Sub Band Allocation

Sub-band allocation optimizes the assignment of frequency bands to different users or systems, aiming to minimize interference and maximize resource utilization. Current research focuses on developing efficient algorithms, such as graph-based learning and deep learning models, to solve this complex optimization problem in diverse applications, including wireless network management and data hiding techniques like steganography. These advancements improve network performance by reducing signaling overhead and enhancing the quality of hidden information, impacting both communication systems and data security.