This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Call Admission Control in Wideband CDMA Cellular Networks by Using Fuzzy Logic
March/April 2005 (vol. 4 no. 2)
pp. 129-141
In this paper, a novel call admission control (CAC) scheme using fuzzy logic is proposed for the reverse link transmission in wideband code division multiple access (CDMA) cellular communications. The fuzzy CAC scheme first estimates the effective bandwidths of the call request from a mobile station (MS) and its mobility information, then makes a decision to accept or reject the connection request based on the estimation and system resource availability. Numerical results are given to demonstrate the effectiveness of the proposed fuzzy CAC scheme in terms of new call blocking probability, handoff call dropping probability, outage probability, and resource utilization.

[1] D. Mitra and J.A. Morrision, “Erlang Capacity and Uniform Approximations for Shared Unbuffered Resources,” IEEE/ACM Trans. Networking, vol. 2, pp. 558-570, 1994.
[2] Z. Liu and M.E. Zarki, “SIR-Based Call Admission Control for DS-CDMA Cellular System,” IEEE J. Selected Areas of Comm., vol. 12, pp. 638-644, 1994.
[3] J.S. Evans and D. Everitt, “Effective Bandwidth-Based Admission Control for Multiservice CDMA Cellular Networks,” IEEE Trans. Vehicular Technology, vol. 48, pp. 36-46, 1999.
[4] C. Chang, S. Shen, J. Lin, and F. Ren, “Intelligent Call Admission Control for Differentiated QoS Provisioning in Wide Band CDMA Cellular System,” Proc. IEEE Vehicular Technology Conf. (VTC '00), pp. 1057-1063, 2000.
[5] C. Comaniciu, N. Mandayam, D. Famolari, and P. Agrawal, “QoS Guarantees for Third Generation (3G) CDMA Systems Via Admission and Flow Control,” Proc. IEEE Vehicular Technology Conf. (VTC '00), pp. 249-256, 2000.
[6] N. Bambos, S.C. Chen, and G.J. Pottie, “Channel Access Algorithms with Active Link Protection for Wireless Communication Networks with Power Control,” IEEE/ACM Trans. Networking, vol. 8, pp. 583-597, 2000.
[7] M. Andersin, Z. Rosberg, and J. Zander, “Soft and Safe Admission Control in Cellular Networks,” IEEE/ACM Trans. Networking, vol. 5, pp. 255-265, 1997.
[8] C.-J. Ho, J.A. Copeland, C.-T. Lea, and G.L. Stüber, “On Call Admission Control in DS/CDMA Cellular Networks, IEEE Trans. Vehicular Technology, vol. 50, pp. 1328-1343, 2001.
[9] Y. Fang and Y. Zhang, “Call Admission Control Schemes and Performance Analysis in Wireless Mobile Networks,” IEEE Trans. Vehicular Technology, vol. 51, pp. 371-382, 2002.
[10] S. Wu, K.Y.M. Wong, and B. Li, “A Dynamic Call Admission Policy with Precision QoS Guarantee Using Stochastic Control for Mobile Wireless Networks,” IEEE/ACM Trans. Networking, vol. 10, pp. 257-271, 2002.
[11] Y. Fang and I. Chlamtac, “Teletraffic Analysis and Mobility Modeling of PCS Networks,” IEEE Trans. Comm., vol. 47, pp. 1062-1072, 1999.
[12] M. Naghshineh and M. Schwartz, “Distributed Call Admission Control in Mobile/Wireless Networks,” IEEE J. Select. Areas Comm., vol. 14, pp. 711-717, 1996.
[13] Z. Dziong, M. Jia, and P. Mermelstein, “Adaptive Traffic Admission for Integrated Services in CDMA Wireless-Access Networks,” IEEE J. Seleced Areas of Comm., vol. 14, pp. 1737-1747, 1996.
[14] G.J. Klir and B. Yuan, Fuzzy Sets and Fuzzy Logic: Theory and Applications. Prentice-Hall, 1995.
[15] L.X. Wang, A Course in Fuzzy Systems and Control. Prentice Hall, 1997.
[16] T.S. Rappaport, Wireless Communications: Principles and Practice. Prentice Hall, 1996.
[17] A.J. Viterbi, A.M. Viterbi, K.S. Gilhousen, and E. Zehavi, “Soft Handoff Extends CDMA Cell Coverage and Increase Reverse Link Capacity,” IEEE J. Selected Areas of Comm., vol. 12, pp. 1281-1288, 1994.
[18] H. Holma and A. Toskala, WCDMA for UMTS. John Wiley & Sons Ltd., 2002.
[19] M. Schwartz, Broadband Integrated Networks. Prentice Hall PTR, 1996.
[20] M. Braae and D.A. Rutherford, “Fuzzy Relations in a Control Setting,” Kybernetes, vol. 7, pp. 185-188, 1978.
[21] E. Del Re, R. Frantacci, and G. Giambene, “Handover and Dynamic Channel Allocation Techniques in Mobile Cellular Networks,” IEEE Trans. Vehicular Technology, vol. 44, pp, 229-237, 1995.
[22] T. Liu, P. Bahl, and I. Chlamtac, “Mobility Modeling, Location Tracking, and Trajectory Prediction in Wireless ATM Networks,” IEEE J. Selected Areas Comm., vol. 16, pp. 922-936, 1998.
[23] R.A. Guerin, “Channel Occupancy Time Distribution in a Cellular Rradio System,” IEEE Trans. Vehicular Technology, vol. 36, pp. 89-99, 1987.
[24] I. Seskar, S. Maric, J. Holtzman, and J. Wasserman, “Rate of Location Area Updates in Cellular Systems,” Proc. IEEE Vehicular Technology Conc. (VTC '92), pp. 694-697, 1992.
[25] S. Nanda, “Teletraffic Models for Urban and Suburban Microcells: Cell Sizes and Handoff Rates,” IEEE Trans. Vehicular Technology, vol. 42, pp. 673-682, 1993.
[26] M.M. Zonoozi and P. Dassanayake, “User Mobility Modeling and Characterization of Mobility Pattern,” IEEE J. Selected Areas Comm., vol. 15, pp. 1239-1252, 1997.
[27] X. Shen, J.W. Mark, and J. Ye, “User Mobility Profile Prediction: An Adaptive Fuzzy Inference Approach,” ACM/Wireless Networks, vol. 6, pp. 363-374, 2000.
[28] 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 Trans. Networking, vol. 5, pp. 1-12, 1997.
[29] A. Ghaffari, H.R. Mirkhani, and M. Najafi, “Stability Investigation of a Class of Fuzzy Logic Control Systems,” Proc. IEEE Int'l Conf. Control Applications, pp. 789-793, 2001.
[30] C.Y. Huang and R.D. Yates, “Call Admission in Power Controlled CDMA System,” Proc. IEEE Vehicular Technology Conf. (VTC '96), pp. 1665-1669, 1996.
[31] S. Sun and W.A. Krzymien, “Call Admission Policies and Capacity Analysis of a Multi-Service CDMA Personal Communication System with Continuous and Discontinuous Transmission,” Proc. IEEE Vehicular Technology Conf. (VTC '98), pp. 218-223, 1998.

Index Terms:
Call admission control (CAC), cellular communications, code-division multiple access (CDMA), effective bandwidth, fuzzy logic, user mobility.
Citation:
Jun Ye, Xuemin (Sherman) Shen, Jon W. Mark, "Call Admission Control in Wideband CDMA Cellular Networks by Using Fuzzy Logic," IEEE Transactions on Mobile Computing, vol. 4, no. 2, pp. 129-141, March-April 2005, doi:10.1109/TMC.2005.19
Usage of this product signifies your acceptance of the Terms of Use.