A SECURE-AWARE CALL ADMISSION CONTROL SCHEME FOR WIRELESS CELLULAR NETWORKS USING FUZZY LOGIC AND ITS PERFORMANCE EVALUATION

Authors

  • TAKAAKI INABA Graduate School of Engineering, Fukuoka Institute of Technology (FIT) 3-30-1, Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan
  • DONALD ELMAZI Graduate School of Engineering, Fukuoka Institute of Technology (FIT) 3-30-1, Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan
  • SHINJI SAKAMOTO Graduate School of Engineering, Fukuoka Institute of Technology (FIT) 3-30-1, Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan
  • TETSUYA ODA Graduate School of Engineering, Fukuoka Institute of Technology (FIT) 3-30-1, Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan
  • MAKOTO IKEDA, Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT) 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan
  • LEONARD BAROLLI Department of Information and Communication Engineering, Fukuoka Institute of Technology (FIT) 3-30-1 Wajiro-Higashi, Higashi-Ku, Fukuoka 811-0295, Japan

Keywords:

Cellular Networks, CAC, Fuzzy Logic, Security

Abstract

As the demand for multimedia services over the air has been steadily increasing over the last few years, wireless multimedia networks have been a very active research area. To support various integrated services with a certain Quality of Service (QoS) require- ment Call Admission Control (CAC) is a good strategy. The CAC is one of the resource management functions, which regulates network access to ensure QoS provisioning. How- ever, the decision for CAC is very challenging issue due to user mobility, limited radio spectrum, and multimedia traffic characteristics. In this paper, we propose a secure- aware CAC scheme for wireless cellular networks using fuzzy logic. For evaluation of proposed scheme, we implement a new simulator called Fuzzy CAC Simulator (FCACS). We evaluated by simulations the performance of proposed CAC scheme and show that the proposed scheme has a good behavior.

 

Downloads

Download data is not yet available.

References

Y. Fang and Y. Zhang, “Call Admission Control Schemes and Performance Analysis in Wireless

Mobile Networks,” IEEE Transactions on Vehicular Technology, vol. 51, no. 2, pp. 371–382, 2002.

W. Wang, X. Wang, and A. A. Nilsson, “Energy-efficient Bandwidth Allocation in Wireless Net-

works: Algorithms, Analysis, and Simulations,” IEEE Transactions on Wireless Communications,

vol. 5, no. 5, pp. 1103–1114, 2006.

T. Oda, Y. Liu, S. Sakamoto, D. Elmazi, L. Barolli, and F. Xhafa, “Analysis of Mesh Router Place-

ment in Wireless Mesh Networks Using Friedman Test Considering Different Meta-heuristics,”

International Journal of Communication Networks and Distributed Systems, vol. 15, no. 1, pp.

–106, 2015.

E. Spaho, S. Sakamoto, L. Barolli, F. Xhafa, and M. Ikeda, “Trustworthiness in P2P: Performance

Behaviour of Two Fuzzy-based Systems for JXTA-overlay Platform,” Soft Computing, vol. 18,

no. 9, pp. 1783–1793, 2014.

T. Oda, S. Sakamoto, A. Barolli, M. Ikeda, L. Barolli, and F. Xhafa, “A GA-based Simulation

System for WMNs: Performance Analysis for Different WMN Architectures Considering TCP,”

International Conference on Broadband and Wireless Computing, Communication and Applications

(BWCCA-2014), pp. 120–126, 2014.

Y. Liu, S. Sakamoto, K. Matsuo, M. Ikeda, L. Barolli, and F. Xhafa, “Improving Reliability of

JXTA-Overlay P2P Platform: A Comparison Study for Two Fuzzy-based Systems,” Journal of

High Speed Networks, vol. 21, no. 1, pp. 27–45, 2015.

T. Inaba, S. Sakamoto, E. Kulla, S. Caballe, M. Ikeda, and L. Barolli, “An Integrated System

for Wireless Cellular and Ad-Hoc Networks Using Fuzzy Logic,” International Conference on

Intelligent Networking and Collaborative Systems (INCoS-2014), pp. 157–162, 2014.

E. Kulla, G. Mino, S. Sakamoto, M. Ikeda, S. Caball´e, and L. Barolli, “FBMIS: A Fuzzy-Based

Multi-interface System for Cellular and Ad Hoc Networks,” International Conference on Advanced

Information Networking and Applications (AINA-2014), pp. 180–185, 2014.

L. Barolli, A. Koyama, T. Yamada, S. Yokoyama, T. Suganuma, and N. Shiratori, “A Fuzzy

Admission Control Scheme and Its Performance Evaluation,” IPSJ Journal, vol. 42, no. 12, pp.

–3221, 2001.

T. Oda, D. Elmazi, A. Barolli, S. Sakamoto, L. Barolli, and F. Xhafa, “A Genetic Algorithm-

based System for Wireless Mesh Networks: Analysis of System Data Considering Different Routing

Protocols and Architectures,” Soft Computing, pp. 1–14, 2015.

I. Habib, “Neurocomputing in High-Speed Networks,” IEEE Commun. Magazine, Special Issue,

vol. 33, no. 10, 1995.

Y. Liu, S. Sakamoto, K. Matsuo, M. Ikeda, L. Barolli, and F. Xhafa, “Improvement of JXTA-

Overlay P2P Platform: Evaluation for Medical Application and Reliability,” International Journal

of Distributed Systems and Technologies (IJDST), vol. 6, no. 2, pp. 45–62, 2015.

B. Bensaou, S. T. Lam, H.-W. Chu, and D. H. Tsang, “Estimation of the Cell Loss Ratio in ATM

Networks with a Fuzzy System and Application to Measurement-based Aall Admission Control,”

IEEE/ACM Transactions on Networking (TON), vol. 5, no. 4, pp. 572–584, 1997.

D. Elmazi, E. Kulla, T. Oda, E. Spaho, S. Sakamoto, and L. Barolli, “A Comparison Study of Two

Fuzzy-based Systems for Selection of Actor Node in Wireless Sensor Actor Networks,” Journal of

Ambient Intelligence and Humanized Computing, pp. 1–11, 2015.

L. Barolli, A. Koyama, T. Suganuma, and N. Shiratori, “GAMAN: A GA Based QoS Routing

Method for Mobile Ad-hoc Networks,” Journal of Interconnection Networks, vol. 4, no. 03, pp.

–270, 2003.

V. Kolici, T. Inaba, A. Lala, G. Mino, S. Sakamoto, and L. Barolli, “A Fuzzy-Based CAC Scheme

for Cellular Networks Considering Security,” International Conference on Network-Based Information

Systems (NBiS-2014), pp. 368–373, 2014.

M. Ikeda, L. Barolli, A. Koyama, A. Durresi, G. De Marco, and J. Iwashige, “Performance Eval-

uation of an Intelligent CAC and Routing Framework for Multimedia Applications in Broadband

Networks,” Journal of Computer and System Sciences, vol. 72, no. 7, pp. 1183–1200, 2006.

Y. Liu, S. Sakamoto, K. Matsuo, M. Ikeda, and L. Barolli, “Improving Reliability of JXTA-Overlay

Platform: Evaluation for E-learning and Trustworthiness,” Journal of Mobile Multimedia, vol. 11,

no. 2, pp. 34–50, 2015.

S. Sakamoto, E. Kulla, T. Oda, M. Ikeda, L. Barolli, and F. Xhafa, “A Comparison Study of Hill

Climbing, Simulated Annealing and Genetic Algorithm for Node Placement Problem in WMNs,”

Journal of High Speed Networks, vol. 20, no. 1, pp. 55–66, 2014.

Y. Liu, S. Sakamoto, K. Matsuo, M. Ikeda, L. Barolli, and F. Xhafa, “A Comparison Study for

Two Fuzzy-based Systems: Improving Reliability and Security of JXTA-overlay P2P Platform,”

Soft Computing, pp. 1–11, 2015.

L. Barolli, “A Speed-aware Handover System for Wireless Cellular Networks Based on Fuzzy

Logic,” Mobile Information Systems, vol. 4, no. 1, pp. 1–12, 2008.

L. Barolli, J. Anno, F. Xhafa, A. Durresi, and A. Koyama, “A Context-aware Fuzzy-based Han-

dover System for Wireless Cellular Networks and Its Performance Evaluation,” Journal of Mobile

Multimedia, vol. 4, no. 3, pp. 241–258, 2008.

L. Barolli, “An Intelligent Call Admission Control System for Wireless Cellular Networks Based

on Fuzzy Logic,” Journal of Mobile Multimedia, vol. 3, no. 4, pp. 331–346, 2007.

K. Matsuo, D. Elmazi, Y. Liu, S. Sakamoto, G. Mino, and L. Barolli, “FACS-MP: A Fuzzy Admis-

sion Control System with Many Priorities for Wireless Cellular Networks and Its Perforemance

Evaluation,” Journal of High Speed Network, vol. 21, no. 1, pp. 1–14, 2015.

D. A. Levine, I. F. Akyildiz, and M. Naghshineh, “A Resource Estimation and Call Admission

Algorithm for Wireless Multimedia Networks Using the Shadow Cluster Concept,” IEEE/ACM

Transactions on Networking, vol. 5, no. 1, pp. 1–12, 1997.

G. Mino, L. Barolli, A. Durresi, F. Xhafa, and A. Koyama, “A Fuzzy-based Call Admission

Control Scheme for Wireless Cellular Networks Considering Priority of On-going Connections,”

th IEEE International Conference on Distributed Computing Systems Workshops (ICDCS-2009

Workshops), pp. 380–387, 2009.

G. Mino, L. Barolli, F. Xhafa, and A. Durresi, “Performance Evaluation of a Fuzzy-based CAC

Scheme for Wireless Cellular Networks: A Case Study Considering Priority of On-going Connec-

tions,” International Journal of Business Intelligence and Data Mining, vol. 5, no. 3, pp. 269–284,

T. Ikebata, G. Mino, L. Barolli, A. Koyama, A. Durresi, and F. Xhafa, “A Fuzzy-Based CAC

Scheme for Wireless Cellular Networks Considering Different Priorities,” 13th International Conference

on Network-Based Information Systems (NBiS-2010), pp. 187–194, 2010.

R. Y. D. Dubois, H. Prade, Fuzzy Sets for Intelligent Systems. Morgan Kaufman Publishers,

Downloads

Published

2015-04-26

How to Cite

INABA, T. ., ELMAZI, D. ., SAKAMOTO, S. ., ODA, T. ., IKEDA, M. ., & BAROLLI, L. . (2015). A SECURE-AWARE CALL ADMISSION CONTROL SCHEME FOR WIRELESS CELLULAR NETWORKS USING FUZZY LOGIC AND ITS PERFORMANCE EVALUATION. Journal of Mobile Multimedia, 11(3-4), 213–222. Retrieved from https://journals.riverpublishers.com/index.php/JMM/article/view/4503

Issue

Section

Articles