Important differences between BCJR and SOVA algorithms?
For an AWGN channel, the exact computation of the log-likelihood ratio requires knowledge of the SNR. However, in Hagenauer's original paper on the SOVA there is an approximation which allows the implementation of the algorithm without estimation of the SNR.