VLSI implementation complexities of soft-input soft-output (SISO) decoders
are discussed, These decoders are used in iterative algorithms based on Tur
bo codes or Low Density Parity Check (LDPC) codes, and promise significant
bit error performance advantage over conventionally used partial-response m
aximum likelihood (PRML) systems, at the expense of increased complexity, T
his paper analyzes the requirements for computational hardware and memory a
nd provides suggestions for reduced-complexity decoding and reduced control
logic. Serial concatenation of interleaved codes, using an outer block cod
e with a partial response channel acting as an inner encoder, is of special
interest for magnetic storage applications.