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Author:

Wang, Shengling (Wang, Shengling.) | Cui, Yong (Cui, Yong.) | Koodli, Rajeev (Koodli, Rajeev.) | Hou, Yibin (Hou, Yibin.) (Scholars:侯义斌) | Huang, Zhangqin (Huang, Zhangqin.) (Scholars:黄樟钦)

Indexed by:

EI Scopus SCIE

Abstract:

Due to the dynamics of topology and resources, Call Admission Control (CAC) plays a significant role for increasing resource utilization ratio and guaranteeing users' QoS requirements in wireless/mobile networks. In this paper, a dynamic multi-threshold CAC scheme is proposed to serve multi-class service in a wireless/mobile network. The thresholds are renewed at the beginning of each time interval to react to the changing mobility rate and network load. To find suitable thresholds, a reward-penalty model is designed, which provides different priorities between different service classes and call types through different reward/penalty policies according to network load and average call arrival rate. To speed up the running time of CAC, an Optimized Genetic Algorithm (OGA) is presented, whose components such as encoding, population initialization, fitness function and mutation etc., are all optimized in terms of the traits of the CAC problem. The simulation demonstrates that the proposed CAC scheme outperforms the similar schemes, which means the optimization is realized. Finally, the simulation shows the efficiency of OGA.

Keyword:

genetic algorithm reward-penalty model handoff call dropping probability call admission control new call blocking probability

Author Community:

  • [ 1 ] [Wang, Shengling]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
  • [ 2 ] [Cui, Yong]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
  • [ 3 ] [Koodli, Rajeev]Starent Networks, Tewksbury, MA 01876 USA
  • [ 4 ] [Hou, Yibin]Beijing Univ Technol, Natl Nat Sci Fdn, Beijing 100022, Peoples R China
  • [ 5 ] [Huang, Zhangqin]Beijing Univ Technol, Natl Nat Sci Fdn, Beijing 100022, Peoples R China

Reprint Author's Address:

  • [Wang, Shengling]Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China

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Source :

IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES

ISSN: 0916-8508

Year: 2008

Issue: 7

Volume: E91A

Page: 1597-1608

0 . 5 0 0

JCR@2022

ESI Discipline: ENGINEERING;

JCR Journal Grade:4

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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