Peer-reviewed journal papers, conference contributions, and patents in millimetre-wave communications, hybrid beamforming, deep learning for physical-layer design, and 5G NR.
2022
K. Satyanarayana, O. Sahin and M. N. Kurt, “Data-Driven Precoder Codebook Design for SU-MIMO Systems,” 2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring), pp. 1–5, 2022.
2021
K. Satyanarayana, O. Sahin and M. N. Kurt, “Deep Q-Network-Aided Adaptive mmWave Multi-User NOMA Selection and Detection,” ICC 2021 – IEEE International Conference on Communications, pp. 1–6, 2021.
P.-H. Kuo, A. Mourad, K. Satyanarayana and M. El-Hajjar, “Adaptive Digital Precoder Codebook Configurations for mmWave Communication Based on Hybrid Beamforming,” U.S. Patent 11,152,980, Oct. 19, 2021.
2020
S. Katla, L. Xiang, Y. Zhang, M. El-Hajjar, A. A. M. Mourad and L. Hanzo, “Deep Learning Assisted Detection for Index Modulation Aided mmWave Systems,” IEEE Access, vol. 8, pp. 202738–202754, 2020.
K. Satyanarayana, M. El-Hajjar, A. A. M. Mourad, P. Pietraski and L. Hanzo, “Soft-Decoding for Multi-Set Space-Time Shift-Keying mmWave Systems: A Deep Learning Approach,” IEEE Access, vol. 8, pp. 49584–49595, 2020.
2019
K. Satyanarayana, M. El-Hajjar, A. A. M. Mourad and L. Hanzo, “Deep Learning Aided Fingerprint-Based Beam Alignment for mmWave Vehicular Communication,” IEEE Transactions on Vehicular Technology, vol. 68, no. 11, pp. 10858–10871, Nov. 2019.
K. Satyanarayana, M. El-Hajjar, A. A. M. Mourad and L. Hanzo, “Multi-User Hybrid Beamforming Relying on Learning-Aided Link-Adaptation for mmWave Systems,” IEEE Access, vol. 7, pp. 23197–23209, 2019.
Y. Li, S. Ghafoor, K. Satyanarayana, M. El-Hajjar and L. Hanzo, “Analogue Wireless Beamforming Exploiting the Fiber-Nonlinearity of Radio Over Fiber-Based C-RANs,” IEEE Transactions on Vehicular Technology, vol. 68, no. 3, pp. 2802–2813, Mar. 2019.
K. Satyanarayana, M. El-Hajjar, A. A. M. Mourad and L. Hanzo, “Multi-User Full Duplex Transceiver Design for mmWave Systems Using Learning-Aided Channel Prediction,” IEEE Access, vol. 7, pp. 66068–66083, 2019.
Y. Li, K. Satyanarayana, M. El-Hajjar and L. Hanzo, “Analogue Radio Over Fiber Aided MIMO Design for the Learning Assisted Adaptive C-RAN Downlink,” IEEE Access, vol. 7, pp. 21359–21371, 2019.
2018
K. Satyanarayana, M. El-Hajjar, P.-H. Kuo, A. Mourad and L. Hanzo, “Hybrid Beamforming Design for Full-Duplex Millimeter Wave Communication,” IEEE Transactions on Vehicular Technology, vol. 68, no. 2, pp. 1394–1404, Feb. 2019 (online 2018).
K. Satyanarayana, T. Ivanescu, M. El-Hajjar, P.-H. Kuo, A. Mourad and L. Hanzo, “Hybrid Beamforming Design for Dual-Polarised Millimetre Wave MIMO Systems,” Electronics Letters, vol. 54, no. 22, pp. 1257–1258, 2018.
D. Prisiceanu, K. Satyanarayana, M. El-Hajjar, P.-H. Kuo, A. Mourad and L. Hanzo, “Effects of Mutual Coupling on Lattice Reduction-Aided Millimeter Wave Hybrid Beamforming,” 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2018.
2017
I. A. Hemadeh, K. Satyanarayana, M. El-Hajjar and L. Hanzo, “Millimeter-Wave Communications: Physical Channel Models, Design Considerations, Antenna Constructions, and Link-Budget,” IEEE Communications Surveys & Tutorials, vol. 20, no. 2, pp. 870–913, 2018 (online 2017).
K. Satyanarayana, M. El-Hajjar, P.-H. Kuo, A. Mourad and L. Hanzo, “Dual-Function Hybrid Beamforming and Transmit Diversity Aided Millimeter Wave Architecture,” IEEE Transactions on Vehicular Technology, vol. 67, no. 3, pp. 2798–2803, Mar. 2018 (online 2017).
K. Satyanarayana, M. El-Hajjar, P.-H. Kuo, A. Mourad and L. Hanzo, “Millimeter Wave Hybrid Beamforming with DFT-MUB Aided Precoder Codebook Design,” 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), pp. 1–5, 2017.
K. Satyanarayana, M. El-Hajjar, P.-H. Kuo, A. A. M. Mourad and L. Hanzo, “Adaptive Transceiver Design for C-RAN in mmWave Communications,” IEEE Access, vol. 6, pp. 16770–16782, 2017.
2013 – 2014
K. Satyanarayana and B. Abhinov, “Recent Trends in Future Proof Fiber Access Passive Networks: GPON and WDM PON,” 2014 International Conference on Recent Trends in Information Technology, pp. 1–5, 2014.
Selected Patents
S. Katla, M. El-Hajjar and A. Mourad, “Deep Learning Aided Fingerprint Based Beam Alignment,” U.S. Patent 12,166,557, Dec. 10, 2024 (InterDigital Patent Holdings).
S. Katla and O. Sahin, “Methods, Architectures, Apparatuses and Systems for Adaptive Learning Aided Precoder for Channel Aging in MIMO Systems,” U.S. Patent 12,647,165, June 2, 2026 (InterDigital Patent Holdings).
P.-H. Kuo et al. (incl. K. Satyanarayana), “Adaptive Digital Precoder Codebook Configurations for mmWave Communication Based on Hybrid Beamforming,” U.S. Patent 11,152,980, Oct. 19, 2021 (IDAC Holdings / InterDigital).
Additional patent applications (InterDigital / IDAC) covering CSI compression, predictive beam refinement, non-orthogonal uplink multiplexing, data-driven wireless sensing, and 3GPP Rel-18 / IEEE 802.11bf related inventions. Full list available on Google Patents.