Regular Paper

International Journal of Control, Automation and Systems 2020; 18(9): 2289-2296

Published online April 7, 2020

https://doi.org/10.1007/s12555-019-0724-y

© The International Journal of Control, Automation, and Systems

Congestion Tracking Control for Wireless TCP/AQM Network Based on Adaptive Integral Backstepping

Lujuan Ma, Xiaoping Liu*, Huanqing Wang, and Yucheng Zhou

Lakehead University

Abstract

This paper extends the backstepping control strategy to wireless Transmission Control Protocol (TCP) network to solve the Active Queue Management (AQM) problem. Different from the wired network, the uplink and downlink of the wireless network are asymmetric and the packet loss may be caused by congestion and may occurs during the transmission over wireless links. Inspired by the existing backstepping design idea for a wired network model, an adaptive tracking controller is proposed to deal with the congestion problem in wireless network. The uplink and downlink packet losses are estimated by adaptive update laws. The presented method provides satisfactory tracking performance in the network. Meanwhile, the packet loss is small. The simulation results show the feasibility of the proposed method.

Keywords Active queue management, backstepping, congestion control, wireless network.

Article

Regular Paper

International Journal of Control, Automation and Systems 2020; 18(9): 2289-2296

Published online September 1, 2020 https://doi.org/10.1007/s12555-019-0724-y

Copyright © The International Journal of Control, Automation, and Systems.

Congestion Tracking Control for Wireless TCP/AQM Network Based on Adaptive Integral Backstepping

Lujuan Ma, Xiaoping Liu*, Huanqing Wang, and Yucheng Zhou

Lakehead University

Abstract

This paper extends the backstepping control strategy to wireless Transmission Control Protocol (TCP) network to solve the Active Queue Management (AQM) problem. Different from the wired network, the uplink and downlink of the wireless network are asymmetric and the packet loss may be caused by congestion and may occurs during the transmission over wireless links. Inspired by the existing backstepping design idea for a wired network model, an adaptive tracking controller is proposed to deal with the congestion problem in wireless network. The uplink and downlink packet losses are estimated by adaptive update laws. The presented method provides satisfactory tracking performance in the network. Meanwhile, the packet loss is small. The simulation results show the feasibility of the proposed method.

Keywords: Active queue management, backstepping, congestion control, wireless network.

IJCAS
March 2025

Vol. 23, No. 3, pp. 683~972

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