Taejoon Kim, PhD

Journals and Journal-Equivalent Conferences

Submitted

• J. Kim, T. Kim, A. Das, S. Hosseinalipour, D. Love, and C. Brinton, "Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches," submitted to IEEE Transactions on Information Theory, 2023.
• D. Q. Nguyen and T. Kim, "Joint Hybrid Delay-Phase Precoding Under True-Time Delay Constraints in Wideband Sub-THz Massive MIMO Systems," submitted to IEEE Transactions on Communications, 2023.
• M. S. Oh, A. B. Das, T. Kim, D. J. Love, and C. G. Brinton, "Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning," submitted to IEEE Journal on Selected Areas in Communications, 2023.
• D. Q. Nguyen, Q. Song, and T. Kim, "On Stability of Approximate Message Passing: Independent Measurement Ensembles," submitted to IEEE Transactions on Information Theory, 2023.
• M. Gaydos, T. Kim, and D. J. Love, "Constant Modulus Precoded MIMO Radar Based on Zadoff-Chu Sequences," submitted to IEEE Transactions on Radar Systems, 2023.

Published

• W. Zhang and T. Kim, "Successful Recovery Performance Guarantees of Noisy SOMP," accepted to IEEE Transactions on Vehicular Technology, 2023.
• M. S. Oh, A. B. Das, S. Hosseinalipour, T. Kim, D. J. Love, and C. G. Brinton, "A Decentralized Pilot Assignment Methodology for Scalable O-RAN Cell-Free Massive MIMO," accepted to IEEE Journal on Selected Areas in Communications, 2023.
• M. S. Oh, S. Hosseinalipour, T. Kim, D. J. Love, J. V. Krogmeier, and C. G. Brinton, "Dynamic and Robust Sensor Selection Strategies for Wireless Positioning with TOA/RSS Measurement," IEEE Transactions on Vehicular Technology, 2023.
• J. Kim, T. Kim, D. J. Love, and C. G. Brinton, "Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning", International Conference on Machine Learning (ICML), 2023.
• M. Dong, M. Cho, K. Lee, S. Yoon, and T. Kim, "Cost-Optimal Deployment of Millimeter-Wave Base Stations Under Outage Requirement", IEEE Transactions on Wireless Communications, 2022.
• Q. Duan, H. Ghauch, and T. Kim, "Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent", IEEE Transactions on Signal Processing, 2022.
• J. Kim, S. Hosseinalipour, A. C. Marcum, T. Kim, D. J. Love, and C. G. Brinton, "Learning-based Adaptive IRS Control with Limited Feedback Codebooks," IEEE Transactions on Wireless Communications, 2022.
• W. Zhang, M. Dong, and T. Kim, "MMV-Based Sequential AoA and AoD Estimation for Millimeter Wave MIMO Channels," IEEE Transactions on Communications, 2022.
• Y. Yang, G. Li, T. Kim, G. Wang, "An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training", Neurocomputing, Dec 2021
• J. Kim, T. Kim, M. Hashemi, C. G. Brinton, and D. J. Love, "Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks", IEEE/ACM Transactions on Networking, 2021.
• Q. Duan, T. Kim, and H. Ghauch, "KM Learning for Millimeter-Wave Beam Alignment and Tracking: Predictability and Interpretability," IEEE ACCESS, Aug 2021.
• G. Xiong, T. Kim, D. J. Love, and E. Perrins, "Optimality Conditions of Performance-Guaranteed Power Minimization in MIMO Networks: A Distributed Algorithm and Its Feasibility," IEEE Transactions on Signal Processing, vol. 69, pp. 119-135, Nov 2021.
• M. Dong, T. Kim, J. Wu, and E. Wong, "Millimeter-Wave Base Station Deployment Using the Scenario Sampling Approach," IEEE Transactions on Vehicular Technology, vol. 69, no. 11, pp. 14013-14018, Nov. 2020.
• W. Zhang, T. Kim, and S. H. Leung, "A Sequential Subspace Method for Millimeter Wave MIMO Channel Estimation," IEEE Transactions on Vehicular Technology, vol. 69, no. 5, pp. 5355-5368, April 2020.
• M. Dong, T. Kim, J. Wu, and E. Wong, "Cost-Efficient Millimeter Wave Base Station Deployment in Manhattan-Type Geometry," IEEE Access, vol. 7, pp. 149959-149970, October 2019.
• W. Zhang, T. Kim, G. Xiong, and S. H. Leung, "Leveraging Subspace Information for Low-Rank Matrix Reconstruction", Signal Processing, vol. 163, pp. 123-131,, May 2019.
• Q. Duan, T. Kim, D. Lin, and E. Perrins, "Coherence Statistics of Structured Random Ensembles and Support Detection Bounds for OMP," IEEE Signal Processing Letters, vol. 26, no. 11, pp. 1638 - 1642, September 2019.
• W. Zhang, T. Kim, D. J. Love, and E. Perrins, "Leveraging the Restricted Isometry Property: Improved Low-Rank Subspace Decomposition for Hybrid Millimeter-Wave Systems," IEEE Transactions on Communications, vol. 66, no. 11, pp. 5814-5827, Nov 2018.
• M. Dong and T. Kim, "Interference Analysis for Millimeter Wave Networks with Geometry-Dependent First-Order Reflections," IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 12404-12409, , Dec 2018.
• H. Ghauch, T. Kim, M. Bengtsson, and M. Skoglund, "Sum-rate Maximization in Sub-28 GHz Millimeter-Wave MIMO Interfering Networks," IEEE Journal of Selected Areas in Communications, vol. 35, no. 7, pp. 1649-1662, July 2017.
• A. A.I. Ibrahim, T. Kim, and D. J. Love, "On the Achievable Rate of Generalized Spatial Modulation Using Multiplexing Under a Gaussian Mixture Model," IEEE Transactions on Communications, vol. 64, no. 4, pp. 1588-1599, April 2016.
• H. Ghauch, T. Kim, M. Bengtsson, and M. Skoglund, "Subspace Estimation and Decomposition for Large Millimeter-Wave MIMO Systems," IEEE Journal of Selected Topics in Signal Processing, vol. 10, no. 3, pp. 528-542, April 2016.
• T. Kim, D. J. Love, M. Skoglund, and Z. Jin, "An Approach to Sensor Network Throughput Enhancement by PHY-Aided MAC," IEEE Transactions on Wireless Communications, vol. 14, no. 02, pp. 670-684, February 2015.
• H. Ghauch, T. Kim, M. Bengtsson, and M. Skoglund, "Distributed Low-Overhead Schemes for Multi-stream MIMO Interference Channels," IEEE Transactions on Signal Processing, vol. 63, no. 07. 1737-1749, April 2015.
• T. Kim, I. Kim, Y. Sun, and Z. Jin, "Physical Layer and Medium Access Control Design in Energy Efficient Sensor Networks: An Overview," IEEE Transactions on Industrial Informatics, vol. 11, no. 01, pp. 02-15, February 2015.
• A. J. Duly, T. Kim, D. J. Love, and J. V. Krogmeier, "Closed-loop Beam Alignment for Massive MIMO Channel Estimation," IEEE Communications Letters, vol. 18, no. 08, pp. 1439-1442, August 2014.
• T. Kim and M. Dong, "An Iterative Hungarian Method to Joint Relay Selection and Resource Allocation for D2D Communications," IEEE Wireless Communications Letters, vol. 03, no. 06, pp. 625-628, December 2014.
• S. Hur, T. Kim, D. J. Love, J. V. Krogmeier, T. A. Thomas, and A. Ghosh, "Millimeter Wave Beamforming for Wireless Backhaul and Access in Small-Cell Networks," IEEE Transactions on Communications, vol. 61, no. 10, pp. 4391-4403, October 2013. (Best Paper Award of the IEEE Transactions on Communications, 2016 Stephen O. Rice Prize)
• Y. Choi, J. Chun, T. Kim, and J. Bae, "The Schur algorithm applied to the one-dimensional continuous inverse scattering problem," IEEE Transactions on Signal Processing, vol. 61, no. 13, pp. 3311-3320, July 2013.
• K. Kim, T. Kim, I. Kim, and D. J. Love, Differential Feedback in Codebook-Based Multiuser MIMO Systems in Slowly Varying Channels," IEEE Transactions on Communications, vol. 60, no. 02, pp. 578-588, February 2012.
• Y. J. Kim, X. Li, T. Kim, and D. J. Love, "A Combination Lock-like Differential Codebook for Temporally Correlated Channels," Electronics Letters, IET, volume 48, issue 01, pp. 45-47(2), January 2012.
• T. Kim, D. J. Love, and B. Clerckx, "Does Frequent Low Resolution Feedback Outperform Infrequent High Resolution Feedback for Multiple Antenna Beamforming Systems?," IEEE Transactions on Signal Processing, vol. 59, no. 04, pp. 1654-1669, April 2011.
• T. Kim, D. J. Love, and B. Clerckx, "MIMO Systems with Limited Rate Differential Feedback in Slow Varying Channels," IEEE Transactions on Communications, vol. 59, no. 03, pp. 1175-1189, March 2011.
• T. Kim, B. Clerckx, D. J. Love, and S. Kim, "Limited Feedback Beamforming Systems for Dual-Polarized MIMO Channels," IEEE Transactions on Wireless Communications, vol.9, no.11, pp. 3425-3439, November 2010.

Recent Conference Papers

• D. Q. Nguyen and T. Kim, "Time-Varying Noise Variance Perturbation and Power Control for Privacy-Preserving Wireless Federated Learning," IEEE the 57th Asilomar Conference on Signals, Systems, and Computers, Oct 2023.
• O. Kandelusy, C. Brinton, and T. Kim, "Distributed Quantized Transmission and Fusion for Federated Machine Learning," IEEE Vehicular Technology Conference (VTC)}, October 2023.
• D. Q. Nguyen and T. Kim, "On the Stability of Approximate Message Passing with Independent Measurement Ensembles," IEEE International Symposium on Information Theory (ISIT), June 2023.
• W. M. Chan, T. Kim, R. Chou, H. Kwon, et al., "Adaptive Frequency Hopping for 5G New Radio mMTC Security," IEEE International Conference on Industrial Technology (ICIT), Orlando, Fl, April 2023.
• D. Q. Nguyen and T. Kim, "Joint Delay and Phase Precoding Under True-Time Delay Constraint for THz Massive MIMO," IEEE International Conference on Communications (ICC), Seoul, Korea, May 2022.
• J. Kim, S. Hosseinalipour, A. C. Marcum, T. Kim, D. Love, and C. G. Brinton, "Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks," IEEE International Conference on Communications (ICC), Seoul, Korea, May 2022.
• R. Simion, T. Kim, and Erik S. Perrins, "Machine Learning With Gaussian Process Regression For Time-Varying Channel Estimation," IEEE International Conference on Communications (ICC), Seoul, Korea, May 2022.
• U. Sajid, X. Chen, H. Sajid, T. Kim, and G. Wang, "Audio-Visual Transformer Based Crowd Counting," International Conference on Computer Vision (ICCV) Workshop, October, 2021.
• U. Sajid, M. Chow, J. Zhang, T. Kim and Guanghui Wang, "Parallel Scale-wise Attention Network for Effective Scene Text Recognition," International Joint Conference on Neural Networks (IJCNN), July, 2021.
• M. S. Oh, S. Hosseinalipour, T. Kim, C. G. Brinton, and D. J. Love, "Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach," IEEE International Conference on Communications (ICC), Montreal, Canada, June, 2021.
• J. Kim, S. Hosseinalipour, T. Kim, D. J. Love, and C. G. Brinton, "Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach," IEEE International Conference on Communications (ICC) Workshop, Montreal, Canada, June, 2021.
• L. Yao, M. Hashemi, T. Kim, and E. Perrins, "Delay-Efficient and Reliable Data Relaying in Ultra Dense Networks using Rateless Codes", IEEE Global Communications Conference (Globecom), Taipei, Taiwan, December 2020.
• Q. Duan, T. Kim, H. Ghauch, and E. Wong, "Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model", IEEE Global Communications Conference (Globecom), Taipei, Taiwan, December 2020.
• J. Wu, M. Wang, Y. Chan, E. Wong, and T. Kim, "Performance Evaluation of 5G mmWave Networks with Physical-Layer and Capacity-Limited Blocking", IEEE 21st International Conference on High Performance Switching and Routing (HPSR), Newark, NJ, USA, May 2020.
• J. Kim, T. Kim, M. Hashemi, C. Brinton, D. Love, "Joint Optimization of Signal Design and Resource Allocation in Wireless D2D Edge Computing. IEEE International Conference on Computer Communications (INFOCOM), May. 2020.
• For a full list of my conference papaers please see my CV.

Patents

I have 29 granted US patenets. Please see my CV.

Editorial

• T. Kim, I. Kim, Z. Jin, and L. Tang, "Guest Editorial: Special Section on Energy Efficient Technology in Sensor Networks," IEEE Transactions on Industrial Informatics, vol. 11, no. 06, pp. 1617-1620, December 2015.