C. E. Garcia, M. R. Camana, J. Querol, and S. Chatzinotas, “Rate-Splitting Multiple Access for Secure Communications Over CR MISO SWIPT Systems With Non-Linear EH Users,” IEEE Transactions on Green Communications and Networking, pp. 1–1, May. 2024. [Link]
C. E. García, M. R. Camana, and I. Koo, “ACO-Based Scheme in Edge Learning NOMA Networks for Task-Oriented Communications,” IEEE Access, vol. 12, pp. 37692–37701, Mar. 2024. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Beamforming Optimization with the Assistance of Deep Learning in a Rate-Splitting Multiple-Access Simultaneous Wireless Information and Power Transfer System with a Power Beacon,” Electronics, vol. 13, no. 5, p. 872, Feb. 2024. [Link]
T. Aziz, M. R. Camana, C. E. Garcia, T. Hwang, and I. Koo, “REM-Based Indoor Localization with an Extra-Trees Regressor,” Electronics, vol. 12, no. 20, p. 4350, Oct. 2023. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Ensemble Learning aided QPSO–Based Framework for Secrecy Energy Efficiency in FD CR-NOMA Systems,” IEEE Transactions on Green Communications and Networking, vol. 7, no. 2, pp. 649–667, Jun. 2023. [Link]
M. R. Camana, C. E. Garcia, T. Hwang, and I. Koo, “A REM Update Methodology Based on Clustering and Random Forest,” Applied Sciences, vol. 13, no. 9, p. 5362, Apr. 2023. [Link]
T. Hwang, M. R. Camana, C. E. Garcia, and I. Koo, “Estimating Indoor Radio Environment Maps with Mobile Robots and Machine Learning,” the International Journal of Advanced Smart Convergence, vol. 12, no. 1, p. 92-100, Mar. 2023. [Link]
I. Hameed, M. R. Camana, P.-V. Tuan, and I. Koo, “Intelligent Reflecting Surfaces for Sum-Rate Maximization in Cognitive Radio Enabled Wireless Powered Communication Network,” IEEE Access, vol. 11, pp. 16021 - 16031, Feb. 2023. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Rate-Splitting Multiple Access in a MISO SWIPT System Assisted by an Intelligent Reflecting Surface,” IEEE Transactions on Green Communications and Networking, vol. 6, no. 4, pp. 2084–2099, Dec. 2022. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Deep Learning-Assisted Power Minimization in Underlay MISO-SWIPT Systems Based On Rate-Splitting Multiple Access,” IEEE Access, vol. 10, pp. 62137–62156, Jun. 2022. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Low-Complexity PSO-Based Resource Allocation Scheme for Cooperative Non-Linear SWIPT-Enabled NOMA,” IEEE Access, vol. 10, pp. 34207–34220, Mar. 2022. [Link]
M. R. Camana, C. E. G. Moreta, and I. Koo, “Joint Power Allocation and Power Splitting for MISO-RSMA Cognitive Radio Systems With SWIPT and Information Decoder Users,” IEEE Systems Journal, vol. 15, no. 4, pp. 5289–5300, Dec. 2021. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Relay selection and power allocation for secrecy sum rate maximization in underlying cognitive radio with cooperative relaying NOMA,” Neurocomputing, vol. 452, pp. 756–767, Sep. 2021. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Machine learning-based scheme for multi-class fault detection in turbine engine disks,” ICT Express, vol. 7, no. 1, pp. 15–22, Mar. 2021. [Link]
I. Hameed, P.-V. Tuan, M. R. Camana, and I. Koo, “Optimal Energy Beamforming to Minimize Transmit Power in a Multi-Antenna Wireless Powered Communication Network,” Electronics, vol. 10, no. 4, p. 509, Feb. 2021. [Link]
M. R. Camana, S. Ahmed, C. E. Garcia, and I. Koo, “Extremely Randomized Trees- Based Scheme for Stealthy Cyber-Attack Detection in Smart Grid Networks,” IEEE Access, vol. 8, pp. 19921–19933, Jan. 2020. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Joint Beamforming and Artificial Noise Optimization for Secure Transmissions in MISO-NOMA Cognitive Radio System with SWIPT,” Electronics, vol. 9, no. 11, p. 1948, Nov. 2020. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Particle Swarm Optimization-Based Secure Computation Efficiency Maximization in a Power Beacon-Assisted Wireless-Powered Mobile Edge Computing NOMA System,” Energies, vol. 13, no. 21, p. 5540, Oct. 2020. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Secrecy Energy Efficiency Maximization in an Underlying Cognitive Radio–NOMA System with a Cooperative Relay and an Energy-Harvesting User,” Applied Sciences, vol. 10, no. 10, p. 3630, May 2020. [Link]
C. E. Garcia, P. V. Tuan, M. R. Camana, and I. Koo, “Optimized Power Allocation for a Cooperative NOMA System with SWIPT and an Energy-Harvesting User,” International Journal of Electronics, vol. 107, no. 10, pp. 1704–1733, May 2020. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Prediction of Digital Terrestrial Television Coverage Using Machine Learning Regression,” IEEE Transactions on Broadcasting, vol. 65, no. 4, pp. 702–712, Dec. 2019. [Link]
M. R. Camana, P. V. Tuan, C. E. Garcia, and I. Koo, “Joint power allocation and power splitting for MISO SWIPT RSMA systems with energy- constrained users,” Wireless Networks, vol. 26, no. 3, pp. 2241–2254, Aug. 2019. [Link]
M. R. Camana, P. V. Tuan, C. E. Garcia, and I. Koo, “Optimised power allocation for a power beacon-assisted SWIPT system with a power-splitting receiver,” International Journal of Electronics, vol. 106, no. 3, pp. 415–439, Nov. 2018. [Link]
C. E. Garcia, M. R. Camana, A. B. Mohammad, J. Querol, and S. Chatzinotas, “Edge Learning Optimization in Task-Oriented NOMA Communications for Autonomous Vehicle Perception,” 2024 IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, Apr. 2024. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Rate Splitting Multiple Access for a MISO SWIPT System Aided by a Power Beacon,” 2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN), Barcelona, Spain, Jul. 2022. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “DNN aided PSO based-scheme for a Secure Energy Efficiency Maximization in a cooperative NOMA system with a non-linear EH,” 2022 Thirteenth International Conference on Ubiquitous and Future Networks (ICUFN), Barcelona, Spain, Jul. 2022. [Link]
M. R. Camana, C. E. Garcia, I. Koo, and V. Shakhov, “Machine Learning Based Primary User Emulation Attack Detection,” 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Sofia, Bulgaria, Jun. 6–9, 2022. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Power Minimization in a MISO NOMA SWIPT System Assisted by a Power Beacon,” KICS Winter Conference 2022, Pyeongchang, S. Korea, Feb. 2022 (Best Paper Award). [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Cuckoo Search based-Scheme for Power Minimization in a Green SWIPT NOMA System,” KICS Winter Conference 2022, Pyeongchang, S. Korea, Feb. 2022. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Transmit Beamforming for a MISO SWIPT System with a Power Beacon,” 2020 International Conference on Information and Communication Technology Convergence (ICTC), Jeju, S. Korea, Oct. 2020. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Machine learning-based Scheme for Fault Detection for Turbine Engine Disk,” 2020 International Conference on Information and Communication Technology Convergence (ICTC), Jeju, S. Korea, Oct. 2020. [Link]
M. R. Camana, C. E. Garcia, and I. Koo, “Cluster-Head Selection for Energy-Harvesting IoT Devices in Multi-tier 5G Cellular Networks,” the 15th International Conference on Intelligent Computing (ICIC), Nanchang, China, Aug. 2019. [Link]
C. E. Garcia, M. R. Camana, and I. Koo, “Particle swarm optimization-based power allocation scheme for secrecy sum rate maximization in NOMA with cooperative relaying,” the 15th International Conference on Intelligent Computing (ICIC), Nanchang, China, Aug. 2019. [Link]
M. R. Camana, H. Pablo, and G. Carla, “Analysis of QoS for the EDCA and HCCA mechanisms by simulation in a WLAN for voice, video, and data,” 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON), Cusco, Peru, Aug. 2017. [Link]