Abstract: This paper investigates the impact of input representation and architecture on the performance of Long Short-Term Memory (LSTM) networks for Automatic Modulation Classification (AMC).

Abstract: The increasing complexity of modern communication systems has shown the need for intelligent and efficient signal classification methods, particularly under noisy and interferenceprone ...