King's College London

Research portal

Dr Mohammad Nakhai

  1. Distributed Learning-based Cache Replacement in Collaborative Edge Networks

    Sun, Z. & Nakhai, M. R., Aug 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 8, p. 2669-2672 4 p., 9435369.

    Research output: Contribution to journalArticlepeer-review

  2. Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning

    Sun, Z. & Nakhai, M. R., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  3. Computation Offloading in Energy Harvesting Powered MEC Network

    Sun, Z., Zhao, M. & Nakhai, M. R., Jun 2021, ICC 2021 - IEEE International Conference on Communications, Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE International Conference on Communications).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  4. Online learning approach for predictive real-time energy trading in cloud-rans

    Ariffin, W. N. S. F. W., Zhang, X., Nakhai, M. R., Rahim, H. A. & Badlishah Ahmad, R., 1 Apr 2021, In: SENSORS. 21, 7, 2308.

    Research output: Contribution to journalArticlepeer-review

  5. Learning-based content caching in collaborative edge networks

    Sun, Z., Guo, W., Nakhai, M. R. & Dohler, M., 29 Mar 2021, 2021 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2021. Institute of Electrical and Electronics Engineers Inc., 9420003. (2021 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2021).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  6. Optimization of Beamforming Matrix Design for Multi-Cell MIMO with SWIPT Systems

    Ariffin, W. N. S. F. W., Nakhai, M. R., Zakaria, H. L., Mohd Hashim, N. B. & Md Zain, A. S., 11 Dec 2020, Proceeding - 2020 IEEE 8th Conference on Systems, Process and Control, ICSPC 2020. Institute of Electrical and Electronics Engineers Inc., p. 31-36 6 p. 9305793. (Proceeding - 2020 IEEE 8th Conference on Systems, Process and Control, ICSPC 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  7. SWIPT in Rician MIMO Interference Channels with Spatial Antenna Correlation

    Ariffin, W. N. S. F. W., Nakhai, M. R., Zakaria, H. L., Hashim, N. B. M., Md Zain, A. S. & Rahim, H. A., 11 Dec 2020, Proceeding - 2020 IEEE 8th Conference on Systems, Process and Control, ICSPC 2020. Institute of Electrical and Electronics Engineers Inc., p. 46-51 6 p. 9305769. (Proceeding - 2020 IEEE 8th Conference on Systems, Process and Control, ICSPC 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  8. Pareto-Optimal Pilot Design for Cellular Massive MIMO Systems

    Le, T. A., Chien, T. V., Nakhai, M. & Le-Ngoc, T., 19 Aug 2020, (Accepted/In press) In: IEEE Transactions on Vehicular Technology. 10 p., VT-2020-00392.

    Research output: Contribution to journalArticlepeer-review

  9. A Reinforcement Learning-Based User-Assisted Caching Strategy for Dynamic Content Library in Small Cell Networks

    Zhang, X., Zheng, G., Lambotharan, S., Nakhai, M. & Wong, K-K., Jun 2020, In: IEEE Transactions on Communications. 68, 6, p. 3627-3639 13 p., 9020168.

    Research output: Contribution to journalArticlepeer-review

  10. Edge Intelligence: Distributed Task Offloading and Service Management under Uncertainty

    Sun, Z. & Nakhai, M., Jun 2020, 2020 IEEE International Conference on Communications, ICC 2020 - Proceedings. Institute of Electrical and Electronics Engineers ( IEEE ), 6 p. 9149327. (IEEE International Conference on Communications; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  11. Distributed Mirror-Prox Optimization for Multi-Access Edge Computing

    Sun, Z. & Nakhai, M. R., May 2020, In: IEEE Transactions on Communications. 68, 5, p. 3096-3106 11 p., 8995653.

    Research output: Contribution to journalArticlepeer-review

  12. An Online Learning Algorithm for Distributed Task Offloading in Multi-Access Edge Computing

    Sun, Z. & Nakhai, M. R., Apr 2020, In: IEEE Transactions on Signal Processing. 68, p. 3090-3102 13 p., 9082169.

    Research output: Contribution to journalArticlepeer-review

  13. An Online Mirror-Prox Optimization Approach to Proactive Resource Allocation in MEC

    Sun, Z. & Nakhai, M., 27 Feb 2020, (Accepted/In press) IEEE International Conference on Communications (IEEE ICC). Institute of Electrical and Electronics Engineers ( IEEE ), 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  14. A learning approach to edge caching with dynamic content library in wireless networks

    Zhang, X., Zheng, G., Lambotharan, S., Nakhai, M. R. & Wong, K. K., Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9013584. (2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  15. Calibrated Learning for Online Distributed Power Allocation in Small-Cell Networks

    Zhang, X., Nakhai, M. R., Zheng, G., Lambotharan, S. & Ottersten, B. ., Nov 2019, In: IEEE Transactions on Communications. 67, 11, p. 8124-8136 13 p.

    Research output: Contribution to journalArticlepeer-review

  16. A Learning Approach to Edge Caching with Dynamic Content Library in Cellular Networks

    Zhang, X., Zheng, G., Lambotharan, S., Nakhai, M. R. & Wong, K-K., 18 Jul 2019, (Accepted/In press) IEEE Global Communications Conference (GLOBECOM 19). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  17. Distributed Foresighted Energy Management in Smart-Grid-Powered Cellular Networks

    Zhang, X., Nakhai, M. R., Zheng, G., Lambotharan, S. & Chambers, J. A., 1 Apr 2019, In: IEEE Transactions on Vehicular Technology. 68, 4, p. 4064-4068 5 p., 8643542.

    Research output: Contribution to journalArticlepeer-review

  18. A Calibrated Learning Approach to Distributed Power Allocation in Small Cell Networks

    Zhang, X., Nakhai, M. R., Zheng, G., Lambotharan, S. & Ottersten, B., 1 Feb 2019, (Accepted/In press) In: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019).

    Research output: Contribution to journalArticlepeer-review

  19. Enhanced sparse Bayesian learning-based channel estimation with optimal pilot design for massive MIMO-OFDM systems

    Al-Salih, H., Nakhai, M. R. & Le, T. A., 30 Oct 2018, In: IET Communications. 12, 17, p. 2174-2180 7 p.

    Research output: Contribution to journalArticlepeer-review

  20. A Power Efficient Pilot Design for Multi-cell Massive MIMO Systems

    Le, T. A., Chien, T. V. & Nakhai, M. R., 10 Sep 2018, (Accepted/In press) IEEE Global Conference on Signal and Information Processing (GlobalSIP 2018). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  21. A Successive Optimization Approach to Pilot Design for Multi-Cell Massive MIMO Systems

    Al-Salihi, H., Chien, T. V., Le, T. A. & Nakhai, M. R., May 2018, In: IEEE COMMUNICATIONS LETTERS. 22, 5, p. 1086-1089 4 p.

    Research output: Contribution to journalArticlepeer-review

  22. DFT-based Channel Estimation Techniques for Massive MIMO Systems

    Al-Salihi, H. Q. K., Nakhai, M. R. & Le, T. A., 2018, 25th International Conference on Telecommunications (ICT2018)..

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  23. A Bandit Approach to Price-Aware Energy Management in Cellular Networks

    Zhang, X., Nakhai, M. R. & Wan Ariffin, W. N. S. F., 1 Jul 2017, In: IEEE COMMUNICATIONS LETTERS. 21, 7, p. 1609-1612 4 p., 7887725.

    Research output: Contribution to journalArticlepeer-review

  24. Adaptive energy storage management in green wireless networks

    Zhang, X., Nakhai, M. R. & Wan Ariffin, W. N. S. F., 1 Jul 2017, In: IEEE SIGNAL PROCESSING LETTERS. 24, 7, p. 1044-1048 5 p., 7932545.

    Research output: Contribution to journalArticlepeer-review

  25. Sparse Beamforming for Real-time Resource Management and Energy Trading in Green C-RAN

    Wan Ariffin, W. N. S. F., Zhang, X. & Nakhai, M. R., Jul 2017, In: IEEE Transactions on Smart Grid. 8, 4, p. 2022 - 2031 10 p., 7565627.

    Research output: Contribution to journalArticlepeer-review

  26. Enhanced sparse Bayesian learning-based channel estimation for massive MIMO-OFDM systems

    Al-Salihi, H. Q. K., Nakhai, M. R. & Le, T. A., 15 Jun 2017, 2017 European Conference on Networks and Communications (EuCNC): EuCNC 2017 Travel Grant Support. Oulu, Finland : Institute of Electrical and Electronics Engineers Inc., 7980703

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  27. A distributed algorithm for robust transmission in multicell networks with probabilistic constraints

    Zhang, X. & Nakhai, M. R., 2 Feb 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841493

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  28. A multi-armed bandit approach to distributed robust beamforming in multicell networks

    Zhang, X., Nakhai, M. R. & Wan Ariffin, W. N. S. F., 2 Feb 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. IEEE, 7841517

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  29. Chance Constrained Robust Downlink Beamforming in Multicell Networks

    Nasseri, S., Nakhai, M. R. & Le, T. A., Nov 2016, In: IEEE Transactions on Mobile Computing. 15, 11, p. 2682-2691 10 p.

    Research output: Contribution to journalArticlepeer-review

  30. Combinatorial Multi-armed Bandit Algorithms for Real-time Energy Trading in Green C-RAN

    Wan Ariffin, W. N. S. F., Zhang, X. & Nakhai, M. R., 14 Jul 2016, IEEE International Conference on Communications (IEEE ICC 2016). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  31. Robust Chance-Constrained Distributed Beamforming for Multicell Interference Networks

    Zhang, X. & Nakhai, M. R., 14 Jul 2016, IEEE International Conference on Communications (IEEE ICC 2016). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  32. Sparse Beamforming for Real-time Energy Trading in CoMP-SWIPT Networks

    Wan Ariffin, W. N. S. F., Zhang, X. & Nakhai, M. R., 14 Jul 2016, IEEE International Conference on Communications (IEEE ICC 2016). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  33. An Enhanced Whitening Rotation Semi-Blind Channel Estimation for Massive MIMO-OFDM

    Al-Salihi, H. Q. K. & Nakhai, M. R., 27 Jun 2016, International Conference on Telecommunications (ICT 2016). Institute of Electrical and Electronics Engineers Inc., 6 p. 7500455

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  34. Bayesian Compressed Sensing-based Channel Estimation for Massive MIMO Systems

    Al-Salihi, H. Q. K. & Nakhai, M. R., 2016, (Accepted/In press) European Conference on Networks and Communications (EUCNC 2016) - EuCNC/EURASIP Student Best Paper Award. 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  35. Real-time energy trading with grid in green cloud-RAN

    Wan Ariffin, W. N. S. F., Zhang, X. & Nakhai, M. R., 1 Dec 2015, IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). IEEE, Vol. 2015-December. p. 748-752 5 p. 7343397

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  36. Real-time power balancing in green CoMP network with wireless information and energy transfer

    Wan Ariffin, W. N. S. F., Zhang, X. & Nakhai, M. R., 1 Dec 2015, IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). IEEE, Vol. 2015-December. p. 1574 - 1578 5 p. 7343549

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  37. Intercell interference management for downlink beamforming with imperfect CSI

    Tshangini, M. & Nakhai, M. R., 20 May 2015, Proceedings of 21st European Wireless Conference, European Wireless 2015. Institute of Electrical and Electronics Engineers Inc., 7147669

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  38. A Robust Transmission Strategy for Multi-cell Interference Networks

    Le, T. A., Nakhai, M. R. & Navaie, K., 2015, IEEE Global Communications Conference (GLOBECOM). Institute of Electrical and Electronics Engineers ( IEEE ), 7417142

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  39. Symbol Timing Offset Mitigation in OFDMA-Based CoMP Utilizing Position Aware Transmission

    Le, T. A., Gherkar, T., Nakhai, M. R. & Navaie, K., 2015, IEEE Vehicular Technology Conference (VTC Spring). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  40. Power Efficient Uplink Resource Allocation in LTE Networks under Delay QoS Constraints

    Aijaz, A., Nakhai, M. & Aghvami, A-H., 10 Dec 2014, 2014 IEEE Global Communications Conference (GLOBECOM). IEEE, p. 1239-1244 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  41. Min-Max Robust Transmit Beamforming for Power Efficient Quality of Service Guarantee

    Nasseri, S. & Nakhai, M., Dec 2014, IEEE Global Communications Conference (GLOBECOM). I E E E, p. 3360-3365 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  42. On Error Performance of Network Coding in Diffusion-based Molecular Nanonetworks

    Aijaz, A., Aghvami, A-H. & Nakhai, M., 4 Sep 2014, In: IEEE TRANSACTIONS ON NANOTECHNOLOGY. 13, 5, p. 871-874 4 p.

    Research output: Contribution to journalArticlepeer-review

  43. Robust Distributed Beamforming with Interference Coordination in Downlink Cellular Networks

    Shaverdian, A. & Nakhai, M. R., Jul 2014, In: IEEE Transactions on Communications. 62, 7, p. 2411-2421 11 p., 6824195.

    Research output: Contribution to journalArticlepeer-review

  44. Second-Order Cone Programming For Robust Downlink Beamforming With Imperfect CSI

    Tshangini, M. & Nakhai, M., 13 Dec 2013, GLOBECOM - IEEE Global Telecommunications Conference. IEEE Global communications Conference (GLOBECOM), ATLANTA, GA USA , p. 3474-3479 6 p. 6831607

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  45. Robust and power efficient interference management in downlink multi-cell networks

    Nasseri, S., Le, T. A. & Nakhai, M. R., 1 Dec 2013, IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC) : Fundamentals and PHY Track. IEEE, p. 1097-1101 5 p. 6666302

    Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

  46. Robust Cognitive Beamforming for Cell-edge Coverage in Multicell Networks with Probabilistic Constraints

    Zarrebini-Esfahani, A., Le, T. & Nakhai, M., Dec 2013, IEEE Global Communications Conference (GLOBECOM). Atlanta, GA USA, p. 1275 - 1280 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  47. Robust Interference Management via Outage-Constrained Downlink Beamforming in Multicell Networks

    Nasseri, S. & Nakhai, M., Dec 2013, IEEE Global Communications Conference (GLOBECOM). Atlanta, GA USA, p. 3492 - 3497 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  48. Downlink Optimization with Interference Pricing and Statistical CSI

    Le, T. & Nakhai, M., Jun 2013, In: IEEE TRANSACTIONS ON COMMUNICATIONS. 61, 6, p. 2339-2349 11 p.

    Research output: Contribution to journalArticlepeer-review

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