King's College London

Research portal

Professor Arumugam Nallanathan

  1. AoA-Based Pilot Assignment in Massive MIMO Systems Using Deep Reinforcement Learning

    Omid, Y., Hosseini, S. M. R., Shahabi, S. M. M., Shikh-Bahaei, M. & Nallanathan, A., Sep 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 9, p. 2948-2952 5 p., 9454483.

    Research output: Contribution to journalArticlepeer-review

  2. Machine Learning for Massive Industrial Internet of Things

    Zhou, H., She, C., Deng, Y., Dohler, M. & Nallanathan, A., Aug 2021, In: IEEE WIRELESS COMMUNICATIONS. 28, 4, p. 81-87 7 p., 9535457.

    Research output: Contribution to journalArticlepeer-review

  3. Resource Allocation for Intelligent Reflecting Surface Aided Wireless Powered Mobile Edge Computing in OFDM Systems

    Bai, T., Pan, C., Ren, H., Deng, Y., Elkashlan, M. & Nallanathan, A., Aug 2021, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 20, 8, p. 5389-5407 19 p., 9388935.

    Research output: Contribution to journalArticlepeer-review

  4. Learning Based Signal Detection for MIMO Systems with Unknown Noise Statistics

    He, K., He, L., Fan, L., Deng, Y., Karagiannidis, G. K. & Nallanathan, A., May 2021, In: IEEE TRANSACTIONS ON COMMUNICATIONS. 69, 5, p. 3025-3038 14 p., 9353547.

    Research output: Contribution to journalArticlepeer-review

  5. Low-Complexity Robust Beamforming Design for IRS-Aided MISO Systems with Imperfect Channels

    Omid, Y., Shahabi, S. M., Pan, C., Deng, Y. & Nallanathan, A., May 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 5, p. 1697-1701 5 p., 9316283.

    Research output: Contribution to journalArticlepeer-review

  6. Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression, and Challenges

    Du, Z., Deng, Y., Guo, W., Nallanathan, A. & Wu, Q., Mar 2021, In: IEEE Vehicular Technology Magazine. 16, 1, p. 29-39 11 p., 9205233.

    Research output: Contribution to journalArticlepeer-review

  7. Traffic Prediction and Random Access Control Optimization: Learning and Non-Learning-Based Approaches

    Jiang, N., Deng, Y. & Nallanathan, A., Mar 2021, In: IEEE COMMUNICATIONS MAGAZINE. 59, 3, p. 16-22 7 p., 9422330.

    Research output: Contribution to journalArticlepeer-review

  8. Dynamic Aerial Base Station Placement for Minimum-Delay Communications

    Bai, T., Pan, C., Wang, J., Deng, Y., Elkashlan, M., Nallanathan, A. & Hanzo, L., 1 Feb 2021, In: IEEE Internet of Things Journal. 8, 3, p. 1623-1635 13 p., 9154460.

    Research output: Contribution to journalArticlepeer-review

  9. Analysis of Random Access in NB-IoT Networks with Three Coverage Enhancement Groups: A Stochastic Geometry Approach

    Liu, Y., Deng, Y., Jiang, N., Elkashlan, M. & Nallanathan, A., Jan 2021, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 20, 1, p. 549-564 16 p., 9210822.

    Research output: Contribution to journalArticlepeer-review

  10. Opportunistic Access Point Selection for Mobile Edge Computing Networks

    Xia, J., Fan, L., Yang, N., Deng, Y., Duong, T. Q., Karagiannidis, G. K. & Nallanathan, A., Jan 2021, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 20, 1, p. 695-709 15 p., 9217972.

    Research output: Contribution to journalArticlepeer-review

  11. Intelligent Reflecting Surface-assisted mmWave Communication with Lens Antenna Array

    Wang, Y., Lu, H., Zhao, D., Deng, Y. & Nallanathan, A., 2021, (Accepted/In press) In: IEEE Transactions on Cognitive Communications and Networking.

    Research output: Contribution to journalArticlepeer-review

  12. Secure Mobile Edge Computing Networks in the Presence of Multiple Eavesdroppers

    Lai, X., Fan, L., Lei, X., Deng, Y., Karagiannidis, G. K. & Nallanathan, A., 2021, (Accepted/In press) In: IEEE TRANSACTIONS ON COMMUNICATIONS.

    Research output: Contribution to journalArticlepeer-review

  13. Latency Minimization for Intelligent Reflecting Surface Aided Mobile Edge Computing

    Bai, T., Pan, C., Deng, Y., Elkashlan, M., Nallanathan, A. & Hanzo, L., Nov 2020, In: IEEE Journal on Selected Areas in Communications. 38, 11, p. 2666-2682 17 p., 9133107.

    Research output: Contribution to journalArticlepeer-review

  14. Chemical Reactions-Based Microfluidic Transmitter and Receiver Design for Molecular Communication

    Bi, D., Deng, Y., Pierobon, M. & Nallanathan, A., 30 Sep 2020, In: IEEE Transactions on Communications. 68, 9, p. 5590-5605 16 p., 9090868.

    Research output: Contribution to journalArticlepeer-review

  15. Resource Allocation for Secure URLLC in Mission-Critical IoT Scenarios

    Ren, H., Pan, C., Deng, Y., Elkashlan, M. & Nallanathan, A., Sep 2020, In: IEEE Transactions on Communications. 68, 9, p. 5793-5807 15 p., 9107127.

    Research output: Contribution to journalArticlepeer-review

  16. Clustered UAV Networks with Millimeter Wave Communications: A Stochastic Geometry View

    Yi, W., Liu, Y., Deng, Y. & Nallanathan, A., Jul 2020, In: IEEE Transactions on Communications. 68, 7, p. 4342-4357 16 p., 9035640.

    Research output: Contribution to journalArticlepeer-review

  17. Deep Reinforcement Learning for Discrete and Continuous Massive Access Control optimization

    Jiang, N., Deng, Y. & Nallanathan, A., Jun 2020, 2020 IEEE International Conference on Communications, ICC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9149055. (IEEE International Conference on Communications; vol. 2020-June).

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

  18. Energy-Saving UAV-Assisted Multiuser Communications with Massive MIMO Hybrid Beamforming

    Du, J., Xu, W., Deng, Y., Nallanathan, A. & Vandendorpe, L., May 2020, In: IEEE COMMUNICATIONS LETTERS. 24, 5, p. 1100-1104 5 p., 8984302.

    Research output: Contribution to journalArticlepeer-review

  19. Joint Pilot and Payload Power Allocation for Massive-MIMO-Enabled URLLC IIoT Networks

    Ren, H., Pan, C., Deng, Y., Elkashlan, M. & Nallanathan, A., May 2020, In: IEEE Journal on Selected Areas in Communications. 38, 5, p. 816-830 15 p., 9044874.

    Research output: Contribution to journalArticlepeer-review

  20. QoS Constrained Pilot Allocation Scheme for Massive MIMO Systems

    Qi, C., Sun, X., Deng, Y. & Nallanathan, A., May 2020, In: IEEE Transactions on Vehicular Technology. 69, 5, p. 5661-5665 5 p., 9034109.

    Research output: Contribution to journalArticlepeer-review

  21. Energy Efficient Multicast Precoding for Multiuser Multibeam Satellite Communications

    Qi, C., Chen, H., Deng, Y. & Nallanathan, A., Apr 2020, In: IEEE Wireless Communications Letters. 9, 4, p. 567-570 4 p., 8944289.

    Research output: Contribution to journalArticlepeer-review

  22. Joint power and blocklength optimization for URLLC in a factory automation scenario

    Ren, H., Pan, C., Deng, Y., Elkashlan, M. & Nallanathan, A., Mar 2020, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 19, 3, p. 1786-1801 16 p., 8933345.

    Research output: Contribution to journalArticlepeer-review

  23. A Decoupled Learning Strategy for Massive Access Optimization in Cellular IoT Networks

    Jiang, N., Deng, Y., Nallanathan, A. & Yuan, J., 1 Jan 2020, (Accepted/In press) In: IEEE Journal on Selected Areas in Communications.

    Research output: Contribution to journalArticlepeer-review

  24. Analyzing Grant-Free Access for URLLC Service

    Liu, Y., Deng, Y., Elkashlan, M., Nallanathan, A. & Karagiannidis, G. K., 1 Jan 2020, (Accepted/In press) In: IEEE Journal on Selected Areas in Communications.

    Research output: Contribution to journalArticlepeer-review

  25. Adaptive UAV-Trajectory Optimization under Quality of Service Constraints: A Model-Free Solution

    Cui, J., DIng, Z., Deng, Y., Nallanathan, A. & Hanzo, L., 2020, In: IEEE Access. 8, p. 112253-112265 13 p., 9114970.

    Research output: Contribution to journalArticlepeer-review

  26. Fairness-Aware Throughput Maximization for Underlaying Cognitive NOMA Networks

    Xu, L., Xing, H., Deng, Y., Nallanathan, A. & Zhuansun, C., 2020, (Accepted/In press) In: IEEE Systems Journal.

    Research output: Contribution to journalArticlepeer-review

  27. RACH in Self-Powered NB-IoT Networks: Energy Availability and Performance Evaluation

    Liu, Y., Deng, Y., Elkashlan, M., Nallanathan, A., Yuan, J. & Mallik, R. K., 2020, (Accepted/In press) In: IEEE TRANSACTIONS ON COMMUNICATIONS.

    Research output: Contribution to journalArticlepeer-review

  28. CSI-independent Non-linear Signal Detection in Molecular Communications

    Li, B., Guo, W., Wang, X., Deng, Y., Lan, Y., Zhao, C. & Nallanathan, A., 4 Dec 2019, In: IEEE Transactions on Signal Processing. 68, p. 97-112 16 p., 8922790.

    Research output: Contribution to journalArticlepeer-review

  29. Achievable Data Rate for URLLC-Enabled UAV Systems With 3-D Channel Model

    Ren, H., Pan, C., Wang, K., Deng, Y., Elkashlan, M. & Nallanathan, A., Dec 2019, In: IEEE Wireless Communications Letters. 8, 6, p. 1587-1590 4 p., 8765827.

    Research output: Contribution to journalArticlepeer-review

  30. Model-free based automated trajectory optimization for uavs toward data transmission

    Cui, J., DIng, Z., Deng, Y. & Nallanathan, A., Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9013644. (2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)).

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

  31. Modeling and Analysis of MmWave V2X Networks with Vehicular Platoon Systems

    Yi, W., Liu, Y., Deng, Y., Nallanathan, A. & Heath, R. W., Dec 2019, In: IEEE Journal on Selected Areas in Communications. 37, 12, p. 2851-2866 16 p., 8876629.

    Research output: Contribution to journalArticlepeer-review

  32. Random access performance for three coverage enhancement groups in NB-IoT networks

    Liu, Y., Deng, Y., Elkashlan, M. & Nallanathan, A., Dec 2019, In: 2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM). 9013330.

    Research output: Contribution to journalConference paperpeer-review

  33. Channel Estimation and Self-Positioning for UAV Swarm

    Fan, D., Gao, F., Ai, B., Wang, G., Zhong, Z., Deng, Y. & Nallanathan, A., Nov 2019, In: IEEE Transactions on Communications. 67, 11, p. 7994-8007 14 p., 8788630.

    Research output: Contribution to journalArticlepeer-review

  34. Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks

    Jiang, N., Deng, Y., Simeone, O. & Nallanathan, A., Oct 2019, In: IEEE COMMUNICATIONS LETTERS. 23, 10, p. 1778-1782 5 p., 8779707.

    Research output: Contribution to journalArticlepeer-review

  35. Energy-Efficient Proactive Caching for Fog Computing with Correlated Task Arrivals

    Xing, H., Cui, J., Deng, Y. & Nallanathan, A., 1 Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-July. 8815493. (2019 IEEE 20TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC 2019)).

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

  36. Unsupervised Learning Approaches for User Clustering in NOMA enabled Aerial SWIPT Networks

    Cui, J., Khan, M. B., Deng, Y., Ding, Z. & Nallanathan, A., 1 Jul 2019, 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-July. 8815399. (2019 IEEE 20TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (SPAWC 2019)).

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

  37. Reinforcement Learning for Real-Time Optimization in NB-IoT Networks

    Jiang, N., Deng, Y., Nallanathan, A. & Chambers, J. A., Jun 2019, In: IEEE Journal on Selected Areas in Communications. 37, 6, p. 1424-1440 17 p., 8664581.

    Research output: Contribution to journalArticlepeer-review

  38. Markov Model Based Energy Harvesting for RACH Analysis in NB-IoT Network

    Liu, Y., Deng, Y., Elkashlan, M., Nallanathan, A. & Yuan, J., 1 May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-May. 8761839. (IEEE International Conference on Communications (ICC)).

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

  39. Joint Power, Altitude, Location and Bandwidth Optimization for UAV with Underlaid D2D Communications

    Huang, W., Yang, Z., Pan, C., Pei, L., Chen, M., Shikh-Bahaei, M., Elkashlan, M. & Nallanathan, A., 1 Apr 2019, In: IEEE Wireless Communications Letters. 8, 2, p. 524-527 4 p., 8514812.

    Research output: Contribution to journalArticlepeer-review

  40. Joint trajectory and communication design for secure UAV networks

    Li, Z., Chen, M., Pan, C., Huang, N., Yang, Z. & Nallanathan, A., 1 Apr 2019, In: IEEE COMMUNICATIONS LETTERS. 23, 4, p. 636-639 4 p., 8637952.

    Research output: Contribution to journalArticlepeer-review

  41. Joint Blocklength and Location Optimization for URLLC-enabled UAV Relay Systems

    Pan, C., Ren, H., Deng, Y., Elkashlan, M. & Nallanathan, A., Mar 2019, In: IEEE COMMUNICATIONS LETTERS. 23, 3, p. 498-501 4 p., 8629002.

    Research output: Contribution to journalArticlepeer-review

  42. Transceiver Observations in Asymmetric and Symmetric Diffusive Molecular Communication Systems

    Zha, L., Deng, Y., Noel, A., Elkashlan, M. & Nallanathan, A., 21 Feb 2019, 2018 IEEE Global Communications Conference (GLOBECOM).

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

  43. Impact of Interbranch Correlation on Multichannel Spectrum Sensing With SC and SSC Diversity Combining Schemes

    Al-Juboori, S., Fernando, X., Deng, Y. & Arumugam, NALLANATHAN., Jan 2019, In: IEEE Transactions on Vehicular Technology. 68, 1, p. 456-470

    Research output: Contribution to journalArticlepeer-review

  44. Cooperative Deep Reinforcement Learning for Multiple-group NB-IoT Networks Optimization

    Jiang, N., Deng, Y., Simeone, O. & Nallanathan, A., 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8424-8428 5 p. 8682697. (2010 Ieee International Conference On Acoustics, Speech, And Signal Processing).

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

  45. Resource Allocation for URLLC in 5G Mission-Critical IoT Networks

    Ren, H., Pan, C., Deng, Y., Elkashlan, M. & Nallanathan, A., 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2019-May. 8761334. (IEEE International Conference on Communications (ICC)).

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

  46. Angle Domain Channel Estimation in Hybrid Millimeter Wave Massive MIMO Systems

    Fan, D., Gao, F., Liu, Y., Deng, Y., Wang, G., Zhong, Z. & Nallanathan, A., Dec 2018, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 17, 12, p. 8165-8179

    Research output: Contribution to journalArticlepeer-review

  47. Connection Outage Probability of Power Beacon Assisted Multi-Source Transmission

    Tang, X., Deng, Y., Cai, Y., Yang, W. & Nallanathan, A., 30 Nov 2018, 2018 10th International Conference on Wireless Communications and Signal Processing, WCSP 2018. Institute of Electrical and Electronics Engineers Inc., 8555908. (2018 10th International Conference on Wireless Communications and Signal Processing, WCSP 2018).

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

  48. Random Access Analysis for Massive IoT Networks under A New Spatio-Temporal Model: A Stochastic Geometry Approach

    Jiang, N., Deng, Y., Kang, X. & Nallanathan, A., Nov 2018, In: IEEE TRANSACTIONS ON COMMUNICATIONS. 66, 11, p. 5788-5803 16 p.

    Research output: Contribution to journalArticlepeer-review

  49. Abnormality Detection Inside Blood Vessels with Mobile Nanomachines

    Varshney, N., Patel, A., Deng, Y., Haselmayr, W., Varshney, P. K. & Nallanathan, A., Sep 2018, In: IEEE Transactions on Molecular, Biological, and Multi-Scale Communications. 4, 3, p. 189-194 6 p., 8700284.

    Research output: Contribution to journalArticlepeer-review

  50. RACH Preamble Repetition in NB-IoT Network

    Jiang, N., Deng, Y., Condoluci, M., Guo, W., Nallanathan, A. & Dohler, M., Jun 2018, In: IEEE COMMUNICATIONS LETTERS. 22, 6, p. 1244-1247 4 p.

    Research output: Contribution to journalArticlepeer-review

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