… interference (ISI) and additive white Gaussian … as the sequence length is reasonably short
so that the memory requirement and the decision delay are acceptable, a block-mode detector …

… channel with a modified soft output signal space detector (S … For the simulations, an
unconstrained sequence of 50 million … In this paper, a low-complexity soft decoding read channel …

… memory channel is considered where the decoder is a finite-state machine which tracks both
the information sequence and the channel … which employ sampling detection methods. The …

… Channels We now derive the optimal soft-ouput MAP symbol … (ISI) of finite length, possibly
encompassing nonlinear finite-… For this reason we first examine the sequence detection …

… to improve the soft decision quality of the detector if possible. … approximation (GA) sequence
detector at the expense of … data detection for twodimensional ISI/AWGN channels using …

… , where soft decoding for VQ over Gaussian channels with ISI … standard in work on detection
for channels with memory [29]–… of tree codes and for sequence detection. Our approach is …

… Only ISI is … bit sequences that have never been “seen” during the learning stage. To calculate
the test signals BER, the DNN read channel soft outputs are first translated into hard bipolar …

… detector [3], the M-algorithm [4], the soft-output Malgorithm [5], and soft-output sequential
detection [… memory of the channel for signals described by (1). The efficiency of the “shortening”-…

… ISI and ITI channels and performs very well in conjunction … is used to detect the most likely
channel input error patterns. … for soft decoding are computed from a channel sequence by the …

… order to white the disturbing sequence and then to enhance the reliability of the soft-statistics …
TD is equal to the memory length of the “shortened” channel impulse response . Therefore, …