A Survey on Load Balancing during Handover in Cognitive Radio Networks using Data Mining

	International Journal of P2P Network Trends and Technology (IJPTT)
	© 2017 by IJPTT Journal
	Volume-7 Issue-5
	Year of Publication : 2017
	Authors : Nivedha.S., Manivarma .S, Anandakumar.H

Citation

Nivedha.S., Manivarma .S, Anandakumar.H "A Survey on Load Balancing during Handover in Cognitive Radio Networks using Data Mining". International Journal of P2P Network Trends and Technology (IJPTT).V7:21-25 September to October 2017. ISSN:2249-2615. www.ijpttjournal.org. Published by Seventh Sense Research Group.

Abstract

The problem of over loaded traffic on the wireless networks which consists of nodes handle the traffic and are usually responsible for the accurate functioning of the entire network. Even if one single node gets over loaded, then the overall performance network is degraded. Our work targets on the automatic monitoring of the networks so that the load will always stay balanced among various nodes and traffic is reduced. This will help in improving the overall performance of the network by the concept of cognitive radio. The activities of licensed users may cause heavy traffic in some bands while leaving other bands idle, load balancing is first performed to equalize the traffic faced by the users. If the secondary users can prudently adopt the best spectrum decision scheme according to sensing time and traffic conditions, the overall system time can be improved by 70% compared to the existing methods. The Cognitive radio is integrated with the Frequent itemset data mining in order to extract the data’s that are stored during load balancing.

References

[1] Lee, Won-Yeol and Ian F. Akyildiz. "Spectrum-aware mobility management in cognitive radio cellular networks." Mobile Computing, IEEE Transactions on 11, no. 4 pp. 529-542, Year 2012. [2] Adam, Nadir H., Mohammed Abdel-Hafez and Khaled Shuaib. "Spectrum sharing with quality of service assurance in cognitive radio networks." Innovations in Information Technology (INNOVATIONS), 2014 10th International Conference on. IEEE, Year2014. [3] Wang, Li-Chun, Chung-Wei Wang and Chung-Ju Chang "Modeling and analysis for spectrum handoffs in cognitive radio networks." Mobile Computing, IEEE Transactions on 11, no. 9, pp. 1499-1513, Year 2012. [4] Anthony T. Chronopoulos, Grosu, Daniel"Algorithmic mechanism design for load balancing in distributed systems." Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions , Vol. 34 , pp. 77- 84,Year 2004. [5] A. Sharma, A. Roy, S. Ghosal, R. Chaki and U. Bhattacharya, "Load balancing in Cellular Network: A review,“ in Computing Communication & Networking Technologies ICCCNT’12, Third International Conference in IEEE, 2012. [6] K. Mythili and H. Anandakumar, "Trust management approach for secure and privacy data access in cloud computing," Green Computing, Communication and Conservation of Energy (ICGCE), 2013 International Conference on, Chennai, 2013, pp. 923-927. doi: 10.1109/ ICGCE. 2013.6823567. [7] V. Dhivya, H. Anandakumar and M. Sivakumar, "An effective group formation in the cloud based on Ring signature," Intelligent Systems and Control (ISCO), 2015 IEEE 9th International Conference on, Coimbatore, 2015, pp. 1-4.doi: 10.1109/ISCO.2015.7282366. [8] A. Roshini and H. Anandakumar, "Hierarchical cost effective leach for heterogeneous wireless sensor networks," Advanced Computing and Communication Systems, 2015 International Conference on, Coimbatore, 2015, pp. 1-7.doi: 10.1109/ICACCS.2015.7324082. [9] S. Divya, H. A. Kumar and A. Vishalakshi, "An improved spectral efficiency of WiMAX using 802.16G based technology," Advanced Computing and Communication Systems, 2015 International Conference on, Coimbatore, 2015, pp. 1-4.doi: 10.1109/ICACCS.2015.7324098. [10] M. Suganya and H. Anandakumar, "Handover based spectrum allocation in cognitive radio networks," Green Computing, Communication and Conservation of Energy (ICGCE), 2013 International Conference on, Chennai, 2013, pp. 215-219.doi: 10.1109/ICGCE.2013.6823431. [11] Youssef, Moustafa, Mohamed Ibrahim, Mohamed Abdelatif, Lin Chen and Athanasios V. Vasilakos. "Routing metrics of cognitive radio networks: A survey." Communications Surveys & Tutorials, IEEE, vol. 16, no. 1, pp. 92-109, 2014. [12] Wang, Huahui, Jian Ren and Tongtong Li. "Resource Allocation with Load Balancing for Cognitive Radio Networks."In Global Telecommunications Conference IEEE, pp. 1-5, 2010. [13] Talat, Samer T. and Li-Chun Wang. "Delay-bandwidth product approach for unequal-width load balancing spectrumdecisions in cognitive radio networks."Wireless Networks, Springer, pp. 1-13, 2015.

Keywords
Cognitive Radio, over Loaded, Spectrum Decision, Sensing Time, Frequent Itemset Mining.