Channel Capacity

Channel capacity, a fundamental concept in information theory, quantifies the maximum rate at which information can be reliably transmitted over a communication channel. Current research focuses on understanding the interplay between channel capacity and performance in various applications, including wireless formation control, federated learning, and language modeling, often employing data-driven estimation techniques and novel optimization algorithms to address dynamic channel conditions and complex system dynamics. These investigations are crucial for optimizing communication efficiency in diverse settings, ranging from autonomous systems to machine learning algorithms, and for developing more accurate models of communication processes in natural and artificial systems.