Research/Publications

by admin

Tiwana, M.I.; Sayrac, B.; Altman, Z., “Statistical Learning in Automated Troubleshooting: Application to LTE Interference Mitigation,” Vehicular Technology, IEEE Transactions on , vol.59, no.7, pp.3651,3656, Sept. 2010
doi: 10.1109/TVT.2010.2050081
Nawaz, S. J., Tiwana, M. I., Patwary, M. N., Khan, N. M., Tiwana, M. I., & Haseeb, A., “GA Based Sensing of Sparse Multipath Channels with Superimposed Training Sequence”. Elektronika ir Elektrotechnika, vol 22, no. 1, pp. 87-91, 2016.
Nawaz, Syed Junaid, et al. “GA Based Sensing of Sparse Multipath Channels with Superimposed Training Sequence.” Elektronika ir Elektrotechnika, vol. 22, no .1, pp. 87-91, 2016.
Nawaz, S.J.; Khan, N.M.; Tiwana, M.I.; Hassan, N.; Shah, S.I., “Airborne internet access through submarine optical fiber cables,” Aerospace and Electronic Systems, IEEE Transactions on , vol.51, no.1, pp.167,177, January 2015 doi: 10.1109/TAES.2014.130416
Tiwana, M.I.; Sayrac, B.; Altman, Z., “Statistical Learning for Automated RRM: Application to eUTRAN Mobility,” Communications, 2009. ICC ’09. IEEE International Conference on , vol., no., pp.1,5, 14-18 June 2009 doi: 10.1109/ICC.2009.5199489
Tiwana, M.I.; Sayrac, B.; Altman, Z.; Chahed, T., “Troubleshooting of 3G LTE mobility parameters using iterative statistical model refinement,” Wireless Days (WD), 2009 2nd IFIP , vol., no., pp.1,5, 15-17 Dec. 2009
doi: 10.1109/WD.2009.5449704
Tiwana, M.I.; Sayrac, B.; Altman, Z.; Chahed, T., “Statistical Learning-based Automated Healing: Application to mobility in 3G LTE networks,” Personal Indoor and Mobile Radio Communications (PIMRC), 2010 IEEE 21st International Symposium on , vol., no., pp.1746,1751, 26-30 Sept. 2010 doi:10.1109/PIMRC.2010.5671912
TIWANA, M. I.; Automated RRM optimization of LTE networks using statistical learning (Doctoral dissertation, Université Pierre et Marie Curie-Paris 6), 2011.
Tiwana, M.I.; Altman, Z.; Sayrac, B., “Enhancing RRM optimization using a priori knowledge for automated troubleshooting,” Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2010 Proceedings of the 8th International Symposium on , vol., no., pp.564,572, May 31 2010-June 4 2010
Tiwana, M. I., Tiwana, M. I. A Novel Framework of Automated RRM for LTE SON Using Data Mining: Application to LTE Mobility. Journal of network and systems management, 22(2), 235-258. 2014
Tiwana, M.I., “Enhancemant of the Statistical Learning Automated Healing (SLAH) technique using packet scheduling,” Emerging Technologies (ICET), 2012 International Conference on , vol., no., pp.1,5, 8-9 Oct. 2012 doi: 10.1109/ICET.2012.6375437
Raza, S.H.; Tiwana, M.I., “Auto-tuning in LTE networks using joint RRM optimization,” Applied Sciences and Technology (IBCAST), 2015 12th International Bhurban Conference on , vol., no., pp.659,667, 13-17 Jan. 2015
doi: 10.1109/IBCAST.2015.7058579
Tiwana, M. I. (2014). Self Organizing Networks: A Reinforcement Learning approach for self-optimization of LTE Mobility parameters. Automatika‒Journal for Control, Measurement, Electronics, Computing and Communications, 55(4), 2014
Tiwana, M. I., Nawaz, S. J., Ikram, A. A., & Tiwana, M. I. (2014). Self-Organizing Networks: A Packet Scheduling Approach for Coverage/Capacity Optimization in 4G Networks Using Reinforcement Learning. Elektronika ir Elektrotechnika, 20(9), 59-64, 2014.