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cs.NI2024
Large Language Models for Knowledge-Free Network Management: Feasibility Study and Opportunities
Hoon Lee, Mintae Kim, Seunghwan Baek +3
Traditional network management algorithms have relied on prior knowledge of system models and networking scenarios. In practice, a universal optimization framework is desirable whe…
cs.IT2024
Sparsely Pre-transformed Polar Codes for Low-Latency SCL Decoding
Geon Choi, Namyoon Lee
Deep polar codes, employing multi-layered polar kernel pre-transforms in series, are recently introduced variants of pre-transformed polar codes. These codes have demonstrated the…
eess.SP2024
Nonlinear Self-Interference Cancellation With Learnable Orthonormal Polynomials for Full-Duplex Wireless Systems
Hyowon Lee, Jungyeon Kim, Geon Choi +3
Nonlinear self-interference cancellation (SIC) is essential for full-duplex communication systems, which can offer twice the spectral efficiency of traditional half-duplex systems.…