Fuzzy Logic Based Decision Making Algorithm to Optimize the Handover Performance in HetNets
- 1 Computer Science and Engineering, Sona College of Technology, Salem, India
- 2 Computer Science and Engineering, Shanmuganathan Engineering College, Pudhukottai, India
- 3 Computer Science and Engineering, Sona College of Technology, Salem, India
Abstract
A prominent growth in a wireless communication system provides a wide range of services for a heterogeneous wireless network thus accomplishing user’s needs. These real time services are delay sensitive which requires a continuous internet connection. Assuring a seamless end-end connectivity without link outages at the mid of an action is a crucial ongoing problem. Thus the main objective relies on designing a cognitive algorithm to achieve the practical impossibility of having a sustainable net connection while roaming across various technologies. Hence, to fulfill this and degrade vertical handover (VHO) issues an enhanced fuzzy logic based algorithm is proposed. Further, it focuses on improving the transmission quality with low handover latency, less packet loss and reduced false handover. Along with this the algorithm achieves an accurate prediction in the decision making of an optimal network to which the idle node gets connected. The networking environment also has an efficient mobility management, where the functioning network controls the mobility of concerned mobile nodes. Finally the simulation process of this proposal on a comprehensive test-bed infers the fuzzy logic based algorithm, guaranteed seamless connection. Further, the system has a 1.6% improvement in reducing the handover delay and 1.3% in packet loss reduction than the existing approaches, which in turn improves the transmission quality.
- Jaraiz-Simon, M.D., Gomez-Pulido, J.A. and Vega-Rodriguez, M.A. (2015) Embedded Intelligence for Fast QoS-Based Vertical Handoff in Heterogeneous Wireless Access Networks. Pervasive and Mobile Computing, 19, 141-155. http://dx.doi.org/10.1016/j.pmcj.2014.01.009
- Seamless Handover. http://www.cs.ucla.edu/classes/fall03/cs218/report/handoff.doc
- Yan, X., Y. Sekerciog, A. and Narayanan, S. (2010) A Survey of Vertical Handover Decision Algorithms in Fourth Generation Heterogeneous Wireless Networks. Computer Networks, 54, 1848-1863. http://dx.doi.org/10.1016/j.comnet.2010.02.006
- Zekri, M., Jouaber, B. and Zeghlache, D. (2012) A Review on Mobility Management and Vertical Handover Solutions over Heterogeneous Wireless Networks. Computer Communications, 35, 2055-2068. http://dx.doi.org/10.1016/j.comcom.2012.07.011
- Chandavarkara, B.R. and Rammohan Reddy, B. (2012) Survey Paper: Mobility Management in Heterogeneous Wireless Networks. International Conference on Communication Technology and System Design. Procedia Engineering, 30, 113-123. http://dx.doi.org/10.1016/j.proeng.2012.01.841
- Kassar, M., Kervella, B. and Pujolle, G. (2008) An Overview of Vertical Handover Decision Strategies in Heterogeneous Wireless Networks. Computer Communications, 31, 2607- 2620. http://dx.doi.org/10.1016/j.comcom.2008.01.044
- Chuang, M.-C. and Lee, J.-F. (2011) DRO: Domain-Based Route Optimization Scheme for Nested Mobile Networks. EURASIP Journal on Wireless Communications and Networking, 2011, 70. http://dx.doi.org/10.1186/1687-1499-2011-70
- Sheikh, K.B., Islam, R., Tahasin, Z.I. and Uddin, R. (2011) An Efficient Handover Scheme for PMIPV6 in IEEE 802.16/WiMAX Network. International Journal of Electrical & Computer Sciences, 11, 6-14.
- Piyakul, T., Thanachai, T., Piboonlit, V. and Pratit, S. (2015) Intelligent Handover Decision Based on Fuzzy Logic for Heterogeneous Wireless Networks. 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Hua Hin, 24-26 Jun 2015, 1-6.
- Farhat, A., Masud, M.H. and Latif, S.A. (2013) Fuzzy Logic Based Handoff Latency Reduction Mechanism in Layer 2 of Heterogeneous Mobile IPv6 Networks. IOP Conference Series: Materials Science and Engineering, 53, Article ID: 012085.
- Narayanan, A. and Rajeswari, S. (2014) An Intelligent Vertical Handover Decision Algorithm for Wireless Heterogeneous Networks. American Journal of Applied Sciences, 11, 732-739. http://dx.doi.org/10.3844/ajassp.2014.732.739