PENGARUH INTERFERENSI HIDDEN NODE TERHADAP MODEL PREDIKSI KETERSEDIAAN BANDWIDTH DI JARINGAN NIRKABEL

Adhi Rizal

Abstract


Ketersediaan bandwidth merupakan salah satu aspek penting untuk menjamin QoS dalam transmisi data, terutama pada jaringan nirkabel. Walaupun demikian, prediksi ketersediaan pada jaringan nirkabel masih sulit dilakukan karena medium transmisi dapat digunakan oleh beberapa node secara bersamaan. Selain itu jaringan nirkabel juga rentan terhadap pengaruh dari sinyal transmisi yang dihasilkan dari node lain, terutama hidden node. Beberapa penelitian telah dilakukan untuk mengembangkan model prediksi ketersediaan bandwidth. Walaupun demikian, belum terdapat mekanisme terstandarisasi yang digunakan untuk mengevaluasi ketersediaan bandwidth pada jaringan nirkabel. Selain itu tingkat akurasi dari setiap model juga masih belum diketahui ketika diimplementasikan pada jaringan nirkabel, terutama dengan keberadaan hidden node. Oleh karena itu penelitian ini berupaya untuk menginvestigasi kinerja dari setiap model untuk memprediksi ketersediaan bandwidth pada jaringan nirkabel dengan interferensi hidden node. Model prediksi yang dibandingkan adalah Distributed Lagrange Interpolation Based Available Bandwidth Estimation (DLI-ABE), Cognitive Passive Estimation Of The Available Bandwidth (cPEAB),  Improved Available Bandwidth (IAB), dan Available Bandwidth Estimation (ABE). Percobaan dilakukan dalam skala simulasi yang dikembangkan menggunakan simulasi jaringan OMNet++. Hasil penelitian menunjukan bahwa model ABE memperoleh tingkat akurasi yang paling baik sebesar 85,25%.


Full Text:

PDF

References


N. E. Frigui, T. Lemlouma, S. Gosselin, B. Radier, R. Le Meur dan J.-M. Bonnin, “Optimization of the Upstream Bandwidth Allocation in Passive Optical Networks Using Internet Users’ Behavior Forecast,” dalam International Conference on Optical Network Design and Modeling (ONDM), Dublin, 2018.

C. D. Guerrero dan M. A. Labrador, “On the applicability of available bandwidth estimation techniques and tools,” Computer Communications, vol. 33, no. 1, pp. 11-22, 2010.

A. F. Santamaria dan A. Lupia, “A New Call Admission Control Scheme Based on Pattern Prediction for Mobile Wireless Cellular Networks,” dalam Wireless Telecommunications Symposium (WTS), New York, 2015.

M. R. Araujo, B. R. Silva, J. de Santi, G. B. Figueiredo dan N. L. S. da Fonseca, “A Novel Prediction-Based DWBA Algorithm for NG-EPON based C-RAN Fronthaul,” dalam IEEE International Conference on Communications (ICC), 2019.

Z. Yuan, H. Venkataraman dan G. Muntean, “MBE: Model-Based Available Bandwidth Estimation for IEEE 802.11 Data Communications,” Vehicular Technology, vol. 61, no. 5, pp. 2158-2171, 2012.

P. Sarigiannidis, M. Louta, G. Papadimitriou, I. Moscholios dan D. Kleftouris, “Alleviating the High Propagation Delays in FiWi Networks: A Prediction-based DBA Scheme for 10G-EPON-WiMAX Systems,” dalam International Workshop on Fiber Optics in Access Network (FOAN), Brno, 2015.

P. Zhao, X. Yang, C. Dong, S. Yang, S. Bhattarai dan W. Yu, “On an Efficient Estimation of Available Bandwidth for IEEE 802.12-Based Wireless Networks,” dalam IEEE Globecom, 2011.

A. Rizal dan Susilawati, “Interference Effect of ACL’s and SCO’s IEEE 802.15 Transmission on IEEE 802.11 Performance,” International Journal of Computer Network and Information Security (IJCNIS), pp. 1-7, 2019.

A. Rizal dan Y. Bandung, “Passive Available Bandwidth Estimation Based on Collision Probability and Node State Synchronization in Wireless Networks,” Journal of ICT Research and Applications, vol. XI, no. 2, pp. 130-149, 2017.

J. Hatem, A. R. Dhaini dan S. Elbassuoni, “Deep Learning-based Dynamic Bandwidth Allocation for Future Optical Access Networks,” IEEE Access, pp. 1-13, 2019.

Y. Tian, Y. He dan H. Duan, “Passive Localization Through Channel Estimation of On-the-Air LTE Signals,” IEEE Access, pp. 1-14, 2019.

M. H. Ali dan M. H. Ali, “H-DBA for Gigabit Passive Optical Network with Performance Analysis,” dalam International Conference on Computer, Electrical & Communication Engineering (ICCECE), Kolkata, 2017.

S. Chaudhari dan R. Biradar, “Collision probability based Available Bandwidth estimation in Mobile Ad Hoc Networks,” Applications of Digital Information and Web Technologies (ICADIWT), pp. 244-249, 2014.

S. Tursunova, K. Inoyatov dan Y.-T. Kim, “Cognitive passive estimation of available bandwidth (cPEAB) in overlapped IEEE 802.11 WiFi WLANs,” Network Operations and Management Symposium (NOMS), pp. 448-454, 2010.

H. Zhao, E. Garcia-Palacios, J. Wei dan a. Y. Xi, “Accurate Available Bandwidth Estimation in IEEE 802.11-based Ad hoc Networks,” Journal of Computer Communications, vol. 32, no. 6, pp. 1050-1057, 2009.

C. Sarr, C. Chaudet, G. Chelius dan I. Lassous, “Bandwidth Estimation for IEEE 802.11-Based Ad Hoc Networks,” Mobile Computing, IEEE Transactions, vol. 7, no. 10, pp. 1228-1241, 2008.

T. Arsan, “Review of bandwidth estimation tools and application to bandwidth adaptive video streaming,” dalam High Capacity Optical Networks and Enabling Technologies (HONET), 2012.

S. S. Chaudhari dan R. C. Biradar, “Survey of Bandwidth Estimation Techniques in Communication Networks,” Wireless Personal Communications, vol. 2, no. 83, p. 1425–1476 , 2015.

D. Salcedo, C. D. Guerrero dan R. Martinez, “Available Bandwidth Estimation Tools: Metrics, Approach and Performance,” International Journal of Communication Networks and Information Security (IJCNIS) , vol. 10, no. 3, pp. 580-587, 2018.

R. Yasunaga, A. Walid dan P. Ananth, “ Modular Dynamic Bandwidth Allocation for a Flexible PON: Concept and Evaluation,” dalam European Conference on Optical Communication (ECOC), Gothenburg, 2017.

D. Salcedo, C. D. Guerrero dan R. Martinez, “Overhead in available bandwidth estimation tools: Evaluation and analysis,” International Journal of Communication Networks and Information Security, vol. 9, no. 3, pp. 393-404, 2017.

T. Yang, Y. Jin, Y. Chen dan J. Yudong, “RT-WABest: A novel end-to-end bandwidth estimation tool in IEEE 802.11 wireless network,” International Journal of Distributed Sensor Networks, vol. 13, no. 2, pp. 1-11, 2017.

A. Wei, “IETF Trust's Legal,” 14 July 2009. [Online]. Available: https://tools.ietf.org/pdf/draft-wei-manet-rafsp-00.pdf. [Diakses 18 July 2017].

S. S. Chaudhari dan R. C. Biradar, “Survey of Bandwidth Estimation Techniques in Communication Networks,” Wireless Personal Communications, 2015.

H. J. Park dan B.-h. Roh, “Accurate Passive Bandwidth Estimation (APBE) in IEEE 802.11 Wireless LANs,” Ubiquitous Information Technologies and Applications (CUTE), pp. 1-4, 2010.

S. Tursunova, K. Inoyatov dan Y.-T. Kim, “Cognitive estimation of the available bandwidth in home/office network considering hidden/exposed terminals,” Consumer Electronics, IEEE Transactions, vol. 56, no. 1, pp. 97-105, 2010.




DOI: http://dx.doi.org/10.12962/j24068535.v18i1.a930

Refbacks

  • There are currently no refbacks.