Iterative decoding algorithms are techniques used in error correction for digital communication systems, where the decoder iteratively refines its estimates of the transmitted message by exchanging information between component decoders. These algorithms, such as the belief propagation and turbo decoding, significantly enhance the performance of error-correcting codes by leveraging the structure of the code to improve reliability and efficiency.