Title :
Parallel Viterbi algorithm implementation: breaking the ACS-bottleneck
Author :
Fettweis, Gerhard ; Meyr, Heinrich
Author_Institution :
Aachen Univ. of Technol., West Germany
fDate :
8/1/1989 12:00:00 AM
Abstract :
The central unit of a Viterbi decoder is a data-dependent feedback loop which performs an add-compare-select (ACS) operation. This nonlinear recursion is the only bottleneck for a high-speed parallel implementation. A linear scale solution (architecture) is presented which allows the implementation of the Viterbi algorithm (VA) despite the fact that it contains a data-dependent decision feedback loop. For a fixed processing speed it allows a linear speedup in the throughput rate by a linear increase in hardware complexity. A systolic array implementation is discussed for the add-compare-select unit of the VA. The implementation of the survivor memory is considered. The method for implementing the algorithm is based on its underlying finite state feature. Thus, it is possible to transfer this method to other types of algorithms which contain a data-dependent feedback loop and have a finite state property
Keywords :
decoding; ACS-bottleneck; Viterbi algorithm; Viterbi decoder; add-compare-select; data-dependent feedback loop; finite state feature; high-speed parallel implementation; linear scale solution; nonlinear recursion; survivor memory; systolic array; throughput rate; Computer architecture; Decoding; Dynamic programming; Feedback loop; Hardware; Markov processes; Recursive estimation; Systolic arrays; Throughput; Viterbi algorithm;
Journal_Title :
Communications, IEEE Transactions on