The Log-MAP algorithm is an efficient decoding algorithm used in communication systems to perform maximum a posteriori probability (MAP) decoding of convolutional codes by operating in the logarithmic domain. This approach reduces computational complexity while maintaining accuracy, making it highly suitable for iterative decoding processes in turbo codes and low-density parity-check (LDPC) codes.