Fuzzy Control-Based Intelligent Medium Access Controller with Mobile-Assisted Random Access for Integrated Services in Broadband Radio Access Networks

Seung-Eun HONG; Chung Gu KANG; Eung-Bae KIM

Fuzzy Control-Based Intelligent Medium Access Controller with Mobile-Assisted Random Access for Integrated Services in Broadband Radio Access Networks

Seung-Eun HONG, Chung Gu KANG, Eung-Bae KIM

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This paper presents a fuzzy control-based intelligent medium access controller (FiMAC), which optimizes random access control between heterogeneous traffic aiming at more efficient voice/data integrated services in dynamic reservation TDMA-based broadband radio access networks. In order to achieve the design objective, viz. a differentiated quality-of-service (QoS) guarantee for individual service plus maximal system resource utilization, the FiMAC intelligently and independently controls the random access parameters such as the lengths of random access regions dedicated to respective service traffic and the corresponding permission probabilities, frame-by-frame basis. In addition, we have adopted a mobile-assisted random access mechanism where the voice terminal readjusts a global permission probability from the FiMAC, to handle the 'fair access' issue resulting from distributed queueing problems inherent in the access network. Our extensive simulation results indicate that the FiMAC is well coordinated with a mobile-assisted mechanism such that significant improvements are achieved in terms of voice capacity, delay, and fairness over most of the existing MAC schemes for the integrated services.

Publication: IEICE TRANSACTIONS on Communications Vol.E86-B No.1 pp.35-49

Publication Date: 2003/01/01

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Type of Manuscript: Special Section PAPER (Special Issue on Multiple Access and Signal Transmission Techniques for Future Mobile Communications)

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Seung-Eun HONG, Chung Gu KANG, Eung-Bae KIM, "Fuzzy Control-Based Intelligent Medium Access Controller with Mobile-Assisted Random Access for Integrated Services in Broadband Radio Access Networks" in IEICE TRANSACTIONS on Communications, vol. E86-B, no. 1, pp. 35-49, January 2003, doi: .
Abstract: This paper presents a fuzzy control-based intelligent medium access controller (FiMAC), which optimizes random access control between heterogeneous traffic aiming at more efficient voice/data integrated services in dynamic reservation TDMA-based broadband radio access networks. In order to achieve the design objective, viz. a differentiated quality-of-service (QoS) guarantee for individual service plus maximal system resource utilization, the FiMAC intelligently and independently controls the random access parameters such as the lengths of random access regions dedicated to respective service traffic and the corresponding permission probabilities, frame-by-frame basis. In addition, we have adopted a mobile-assisted random access mechanism where the voice terminal readjusts a global permission probability from the FiMAC, to handle the 'fair access' issue resulting from distributed queueing problems inherent in the access network. Our extensive simulation results indicate that the FiMAC is well coordinated with a mobile-assisted mechanism such that significant improvements are achieved in terms of voice capacity, delay, and fairness over most of the existing MAC schemes for the integrated services.
URL: https://global.ieice.org/en_transactions/communications/10.1587/e86-b_1_35/_p

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@ARTICLE{e86-b_1_35,
author={Seung-Eun HONG, Chung Gu KANG, Eung-Bae KIM, },
journal={IEICE TRANSACTIONS on Communications},
title={Fuzzy Control-Based Intelligent Medium Access Controller with Mobile-Assisted Random Access for Integrated Services in Broadband Radio Access Networks},
year={2003},
volume={E86-B},
number={1},
pages={35-49},
abstract={This paper presents a fuzzy control-based intelligent medium access controller (FiMAC), which optimizes random access control between heterogeneous traffic aiming at more efficient voice/data integrated services in dynamic reservation TDMA-based broadband radio access networks. In order to achieve the design objective, viz. a differentiated quality-of-service (QoS) guarantee for individual service plus maximal system resource utilization, the FiMAC intelligently and independently controls the random access parameters such as the lengths of random access regions dedicated to respective service traffic and the corresponding permission probabilities, frame-by-frame basis. In addition, we have adopted a mobile-assisted random access mechanism where the voice terminal readjusts a global permission probability from the FiMAC, to handle the 'fair access' issue resulting from distributed queueing problems inherent in the access network. Our extensive simulation results indicate that the FiMAC is well coordinated with a mobile-assisted mechanism such that significant improvements are achieved in terms of voice capacity, delay, and fairness over most of the existing MAC schemes for the integrated services.},
keywords={},
doi={},
ISSN={},
month={January},}

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TY - JOUR
TI - Fuzzy Control-Based Intelligent Medium Access Controller with Mobile-Assisted Random Access for Integrated Services in Broadband Radio Access Networks
T2 - IEICE TRANSACTIONS on Communications
SP - 35
EP - 49
AU - Seung-Eun HONG
AU - Chung Gu KANG
AU - Eung-Bae KIM
PY - 2003
DO -
JO - IEICE TRANSACTIONS on Communications
SN -
VL - E86-B
IS - 1
JA - IEICE TRANSACTIONS on Communications
Y1 - January 2003
AB - This paper presents a fuzzy control-based intelligent medium access controller (FiMAC), which optimizes random access control between heterogeneous traffic aiming at more efficient voice/data integrated services in dynamic reservation TDMA-based broadband radio access networks. In order to achieve the design objective, viz. a differentiated quality-of-service (QoS) guarantee for individual service plus maximal system resource utilization, the FiMAC intelligently and independently controls the random access parameters such as the lengths of random access regions dedicated to respective service traffic and the corresponding permission probabilities, frame-by-frame basis. In addition, we have adopted a mobile-assisted random access mechanism where the voice terminal readjusts a global permission probability from the FiMAC, to handle the 'fair access' issue resulting from distributed queueing problems inherent in the access network. Our extensive simulation results indicate that the FiMAC is well coordinated with a mobile-assisted mechanism such that significant improvements are achieved in terms of voice capacity, delay, and fairness over most of the existing MAC schemes for the integrated services.
ER -