Browse > Article
http://dx.doi.org/10.9723/jksiis.2015.20.4.001

A Study of Call Admission Control Scheme using Noncooperative Game under Homogeneous Overlay Wireless Networks  

Kim, Nam Sun (대진대학교 전기전자통신공학부)
Publication Information
Journal of Korea Society of Industrial Information Systems / v.20, no.4, 2015 , pp. 1-9 More about this Journal
Abstract
This paper proposes CAC method that is more efficient for RRM using game theory combined with Multiple Attribute Decision Making(MADM). Because users request services with different Quality of Service(QoS), the network preference values to alternative networks for each service are calculated by MADM methods such as Grey Relational Analysis(GRA), Simple Additive Weighting(SAW) and Technique for Order Preference by Similarity to Ideal Solution(TOPSIS). According to a utility function representing preference value, non-cooperative game is played, and then network provider select the requested service that provide maximum payoff. The appropriate service is selected through Nash Equilibrium that is the solution of game and the game is played repeated. We analyze two overlaid networks among four Wireless LAN(WLAN) systems with different properties. Simulation results show that proposed MADM techniques have same outcomes for every game round.
Keywords
Call Admission Control; MADM; Game Theory; Network Selection;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 V. S. Kolate, G. I. Patil and A. S. Bhide, "Call Admission Control Schemes and Handoff Prioritization in 3G Wireless Mobile Networks," International Journal of Engineering and Innovative Technology (IJEIT), Vol. 1, Issue 3, pp. 92-97, March 2012.
2 Hyoeun Kim, Wontae Kim and Yongjin Park, "A Efficient Distributed Connection Admission Control Framework in Next Generation Mobile Networks," in Proc. of the KIISE Fall Conference, Vol. 33, pp. 671-676, 2006.
3 K.Savitha and C. Chandrasekar, "Trusted Network Selection using SAW and TOPSIS Algorithms for Heterogeneous Wireless Networks," International Journal of Computer Applications, Vol. 26, No.8, pp. 22-29, July 2011.   DOI
4 M. I. Cesana and N. Gatti, "Network Selection and Resource Allocation Games for Wireless Access Networks", IEEE Transactions on Mobile Computing, Vol. 12, pp. 2427-2440, 2013.   DOI
5 P. Frihauf, M. Krstic and T. Basar, "Nash Equilibrium Seeking in Noncooperative Games," IEEE Transactions on Automatic Control, Vol. 57, No. 5, pp. 1192-1207, May 2012.   DOI
6 H. Pervaiz and J. Bigham, "Game Theoretical Formulation of Network Selection in Competing Wireless Networks: An Analytic Hierarchy Process Model," NGMAST '09, pp.292-297, 2009.
7 J. Antoniou and A. Pitsillides, "4G Converged Environment: Modeling Network Selection as a Game," in Proc. of 16th IST Mobile and Wireless Communications. pp. 1-5, 2007.
8 H. Pervaiz, H. Mei, J. Bigham and P. Jiang, "Enhanced Cooperation in Heterogeneous Wireless Networks using Coverage Adjustment," in Proc. of the 6th International Wireless Communications and Mobile Computing Conference, pp.241-245. June 2010.
9 D. Charilas, O. Markaki and E. Tragos, "A Theoretical Scheme for Applying Game Theory and Network Selection Mechanisms in Access Admission Control," in Proc. of Wireless Pervasive Computing (ISWPC), pp.202-307, May 2008.
10 J. L. Deng, "Introduction to Grey System Theory," The Journal of Grey System, Volume 1, Issue 1, pp. 1-24, 1989.
11 3GPP Technical Specification Group Service and System Aspects QoS Concept (3G TR 23.907 version 1.1.0)
12 Hyunseok Hwang, Sanghoon Lee and Suyeon Kim, "A Study of Factors for Evaluating Smartphone Selection and Use using Fuzzy AHP," Journal of the Korea Industrial Information System Society, Vol. 16 No. 4, pp. 107-117, 2011.
13 Rodrigo-Alberto, "Handing Multiple Communications Sessions in an Heterogeneous Network Environment," Chalmers university of technology master thesis, Sep. 2009.
14 Nam-Sun Kim, ″AHP and Group Decision Making for Access Network Selection in Heterogeneous Wireless Networks,″ The Journal of Korea Information and Communications Society, Vol. 38A, No. 10, pp. 858-864, 2013.   DOI
15 Q. Song and A. Jamalipour, "A network selection mechanism for Next Generation Networks," IEEE International Conference of Communication, Vol. 2, pp.1418-1422, 2005.