A delay-based approach for congestion avoidance in interconnected heterogeneous computer networks
ACM SIGCOMM Computer Communication Review
Traffic phase effects in packet-switched gateways
ACM SIGCOMM Computer Communication Review
Eliminating periodic packet losses in the 4.3-Tahoe BSD TCP congestion control algorithm
ACM SIGCOMM Computer Communication Review
Fuzzy engineering
QoS impact on user perception and understanding of multimedia video clips
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
Promoting the use of end-to-end congestion control in the Internet
IEEE/ACM Transactions on Networking (TON)
Fuzzy Modeling for Control
Fuzzy Control Systems Design and Analysis: A Linear Matrix Inequality Approach
Fuzzy Control Systems Design and Analysis: A Linear Matrix Inequality Approach
Advances in Network Simulation
Computer
Overview of Fuzzy-RED in Diff-Serv Networks
Soft-Ware 2002 Proceedings of the First International Conference on Computing in an Imperfect World
Analysis of a Delay Based Congestion Avoidance Algorithm
Proceedings of the IFIP TC6/WG6.4 Fourth International Conference on High Performance Networking IV
Ten fallacies and pitfalls on end-to-end available bandwidth estimation
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
On the long-run behavior of equation-based rate control
IEEE/ACM Transactions on Networking (TON)
Modern Control Technology
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic
Information Sciences: an International Journal
Standard Codecs: Image Compression to Advanced Video Coding
Standard Codecs: Image Compression to Advanced Video Coding
Limitations of equation-based congestion control
IEEE/ACM Transactions on Networking (TON)
Digital Video Transcoding for Transmission and Storage
Digital Video Transcoding for Transmission and Storage
Fuzzy logic control of adaptive ARQ for video distribution over a bluetooth wireless link
Advances in Multimedia
Systematic design of a stable type-2 fuzzy logic controller
Applied Soft Computing
The collapsing method of defuzzification for discretised interval type-2 fuzzy sets
Information Sciences: an International Journal
Survey on traffic of metro area network with measurement on-line
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
Type-2 FLCs: A New Generation of Fuzzy Controllers
IEEE Computational Intelligence Magazine
Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Stability Analysis of Interval Type-2 Fuzzy-Model-Based Control Systems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A survey of recent advances in fuzzy logic in telecommunications networks and new challenges
IEEE Transactions on Fuzzy Systems
Interval type-2 fuzzy logic systems: theory and design
IEEE Transactions on Fuzzy Systems
MPEG VBR video traffic modeling and classification using fuzzy technique
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems
Uncertainty bounds and their use in the design of interval type-2 fuzzy logic systems
IEEE Transactions on Fuzzy Systems
A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots
IEEE Transactions on Fuzzy Systems
An adaptive control for video transmission over bluetooth
IEEE Transactions on Fuzzy Systems
Wireless Sensor Network Lifetime Analysis Using Interval Type-2 Fuzzy Logic Systems
IEEE Transactions on Fuzzy Systems
IPTV transport architecture alternatives and economic considerations
IEEE Communications Magazine
IEEE Communications Magazine
A frequency-domain video transcoder for dynamic bit-rate reduction of MPEG-2 bit streams
IEEE Transactions on Circuits and Systems for Video Technology
TCP-friendly Internet video with smooth and fast rate adaptation and network-aware error control
IEEE Transactions on Circuits and Systems for Video Technology
Fuzzy-Logic Congestion Control of Transcoded Video Streaming Without Packet Loss Feedback
IEEE Transactions on Circuits and Systems for Video Technology
Semi-Fuzzy Rate Controller for Variable Bit Rate Video
IEEE Transactions on Circuits and Systems for Video Technology
A survey on TCP-friendly congestion control
IEEE Network: The Magazine of Global Internetworking
Bandwidth estimation: metrics, measurement techniques, and tools
IEEE Network: The Magazine of Global Internetworking
The sampling method of defuzzification for type-2 fuzzy sets: Experimental evaluation
Information Sciences: an International Journal
A review on the design and optimization of interval type-2 fuzzy controllers
Applied Soft Computing
Multi-attribute group decision making models under interval type-2 fuzzy environment
Knowledge-Based Systems
A complex social system simulation using type-2 fuzzy logic and multiagent system
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
On interval type-2 rough fuzzy sets
Knowledge-Based Systems
On characterization of generalized interval type-2 fuzzy rough sets
Information Sciences: an International Journal
Overview of Type-2 Fuzzy Logic Systems
International Journal of Fuzzy System Applications
A closed form type reduction method for piecewise linear interval type-2 fuzzy sets
International Journal of Approximate Reasoning
A new type-2 fuzzy set of linguistic variables for the fuzzy analytic hierarchy process
Expert Systems with Applications: An International Journal
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Intelligent congestion control is vital for encoded video streaming of a clip or film, as network traffic volatility and the associated uncertainties require constant adjustment of the bit rate. Existing solutions, including the standard Transmission Control Protocol (TCP) friendly rate control equation-based congestion controller, are prone to fluctuations in their sending rate andmay respond only when packet loss has already occurred. This is a major problem, because both fluctuations and packet loss affect the end-user's perception of the delivered video. A type-1 (T1) fuzzy logic congestion controller (FLC) can operate at video display rates and can reduce packet loss and rate fluctuations, despite uncertainties in measurements of delay arising from congestion and network traffic volatility. However, a T1 FLC employing precise T1 fuzzy sets cannot fully cope with the uncertainties associated with such dynamic network environments. A type-2 FLC using type- 2 fuzzy sets can handle such uncertainties to produce improved performance. This paper proposes an interval type-2 FLC that achieves a superior delivered video quality compared with existing traditional controllers and a T1 FLC. To show the response in different network scenarios, tests demonstrate the response both in the presence of typical Internet cross-traffic as well as when other video streams occupy a bottleneck on an All-internet protocol (IP) network. As All-IP networks are intended for multimedia traffic, it is important to develop a form of congestion control that can transfer to them from the mixed traffic environment of the Internet. It was found that the proposed type-2 FLC, although it is specifically designed for Internet conditions, can also successfully react to the network conditions of an All-IP network. When the control inputs were subject to noise, the type-2 FLC resulted in an order of magnitude performance improvement in comparison with the T1 FLC. The type-2 FLC also showed reduced packet loss when compared with the other controllers, again resulting in superior delivered video quality. When judged by established criteria, such as TCP-friendliness and delayed feedback, fuzzy logic congestion control offers a flexible solution to network bottlenecks. These findings offer the type-2 FLC as a way forward for congestion control of video streaming across packet-switched IP networks.