Mr Paulo Valente Klaine

  • Research Associate (Systems Power & Energy)

Publications

List by: Type | Date

Jump to: 2020 | 2019 | 2018 | 2017
Number of items: 18.

2020

Xu, H. , Valente Klaine, P. , Onireti, O. , Cao, B., Imran, M. and Zhang, L. (2020) Blockchain-enabled resource management and sharing for 6G communications. Digital Communications and Networks, (doi: 10.1016/j.dcan.2020.06.002) (Early Online Publication)

Valente Klaine, P. , Souza, R. D., Zhang, L. and Imran, M. A. (2020) An overview of machine learning applied in wireless UAV networks. In: Tafazolli, R., Wang, C.-L. and Chatzimisios, P. (eds.) Wiley 5G Ref: The Essential 5G Reference Online. John Wiley and Sons Ltd. ISBN 9781119471509 (doi:10.1002/9781119471509.w5GRef231)

Flávia dos Reis, A., Brante, G., Parisotto, R., Souza, R. D., Valente Klaine, P. H. , Battistella, J. P. and Imran, M. A. (2020) Energy efficiency analysis of drone small cells positioning based on reinforcement learning. Internet Technology Letters, (doi: 10.1002/itl2.166) (Early Online Publication)

Imran, M. A. , Flávia dos Reis, A., Brante, G., Valente Klaine, P. and Demo Souza, R. (2020) Machine learning in energy efficiency optimization. In: Luo, F.-L. (ed.) Machine Learning for Future Wireless Communications. John Wiley and Sons Ltd. ISBN 9781119562252

2019

Imran, M. A. , Ozturk, M., Abubakar, A. I. , Valente Klaine, P. , Hussain, S. and Abbasi, Q. H. (2019) Mobility prediction based resource management. In: Tafazolli, R., Wang, C.-L. and Chatzimisios, P. (eds.) Wiley 5G REF: the Essential 5G Reference Online. John Wiley & sons Ltd. ISBN 9781119471509 (In Press)

de Paula Parisotto, R., Valente Klaine, P. , Nadas, J. P.B., Demo Souza, R., Brante, G. and Imran, M. A. (2019) Drone Base Station Positioning and Power Allocation Using Reinforcement Learning. In: 16th International Symposium on Wireless Communication Systems (ISWCS 2019), Oulu, Finland, 27-30 Aug 2019, pp. 213-217. ISBN 9781728125275 (doi:10.1109/ISWCS.2019.8877247)

Ozturk, M., Nadas, J. P.B., Klaine, P. H.V. , Hussain, S. and Imran, M. A. (2019) Clustering Based UAV Base Station Positioning for Enhanced Network Capacity. In: International Conference on Advances in the Emerging Computing Technologies (AECT 2019), Medina, Saudi Arabia, 08-10 Dec 2019, (Accepted for Publication)

Sun, Y. , Feng, G., Zhang, L. , Valente Klaine, P. , Imran, M. A. and Liang, Y.-C. (2019) Distributed Learning Based Handoff Mechanism for Radio Access Network Slicing with Data Sharing. In: 53rd IEEE International Conference on Communications (IEEE ICC 2019), Shanghai, China, 20-24 May 2019, ISBN 9781538680889 (doi:10.1109/ICC.2019.8761736)

Sambo, Y.A. , Klaine, P.V. , Nadas, J.P.B. and Imran, M.A. (2019) Energy Minimization UAV Trajectory Design for Delay-Tolerant Emergency Communication. In: 53rd IEEE International Conference on Communications Workshops (ICC Workshops): Intelligent Wireless Emergency Communications Networks: Theory and Applications, Shanghai, China, 20-24 May 2019, ISBN 9781728123745 (doi:10.1109/ICCW.2019.8757127)

Valente Klaine, P. , Jaber, M., Souza, R. D. and Imran, M. A. (2019) Backhaul aware user-specific cell association using Q-Learning. IEEE Transactions on Wireless Communications, 18(7), pp. 3528-3541. (doi: 10.1109/TWC.2019.2915083)

Ghannam, R. , Valente Klaine, P. and Imran, M. (2019) Artificial intelligence for photovoltaic systems. In: Precup, R.-E., Kamal, T. and Hassan, S. Z. (eds.) Solar Photovoltaic Power Plants: Advanced Control and Optimization Techniques. Series: Power systems. Springer: Singapore, pp. 121-142. ISBN 9789811361500 (doi:10.1007/978-981-13-6151-7_6)

Valente Klaine, P. , Onireti, O. , Souza, R. D. and Imran, M. A. (2019) The role and applications of machine learning in future self organizing cellular networks. In: Comsa, I.-S. and Trestian, R. (eds.) Next-Generation Wireless Networks Meet Advanced Machine Learning Applications. IGI Global. ISBN 9781522574583 (In Press)

Asuhaimi, F. A., Bu, S. , Klaine, P. V. and Imran, M. A. (2019) Channel access and power control for energy-efficient delay-aware heterogeneous cellular networks for smart grid communications using deep reinforcement learning. IEEE Access, 7, pp. 133474-133484. (doi: 10.1109/ACCESS.2019.2939827)

2018

Klaine, P. V. , Nadas, J. P.B., Souza, R. D. and Imran, M. A. (2018) Distributed drone base station positioning for emergency cellular networks using reinforcement learning. Cognitive Computation, 10(5), pp. 790-804. (doi: 10.1007/s12559-018-9559-8)

Ozturk, M., Valente Klaine, P. and Imran, M. A. (2018) Introducing a Novel Minimum Accuracy Concept for Predictive Mobility Management Schemes. In: IEEE International Conference on Communications (ICC 2018), Kansas City, MO, USA, 20-24 May 2018, ISBN 9781538643280 (doi:10.1109/ICCW.2018.8403507)

Ozturk, M., Valente Klaine, P. and Imran, M. A. (2018) 3D Transition Matrix Solution for a Path Dependency Problem of Markov Chains-Based Prediction in Cellular Networks. In: IEEE VTC 2017 BackNets Workshop, Toronto, Canada, 24-27 Sept 2017, ISBN 9781509059355 (doi:10.1109/VTCFall.2017.8288350)

Ozturk, M., Valente Klaine, P. and Imran, M. A. (2018) Improvement on the Performance of Predictive Handover Management by Setting a Threshold. In: IEEE VTC 2017 BackNets Workshop, Toronto, Canada, 24-27 Sept 2017, ISBN 9781509059355 (doi:10.1109/VTCFall.2017.8288355)

2017

Valente Klaine, P. , Imran, M. A. , Onireti, O. and Souza, R. D. (2017) A survey of machine learning techniques applied to self organizing cellular networks. IEEE Communications Surveys and Tutorials, 19(4), pp. 2392-2431. (doi: 10.1109/COMST.2017.2727878)

This list was generated on Tue Aug 11 02:45:58 2020 BST.
Number of items: 18.

Articles

Xu, H. , Valente Klaine, P. , Onireti, O. , Cao, B., Imran, M. and Zhang, L. (2020) Blockchain-enabled resource management and sharing for 6G communications. Digital Communications and Networks, (doi: 10.1016/j.dcan.2020.06.002) (Early Online Publication)

Flávia dos Reis, A., Brante, G., Parisotto, R., Souza, R. D., Valente Klaine, P. H. , Battistella, J. P. and Imran, M. A. (2020) Energy efficiency analysis of drone small cells positioning based on reinforcement learning. Internet Technology Letters, (doi: 10.1002/itl2.166) (Early Online Publication)

Valente Klaine, P. , Jaber, M., Souza, R. D. and Imran, M. A. (2019) Backhaul aware user-specific cell association using Q-Learning. IEEE Transactions on Wireless Communications, 18(7), pp. 3528-3541. (doi: 10.1109/TWC.2019.2915083)

Asuhaimi, F. A., Bu, S. , Klaine, P. V. and Imran, M. A. (2019) Channel access and power control for energy-efficient delay-aware heterogeneous cellular networks for smart grid communications using deep reinforcement learning. IEEE Access, 7, pp. 133474-133484. (doi: 10.1109/ACCESS.2019.2939827)

Klaine, P. V. , Nadas, J. P.B., Souza, R. D. and Imran, M. A. (2018) Distributed drone base station positioning for emergency cellular networks using reinforcement learning. Cognitive Computation, 10(5), pp. 790-804. (doi: 10.1007/s12559-018-9559-8)

Valente Klaine, P. , Imran, M. A. , Onireti, O. and Souza, R. D. (2017) A survey of machine learning techniques applied to self organizing cellular networks. IEEE Communications Surveys and Tutorials, 19(4), pp. 2392-2431. (doi: 10.1109/COMST.2017.2727878)

Book Sections

Valente Klaine, P. , Souza, R. D., Zhang, L. and Imran, M. A. (2020) An overview of machine learning applied in wireless UAV networks. In: Tafazolli, R., Wang, C.-L. and Chatzimisios, P. (eds.) Wiley 5G Ref: The Essential 5G Reference Online. John Wiley and Sons Ltd. ISBN 9781119471509 (doi:10.1002/9781119471509.w5GRef231)

Imran, M. A. , Flávia dos Reis, A., Brante, G., Valente Klaine, P. and Demo Souza, R. (2020) Machine learning in energy efficiency optimization. In: Luo, F.-L. (ed.) Machine Learning for Future Wireless Communications. John Wiley and Sons Ltd. ISBN 9781119562252

Imran, M. A. , Ozturk, M., Abubakar, A. I. , Valente Klaine, P. , Hussain, S. and Abbasi, Q. H. (2019) Mobility prediction based resource management. In: Tafazolli, R., Wang, C.-L. and Chatzimisios, P. (eds.) Wiley 5G REF: the Essential 5G Reference Online. John Wiley & sons Ltd. ISBN 9781119471509 (In Press)

Ghannam, R. , Valente Klaine, P. and Imran, M. (2019) Artificial intelligence for photovoltaic systems. In: Precup, R.-E., Kamal, T. and Hassan, S. Z. (eds.) Solar Photovoltaic Power Plants: Advanced Control and Optimization Techniques. Series: Power systems. Springer: Singapore, pp. 121-142. ISBN 9789811361500 (doi:10.1007/978-981-13-6151-7_6)

Valente Klaine, P. , Onireti, O. , Souza, R. D. and Imran, M. A. (2019) The role and applications of machine learning in future self organizing cellular networks. In: Comsa, I.-S. and Trestian, R. (eds.) Next-Generation Wireless Networks Meet Advanced Machine Learning Applications. IGI Global. ISBN 9781522574583 (In Press)

Conference Proceedings

de Paula Parisotto, R., Valente Klaine, P. , Nadas, J. P.B., Demo Souza, R., Brante, G. and Imran, M. A. (2019) Drone Base Station Positioning and Power Allocation Using Reinforcement Learning. In: 16th International Symposium on Wireless Communication Systems (ISWCS 2019), Oulu, Finland, 27-30 Aug 2019, pp. 213-217. ISBN 9781728125275 (doi:10.1109/ISWCS.2019.8877247)

Ozturk, M., Nadas, J. P.B., Klaine, P. H.V. , Hussain, S. and Imran, M. A. (2019) Clustering Based UAV Base Station Positioning for Enhanced Network Capacity. In: International Conference on Advances in the Emerging Computing Technologies (AECT 2019), Medina, Saudi Arabia, 08-10 Dec 2019, (Accepted for Publication)

Sun, Y. , Feng, G., Zhang, L. , Valente Klaine, P. , Imran, M. A. and Liang, Y.-C. (2019) Distributed Learning Based Handoff Mechanism for Radio Access Network Slicing with Data Sharing. In: 53rd IEEE International Conference on Communications (IEEE ICC 2019), Shanghai, China, 20-24 May 2019, ISBN 9781538680889 (doi:10.1109/ICC.2019.8761736)

Sambo, Y.A. , Klaine, P.V. , Nadas, J.P.B. and Imran, M.A. (2019) Energy Minimization UAV Trajectory Design for Delay-Tolerant Emergency Communication. In: 53rd IEEE International Conference on Communications Workshops (ICC Workshops): Intelligent Wireless Emergency Communications Networks: Theory and Applications, Shanghai, China, 20-24 May 2019, ISBN 9781728123745 (doi:10.1109/ICCW.2019.8757127)

Ozturk, M., Valente Klaine, P. and Imran, M. A. (2018) Introducing a Novel Minimum Accuracy Concept for Predictive Mobility Management Schemes. In: IEEE International Conference on Communications (ICC 2018), Kansas City, MO, USA, 20-24 May 2018, ISBN 9781538643280 (doi:10.1109/ICCW.2018.8403507)

Ozturk, M., Valente Klaine, P. and Imran, M. A. (2018) 3D Transition Matrix Solution for a Path Dependency Problem of Markov Chains-Based Prediction in Cellular Networks. In: IEEE VTC 2017 BackNets Workshop, Toronto, Canada, 24-27 Sept 2017, ISBN 9781509059355 (doi:10.1109/VTCFall.2017.8288350)

Ozturk, M., Valente Klaine, P. and Imran, M. A. (2018) Improvement on the Performance of Predictive Handover Management by Setting a Threshold. In: IEEE VTC 2017 BackNets Workshop, Toronto, Canada, 24-27 Sept 2017, ISBN 9781509059355 (doi:10.1109/VTCFall.2017.8288355)

This list was generated on Tue Aug 11 02:45:58 2020 BST.