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Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks

E.A. Jammeh, M. Fleury, C. Wagner, H. Hagras, M. Ghanbari
2009 IEEE transactions on fuzzy systems  
These findings offer the type-2 FLC as a way forward for congestion control of video streaming across packet-switched IP networks.  ...  When judged by established criteria such as TCP-friendliness and delayed feedback, fuzzy logic congestion control offers a flexible solution to network bottlenecks.  ...  The paper will show that a Fuzzy Logic Congestion-controller (FLC) is not only suitable for Internet video streaming (it is TCP-friendly) but it is readily applicable to All-IP networks.  ... 
doi:10.1109/tfuzz.2009.2023325 fatcat:ugaur6z4obfntojugy27nzcpyy

Dynamic Routings in Satellite Networks: An Overview

Xiaoli Cao, Yitao Li, Xingzhong Xiong, Jun Wang
2022 Sensors  
the study of the routing methods in satellite networks a research hotspot.  ...  Afterward, dynamic routing problems in satellite networks are analyzed in detail based on the time-varying network topology.  ...  In 2022, the work in [71] combined SDNs, artificial intelligence techniques, and fuzzy logic to design a new fuzzy CNN-based multi-task routing (FCMR) algorithm.  ... 
doi:10.3390/s22124552 pmid:35746331 pmcid:PMC9231381 fatcat:lmac3ns7dnfgbj3232nlyxik7u

Packet Scheduling and Congestion Control [chapter]

Giovanni Giambene, Mari Carmen Aguayo Torres, Edmundo Monteiro, Michal Ries, Vasos Vassiliou
2009 Lecture Notes in Electrical Engineering  
It was designed using rule-based fuzzy logic control to supplement the standard TCP-based congestion control.  ...  The fuzzy logic-based AQM control methodology better handles the nonlinearity of the TCP network and thus provides an effective control for congestion.  ... 
doi:10.1007/978-0-387-85573-8_2 fatcat:bplrvodlhzfc7o4ze3rlfdpsgq

A Vertical Handoff Decision Algorithm for Next Generation Wireless Networks

Yaw Nkansah-Gyekye, Johnson I. Agbinya
2008 2008 Third International Conference on Broadband Communications, Information Technology & Biomedical Applications  
In order to tackle this research objective, we used fuzzy logic and fuzzy inference systems to design a suitable handoff initiation algorithm that can handle imprecision and uncertainties in data and process  ...  A challenging issue in the multi-service next generation wireless network (NGWN) is to design intelligent and optimal vertical handoff decision algorithms, beyond traditional ones that are based on only  ...  In [35] , Chan et al. propose a mobility management in a packet-oriented multi-segment made up of terrestrial (GPRS and UMTS) and satellite mobile networks using Mobile IP and fuzzy logic concepts.  ... 
doi:10.1109/broadcom.2008.42 dblp:conf/broadcom/Nkansah-GyekyeA08 fatcat:t6wtst6vovebbk6anf54sicqy4

A Flexible QoS-aware Service Gateway for Heterogeneous Wireless Networks

Kun Yang, Jie Zhang, Hsiao-Hwa Chen
2007 IEEE Network  
To this end, we utilize a policy-based management (PBM) approach in combination with fuzzy control theory, aiming to maximize the overall effectiveness, flexibility, and robustness of the network.  ...  Given the complexity of the UWD networks, a novel policy-based service gateway is proposed.  ...  Acknowledgment The research for this article was partially funded by the UK EPSRC  ... 
doi:10.1109/mnet.2007.334306 fatcat:2uhg2fnygvhc5kxd2wqb45pgfi

An Outlook on the Future Marine Traffic Management System for Autonomous Ships

Michele Martelli, Antonio Virdis, Alberto Gotta, Pietro Cassara, Maria Di Summa
2021 IEEE Access  
The final part is a holistic guidance-navigation-control framework to manage autonomous ships navigation in a crowded area.  ...  The second is an orchestration and management platform designed to coordinate the sensing-actuation infrastructure and the AI algorithms results made available by multiple ships, mustering edge, and distributed  ...  congested communication network.  ... 
doi:10.1109/access.2021.3130741 fatcat:zrme5fze3bdo5c4boxr66jdxlu

Convergence Towards Next Generation Wireless Networks

Ritesh C Sadiwala
2013 IOSR Journal of Electrical and Electronics Engineering  
It tells us about how the circuit switched technology has been switched to IP technology and how the PSTN networks, which are circuit switched will be converted to packet-based networks These changes affect  ...  This paper gives a description of the wire line and wireless (NGN) networks, its basics, its transformation to wireless technology, need for convergence towards next generation networks and the future  ...  in IP based networks.  ... 
doi:10.9790/1676-0440113 fatcat:s6kh4xx6tvbtjkr7rwybra7vyy

Resource Management and Quality of Service Provisioning in 5G Cellular Networks [article]

Sam Kayyali
2020 arXiv   pre-print
This means that network resources for mobile services must be managed and controlled in a smart way, because resources are always limited, but the demand for services and the need for keeping user equipment  ...  In order to narrow this gap, major consideration should be given to the management of network resources to avoid network congestion and performance degradation during peak hour/s and traffic spikes, and  ...  A new CAC scheme in 5G C-RAN was proposed based on fuzzy logic that helps in making accurate decisions from approximate information to avoid 5G network congestion resulted from billions of connection requests  ... 
arXiv:2008.09601v1 fatcat:uypfps3bxzailjlvgmmjhlhk6y

2019 Index IEEE Systems Journal Vol. 13

2019 IEEE Systems Journal  
., +, JSYST Sept. 2019 2954-2965 Fuzzy logic A Fuzzy-Based Brokering Service for Cloud Plan Selection.  ...  ., +, JSYST June 2019 1981-1990 Linux Elastic-TCP: Flexible Congestion Control Algorithm to Adapt for High-BDP Networks.  ... 
doi:10.1109/jsyst.2020.2965224 fatcat:x7hx4luelzforfuzigmwmfyhgm

QoS Architectures [chapter]

2007 QoS Over Heterogeneous Networks  
access points to a Broadband Satellite Multimedia (BSM) network portion.  ...  This suitable entity is just the QoS-PRN, in the defined QoS architectures, which takes decisions based on SLS requirements (Chapter 1) and control algorithms (Chapter 4).  ...  The idea is to use the NBS in the context of telecommunication networks and, in particular, in the satellite environment.  ... 
doi:10.1002/9780470058763.ch6 fatcat:kbpmgukkwbhz7an6ogbnutfdri

Design and Deployment of UAV-Aided Post-Disaster Emergency Network

Kirtan Gopal Panda, Shrayan Das, Debarati Sen, Wasim Arif
2019 IEEE Access  
(a) Satellite based emergency network, (b) LDRU based emergency network (Case A -few cellular base stations are damaged, Case B -all base stations are damaged), (c) Ad-Hoc based emergency network (formation  ...  It is found from the field results; the Wi-Fi access point mode and user datagram protocol are more suitable for network design as compared to Ad-Hoc mode and transmission control protocol, respectively  ...  A more refined and appropriate fuzzy logic based approach is applied in [35] for computing the internal parameters required for the decision-making process in [34] .  ... 
doi:10.1109/access.2019.2931539 fatcat:a3fr27vowrffziuswgy5rmm35u

The role of communication systems in smart grids: Architectures, technical solutions and research challenges

Emilio Ancillotti, Raffaele Bruno, Marco Conti
2013 Computer Communications  
to monitoring stations; Programmable logic controller (PLCs): minicomputers that are used as field devices for process control and machine automation (e.g., to open or close circuit breakers at substations  ...  However, as explained in following sections, SCADA systems do not appear suitable for implementing the fully decentralized and autonomous control functions demanded by future smart-grid applications. 2.2  ...  To this end agents can employ various artificial intelligence techniques, including machine learning, fuzzy logic, neural networks or genetic algorithms for local decision making.  ... 
doi:10.1016/j.comcom.2013.09.004 fatcat:wqnbrfstdfffvltedvzdtuml7a

A Survey and Taxonomy of Urban Traffic Management: Towards Vehicular Networks [article]

Hany Kamal, Marco Picone, Michele Amoretti
2014 arXiv   pre-print
networks and hybrid vehicular-cellular networks), while illustrating the major research issues for each of them.  ...  The main objective of this survey is to provide a comprehensive view on UTM to researchers with focus on VANETs, in order to pave the way for the design and development of novel techniques for mitigating  ...  Fuzzy Logic is also widely used to support the modeling and prediction of urban traffic flow.  ... 
arXiv:1409.4388v1 fatcat:ajg2ci4evzckzn7ldx6ikkirta

Communication Technologies in Emergency Situations

Anna Carreras-Coch, Joan Navarro, Carles Sans, Agustín Zaballos
2022 Electronics  
Incidence Skywave technologies with Drone-Based Wireless Mesh Networks.  ...  However, for this specific use case, most of the already deployed and well-known communication technologies (e.g., satellite, 4G/5G) might become unusable and hard to repair due to the associated effects  ...  [35] is focused on a solution based on fuzzy logic for the routing decision problem for an underground mine wireless-communication.  ... 
doi:10.3390/electronics11071155 fatcat:eauldygs5rguhdtdzypmuqqfs4

A comprehensive survey on machine learning for networking: evolution, applications and research opportunities

Raouf Boutaba, Mohammad A. Salahuddin, Noura Limam, Sara Ayoubi, Nashid Shahriar, Felipe Estrada-Solano, Oscar M. Caicedo
2018 Journal of Internet Services and Applications  
and classification, congestion control, resource and fault management, QoS and QoE management, and network security.  ...  Therefore, this is a timely contribution of the implications of ML for networking, that is pushing the barriers of autonomic network operation and management.  ...  Acknowledgments We thank the anonymous reviewers for their insightful comments and suggestions that helped us improve the quality of the paper.  ... 
doi:10.1186/s13174-018-0087-2 fatcat:jvwpewceevev3n4keoswqlcacu
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