Adaptive active queue management controller for TCP communication networks using PSO-RBF models

Sheikhan, Mansour; Shahnazi, Reza; Hemmati, Ehsan

doi:10.1007/s00521-011-0786-0

Cited by 31 publications

(8 citation statements)

References 58 publications

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“…To control such traffic condition either we can opt queuing management or scheduling. There are different AQM schemes studied in past such as RED, A-RED, Droptail, CODEL, PIE, PPV (Sheikhan et al 2013;Adams 2013;Ismail et al 2014). All are used for an early detection mechanism.…”

Section: Hybrid Approach For Congestion Controlmentioning

confidence: 99%

Mitigating congestion in wireless sensor networks through clustering and queue assistance: a survey

Yadav

Ujjwal

2020

J Intell Manuf

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A network of randomly deployed sensor nodes which shares limited resources like bandwidth, buffer, queue, and battery powered nodes is known as wireless sensor network. Such network must have energy, to avoid the chances of congestion because congested network degrades the performance of network. Congestion may occur due to several reasons like data packet collision, transmission channel contention and buffer overflow. A congestion control protocol must acquire the functionalities that can increase the lifetime and efficiency of network which are major responsibilities of wireless sensor network. In this paper traffic oriented, resource oriented and a hybrid approach with some additional functionalities of controlling congestion are discussed in a wide manner. The hybrid approach is best as per this survey as it integrates various factors of wireless sensor networks to control and mitigate the situation. A comprehensive analysis is also done on these factors to justify the nature of different approaches.

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Section: Hybrid Approach For Congestion Controlmentioning

confidence: 99%

Mitigating congestion in wireless sensor networks through clustering and queue assistance: a survey

Yadav

Ujjwal

2020

J Intell Manuf

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“…利用数据包本身的属性进行队列管理是本文提出方法的宗旨. 由于整体网络环境复杂, 拓扑结构未知, 控制数据报文在链路中的总体时延只能通过控制其通过每个路由器的时间或者调整其优先级来确定 [14] . 然而, 按照报文优先级的方式进行调整只能提高数据报文之间相对的发送时间, 并不能在宏观上进行时延的控制.…”

Section: Td-aqm 的设计与实现unclassified

Active queue management algorithm for time delay demand

Zhao

Cheng

et al. 2019

Sci. Sin.-Inf.

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Active disturbance rejection control for fractional reaction-diffusion equations with spatially varying diffusivity and time delay SCIENCE CHINA Information Sciences Flow-based queue management for fairness control in high-bandwidth network SCIENCE CHINA Information Sciences 59, 069301 (2016); A simple algorithm for testing the stability of periodic solutions of some nonlinear oscillators with large time delay

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“…The speech frame is divided into 4 subframes of 5 ms each (64 samples at 12.8-kHz sampling rate). For a 16th-order LP filter, the ISPs are defined as the roots of the sum and difference polynomials as follows: 16 1…”

Section: Lpc Analysis In Amr-wb Specch Encodermentioning

confidence: 99%

“…It is noted that hybrid scheme of PSO-ANN has been employed successfully by the author and his collegeous in other applications such as multipath routing in mobile ad-hoc networks [15], active queue management for TCP communication networks [16], chaos synchronization in secure communication systems [17], contourlet-based image steganalysis [18], and pitch controller for wind turbines [19], as well.…”

Section: Introductionmentioning

confidence: 99%

Hybrid of PSO and SOM neural network for immittance spectral frequency quantization in AMR-WB speech codecs

Sheikhan

2013

The 5th Conference on Information and Knowledge Technology

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Adaptive multi-rate wideband (AMR-WB) speech coding algorithm is standardized by 3 rd Generation Partnership Project (3GPP) and third generation/wideband code division multiple access (WCDMA 3G) system and has several applications in mobile communication systems, audio and video teleconferencing, and digital radio broadcasting. To reduce the bit rate in AMR-WB, vector quantization (VQ) technique is used. In this paper, a self-organizing map (SOM) neural network is used instead of traditional VQ method proposed in ITU-T G.722.2 recommendation for AMR-WB speech coding. As another contribution of this study, the SOM is trained using a modified supervised training algorithm whose training parameters are optimized by particle swarm optimization (PSO) algorithm. The total number of operations in the proposed method is reduced as compared to split vector quantizer (S-SVQ) and split multistage vector quantizer (S-MSVQ) with no significant spectral distortion.

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Adaptive active queue management controller for TCP communication networks using PSO-RBF models

Cited by 31 publications

References 58 publications

Mitigating congestion in wireless sensor networks through clustering and queue assistance: a survey

Mitigating congestion in wireless sensor networks through clustering and queue assistance: a survey

Active queue management algorithm for time delay demand

Hybrid of PSO and SOM neural network for immittance spectral frequency quantization in AMR-WB speech codecs

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