framework that facilitates autonomic features to capture the needs for RAT selection and device reconfiguration in a Composite Radio Environment.  ...  A RAT selection analysis for a simple two-user context, based on game theoretic tools is presented in section 3.  ... 
doi:10.1007/11880905_22 fatcat:fzobdjlknnf4dnsjd2g4pss4qu

Trends in the development of communication networks: Cognitive networks

Carolina Fortuna, Mihael Mohorcic
2009 Computer Networks  
Next, we provide a summary of artificial intelligence techniques that are potentially suitable for the development of cognitive networks, and map them to the corresponding states of the cognition loop.  ...  In this paper, we survey the existing research work on cognitive networks, as well as related and enabling techniques and technologies.  ...  Rȃpuntean and, last but not least, the anonymous reviewers for helping to improve this paper. This work was partially supported by the Slovenian Research Agency.  ... 
doi:10.1016/j.comnet.2009.01.002 fatcat:kabc6k5spnghhmbbpic4r6zumy

A Survey on Machine-Learning Techniques for UAV-Based Communications

Petros S Bithas, Emmanouel T Michailidis, Nikolaos Nomikos, Demosthenes Vouyioukas, Athanasios G Kanatas
2019 Sensors  
In this article, we provide a detailed survey of all relevant research works, in which ML techniques have been used on UAV-based communications for improving various design and functional aspects such  ...  In this context, the machine-learning (ML) framework is expected to provide solutions for the various problems that have already been identified when UAVs are used for communication purposes.  ...  In this direction, the latest advancements in the AI/ML techniques have opened up new opportunities for the UAV-based systems and have led to the possibility of realizing highly autonomous UAV operations  ... 
doi:10.3390/s19235170 pmid:31779133 pmcid:PMC6929112 fatcat:pnur7lmpj5bj7poebmdfpd6bhi

Green cooperative communication network using renewable energy sources

Sanjay kumar, jaya diptilal, S.V charhate
2014 IOSR Journal of Electronics and Communication Engineering  
Financial and environmental considerations have motivated a trend in wireless communication network design and operation to minimize the amount of energy consumption . such a trend is reffered to as green  ...  For the system model inter consideration, unlike the existing solution in literature, the proposed technique can achieve energy saving while avoiding an increase in the transmission power, numerical results  ...  the of the frequency selective channel between the downlink base station and the receiving user equipments.  ... 
doi:10.9790/2834-09261421 fatcat:ziulrkm27fhxxhblgpnsjwrxbe

An Overview on Integrated Localization and Communication Towards 6G [article]

Zhiqiang Xiao, Yong Zeng
2020 arXiv   pre-print
with the main architectures and techniques for localization and communication co-design in current 2D and future 3D networks with aerial-ground integration.  ...  In this regard, a unified study on integrated localization and communication (ILAC) is necessary to unlock the full potential of wireless networks for the best utilization of network infrastructure and  ...  In [20] , the advanced techniques, such as data fusion, cooperative localization, and game theory, were highlighted to improve the localization performance.  ... 
arXiv:2006.01535v1 fatcat:s6jzbwogdrd73psev5ukj5oao4

Machine Learning for 5G/B5G Mobile and Wireless Communications: Potential, Limitations, and Future Directions

Manuel Eugenio Morocho-Cayamcela, Haeyoung Lee, Wansu Lim
2019 IEEE Access  
This article is intended to stimulate discussion on the role that ML can play to overcome the limitations for a wide deployment of autonomous 5G/B5G mobile and wireless communications.  ...  Considering the everincreasing complexity of the network, and the emergence of novel use cases such as autonomous cars, industrial automation, virtual reality, e-health, and several intelligent applications  ...  QoE-based handover decision for HetNets (as in [75] ). RAT selection algorithm in a network-assisted approach (as in [76] ). Multiple RATs selection with multi-connectivity (MC) (as in [77] ).  ... 
doi:10.1109/access.2019.2942390 fatcat:aeokq5rbubezzeb7gglksqxawi

Initial Access & Beam Alignment for mmWave and Terahertz Communications

Wissal Attaoui, Khadija Bouraqia, Essaid Sabir
2022 IEEE Access  
First, we present a detailed overview of initial access methods, techniques, and beam management procedures.  ...  The initial access in Millimeter wave (mmWave) 5G communications is very challenging and time consuming.  ...  ACKNOWLEDGMENT The authors would like to thank the editor and the four anonymous reviewers for their valuable comments and suggestions that substantially improved the content and the presentation of this  ... 
doi:10.1109/access.2022.3161951 fatcat:wgwrvxyz7relpb3afo4rq3nbli

A Survey of Self Organisation in Future Cellular Networks

Osianoh Glenn Aliu, Ali Imran, Muhammad Ali Imran, Barry Evans
2013 IEEE Communications Surveys and Tutorials  
This paper serves as a guide and a starting point for anyone willing to delve into research on self organisation in wireless cellular communication networks. I.  ...  This trend in user behaviour manifests itself as a tremendous pressure on cellular communication systems in terms of demands for capacity, Quality of Service (QoS), and energy efficiency.  ...  ACKNOWLEDGMENT The authors would like to thank reviewers for their time, comments and constructive criticism.  ... 
doi:10.1109/surv.2012.021312.00116 fatcat:itby5xi2t5gellfv2fnpos7w2q

Cognitive Radio for Smart Grids: Survey of Architectures, Spectrum Sensing Mechanisms, and Networking Protocols

Athar Ali Khan, Mubashir Husain Rehmani, Martin Reisslein
2016 IEEE Communications Surveys and Tutorials  
We also provide a survey on CR-based routing and MAC protocols, and describe interference mitigation schemes.  ...  Index Terms-Advanced metering infrastructure (AMI), communication architecture, cognitive radio network (CRN), smart grid (SG).  ...  Attackers may exploit the reconfigurability, for instance, by executing malicious code in CRs [61] , [62] .  ... 
doi:10.1109/comst.2015.2481722 fatcat:rnchxiumhndqho5tlumonfdoxi

A Survey of End-to-End Solutions for Reliable Low-Latency Communications in 5G Networks

Delia Rico, Pedro Merino
2020 IEEE Access  
Novel communication protocols have been classified into three main categories. • Single-path protocols: A proper communication protocol is necessary in each case to exploit the full capabilities of a network  ...  Some surveys of the evolution of protocols and techniques for 5G critical communications are those of Sutton et al. [27] , Pocovi et al. [8] , Zhang et al. [28] and Morgado et al.  ... 
doi:10.1109/access.2020.3032726 fatcat:phqvszno3ndpxas4jraicgpbsi

Towards Massive Machine Type Communications in Ultra-Dense Cellular IoT Networks: Current Issues and Machine Learning-Assisted Solutions

Shree Krishna Sharma, Xianbin Wang
2019 IEEE Communications Surveys and Tutorials  
Out of several ML techniques, we focus on the application of low-complexity Q-learning approach in the mMTC scenario along with the recent advances towards enhancing its learning performance and convergence  ...  The ever-increasing number of resource-constrained Machine-Type Communication (MTC) devices is leading to the critical challenge of fulfilling diverse communication requirements in dynamic and ultra-dense  ...  and data aggregation techniques, SDN and virtualization-based techniques, advanced RA schemes, constant envelope coded modulation schemes, CS-based MUD, MAC protocols with low signalling overhead, advanced  ... 
doi:10.1109/comst.2019.2916177 fatcat:vj7pau7mi5ch5ne6akgvrrtsla

Survey on Multi-Access Edge Computing for Internet of Things Realization

Pawani Porambage, Jude Okwuibe, Madhusanka Liyanage, Mika Ylianttila, Tarik Taleb
2018 IEEE Communications Surveys and Tutorials  
In this survey, we provide a holistic overview on the exploitation of MEC technology for the realization of IoT applications and their synergies.  ...  The Internet of Things (IoT) has recently advanced from an experimental technology to what will become the backbone of future customer value for both product and service sector businesses.  ...  The game theoretic approach is also designed for selecting the most appropriate wireless channels to transmit offloading data in a multi-user multi-channel MEC systems [131] , [132] .  ... 
doi:10.1109/comst.2018.2849509 fatcat:fnksr3dbqfakzfvnopyyxjdlfm

2019 Index IEEE Transactions on Communications Vol. 67

2019 IEEE Transactions on Communications  
., +, TCOMM Dec. 2019 8394-8407 Design and Network Topology-Specific Renewal-Theoretic Analysis of a MAC Protocol for Asymmetric Full-Duplex WLANs.  ...  ., +, TCOMM Feb. 2019 1197-1209 Small Cell Deployment Along Roads: Coverage Analysis and Slice-Aware RAT Selection.  ... 
doi:10.1109/tcomm.2019.2963622 fatcat:qd6so3reavde3eiukfknmpbfsu

Seven fundamental rethinking for next-generation wireless communications

Chih-Lin I
2017 APSIPA Transactions on Signal and Information Processing  
spectrum and air interface to enable wireless signals to "dress for the occasion"; (6) rethinking fronthaul (FH) to enable Soft RAN via next-generation FH interface; and (7) rethinking the protocol stack  ...  The fifth-generation (5G) mobile communication networks, which are anticipated to be soft, green, and super-fast, may possibly be deployed in 2020s to satisfy the challenging demands of mobile communication  ...  When the protocol runs under C-RAN, those links only work with the modes of establishment, reconfiguration, and deletion.  ... 
doi:10.1017/atsip.2017.11 fatcat:ubpmnwqvgraitcdutd3hmbc7xu

5G Communication: An Overview of Vehicle-to-Everything, Drones, and Healthcare Use-cases

Hanif Ullah, Nithya Gopalakrishnan Nair, Adrian Moore, Chris Nugent, Paul Muschamp, Maria Cuevas
2019 IEEE Access  
In particular, we consider three main use-cases: vehicle-to-everything (V2X) communication, drones, and healthcare.  ...  There is a lot of buzz building over the advent of 5G that will facilitate the entire planet through continuous and ubiquitous communication connecting anybody to anything, anywhere, anytime, and anyhow  ...  Access Network and can exploit the existing infrastructure for V2X communication [41] , [42] .  ... 
doi:10.1109/access.2019.2905347 fatcat:wgsv3xoek5c2jf4zwawx6zxaty
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