Adaptive Handoff Prediction and Appreciate Decision Using ANFIS between Terrestrial Communication and HAP

Volume 3, Issue 1, February 2018     |     PP. 19-33      |     PDF (1561 K)    |     Pub. Date: January 7, 2018
DOI:    298 Downloads     7314 Views  

Author(s)

S.H. Alsamhi, Electronics Engineering, AMU and IBB University, Aligarh, India
M. Ansari, Electronics Engineering, AMU, Aligarh, India
M. Hebah, Electronics Engineering, AMU,Aligarh, India
A. Ahmed, Electronics Engineering, AMU,Aligarh, India
A. Hatem, Electronics Engineering, AMU,Aligarh, India
M. Alasali, Electrical Engineering，AMU,Aligarh, India

Abstract
Adaptive handoff provides a cost-effective way to enhance the Quality of Service (QOS) of homogeneous and heterogeneous communication systems. Recent researches focused on handoff between Heterogonous communications systems. Therefore, handoff between terrestrial communication systems and High altitude platform using Neuro Fuzzy Interference system (ANFIS) is our proposed technique for enhancing the QoS. The proposed techniques used for accurate prediction and appreciated decision-based on Received Signal Strength (RSS), Velocity of the user, and the distance between the user from the cell center and the available channel in both terrestrial and HAP. HAP has been considered as a complementary BS to the terrestrial mobile system, giving coverage in shadow zones. HAPs can provide back-up services to areas which are uncovered by terrestrial systems, thus with the goodness of HAP, QoS improved. The results show that ANFIS is a viable option for an appreciated hand-off decision and more sensitive for hand-off prediction.

Keywords
ANFIS, QOS, HAP, Heterogeneous communication, Hand-off, prediction

Cite this paper
S.H. Alsamhi, M. Ansari, M. Hebah, A. Ahmed, A. Hatem, M. Alasali, Adaptive Handoff Prediction and Appreciate Decision Using ANFIS between Terrestrial Communication and HAP , SCIREA Journal of Agriculture. Volume 3, Issue 1, February 2018 | PP. 19-33.

References

[ 1 ] S. H. Alsamhi and N. S. Rajput, "HAP Antenna Radiation Pattern for Providing Coverage and Service Characteristics," (ICACCI, 2014),2014, pp. 1434-1439.
[ 2 ] A. kumar and H. Purohit, "Acomparative Study of Different Type of Handoff Strategies in Cellular System," IJARCCE, vol. 2, pp. 4278-4287, 2013.
[ 3 ] S. H. Alsamhi and N. S. Rajput, "Performance and analysis of propagation models for efficient handoff in HAP to sustain QoS," SCEECS-201, 2014, pp. 1-6.
[ 4 ] P. Stavroulakis, "Fuzzy-Neural Applications in Handoff," in Neuro-Fuzzy and Fuzzy-Neural Applications in Telecommunications, P. Stavroulakis, Ed., ed: Springer Berlin Heidelberg, 2004, pp. 149-234.
[ 5 ] Y. Li, B. Cao, and C. Wang, "Handover schemes in heterogeneous LTE networks: challenges and opportunities," IEEE Wireless Communications, vol. 23, pp. 112-117, 2016.
[ 6 ] T. Lei, X. Wen, Z. Lu, W. Jing, B. Zhang, and G. Cao, "Handoff management scheme based on frame loss rate and RSSI prediction for IEEE 802.11 networks," in Wireless Communication Systems (ISWCS), 2016 International Symposium on, 2016, pp. 555-559.
[ 7 ] M. K. Gondara and S. Kadam, "Requirements of Vertical Handoff mechanism in 4G wireless networks," arXiv preprint arXiv:1105.0043, 2011.
[ 8 ] S. Alsamhi and N. Rajput, "An intelligent hand-off algorithm to enhance quality of service in high altitude platforms using neural network,"Journal of Wireless Personal Communications, vol. 82, pp. 2059-2073, 2015.
[ 9 ] S. H. Alsamhi and N. Rajput, "Neural network in intelligent handoff for QoS in HAP and terrestrial systems," IJMSE, vol. 2, pp. 141-146, 2014.
[ 10 ] S. Kumar, K. Kumar, and A. K. Pandey, "Dynamic Channel Allocation in Mobile Multimedia Networks Using Error Back Propagation and Hopfield Neural Network (EBP-HOP)," Procedia Computer Science, vol. 89, pp. 107-116, 2016.
[ 11 ] S. Rahman, T. Sharma, S. Reza, M. Rahman, and M. Kaiser, "PSO-NF based vertical handoff decision for ubiquitous heterogeneous wireless network (UHWN)," in Computational Intelligence (IWCI), International Workshop on, 2016, pp. 153-158.
[ 12 ] K. C. Foong, L. S. Wei, and S. M. Lim, "Mobility management incorporating pattern recognition in the handoff decision," in Advanced Computer Control, 2009. ICACC'09. International Conference on, 2009, pp. 737-741.
[ 13 ] G. P. Pollini, "Trends in Handover Design," Communications Magazine, IEEE, vol. 34, pp. 82-90, 1996.
[ 14 ] P. Fazio, F. De Rango, and M. Tropea, "Prediction and QoS Enhancement in New Generation Cellular Networks with Mobile Hosts: A Survey on Different Protocols and Conventional/Unconventional Approaches," IEEE Communications Surveys & Tutorials, 2017.
[ 15 ] A. Srivastava and A. Misra, "Exploration of Vertical Handoff Between Heterogeneous Networks," Imperial Journal of Interdisciplinary Research, vol. 2, 2016.
[ 16 ] C. LeBaron, M. K. Christianson, L. Garrett, and R. Ilan, "Coordinating flexible performance during everyday work: An ethnomethodological study of hand-off routines," Organization Science, vol. 27, pp. 514-534, 2016.
[ 17 ] D. Sumathi, T. Velmurugan, S. Nandakumar, and S. Renugadevi, "Dynamic Weight Assignment based Vertical Handoff Algorithm for Load Optimization," Indian Journal of Science and Technology, vol. 9, 2016.
[ 18 ] D. Zhang, D. Zhang, H. Xiong, L. T. Yang, and V. Gauthier, "NextCell: Predicting Location Using Social Interplay from Cell Phone Traces," IEEE Transactions on Computers , vol. 64, pp. 452-463, 2015.
[ 19 ] P. Taaghol, A. K. Salkintzis, J. Iyer, "Seamless Integration of Mobile WiMAX in 3GPP Networks," Communications Magazine, IEEE, vol. 46, pp. 74-85, 2008.
[ 20 ] J.-S. Kim, E. Serpedin, D.-R. Shin, and K. Qaraq, "Hand-off Triggering and Network Selection Algorithms for Load-Balancing Handoff in CDMA-WLAN Integrated Networks," EURASIP JWCN, vol. 2008, pp. 1-14, 2008.
[ 21 ] M. Saini and S. mann, "Handoff Schemes for Vehicular Ad-Hoc Networks: A Survey," International Journal of Innovations in Engineering and Technology pp. 86-91, 2010.
[ 22 ] F. Kaleem, "VHITS: Vertical Handoff Initiation and Target Selection in a Heterogeneous Wireless Network," 2012.
[ 23 ] J. Zander, S.-L. Kim, M. Almgren, and O. Queseth, Radio Resource Management for Wireless Networks: Artech House, Inc., 2001.
[ 24 ] V. Saritha, P. V. Krishna, S. Misra, and M. S. Obaidat, "Learning Automata-Based Channel Reservation Scheme to Enhance QoS in Vehicular Adhoc Networks," in Global Communications Conference (GLOBECOM), 2016 IEEE, 2016, pp. 1-6.
[ 25 ] J. Thornton, D. Grace, M. H. Capstick, and T. C. Tozer, "Optimizing an Array of Antennas for Cellular Coverage from a HAP," Wireless Communications, IEEE Transactions on, vol. 2, pp. 484-492, 2003.
[ 26 ] J. C. Avilés, "High Altitude Platforms for UMTS," M. Sc, Master of Science Thesis, , Tampere University of Technology, 2007.