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Interval Type-2 Fuzzy Logic Congestion Control for Video Streaming Across IP Networks
2009
IEEE transactions on fuzzy systems
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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
2022
Sensors
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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]
2009
Lecture Notes in Electrical Engineering
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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
2008
2008 Third International Conference on Broadband Communications, Information Technology & Biomedical Applications
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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
2007
IEEE Network
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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
2021
IEEE Access
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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
2013
IOSR Journal of Electrical and Electronics Engineering
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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]
2020
arXiv
pre-print
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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
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.,
+, 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
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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
2019
IEEE Access
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(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
2013
Computer Communications
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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]
2014
arXiv
pre-print
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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
2022
Electronics
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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
2018
Journal of Internet Services and Applications
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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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