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Viterbi decoding - most probable path 1.0

  Date Added: September 14, 2013  |  Visits: 317

Viterbi decoding - most probable path

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Perform Viterbi Decoding to find the most likely path and probability of the sequence 'seq' for the system defined as follows:p is the initial state probability matrixA is the State transition matrixB is the Output matrix where possible outputs are mapped tointegers 1,2,...'end_prob' state is the final state - can be specified if requiredor omitted in which case the ending state is chosen as the most probablestateUsage:seq=[1 1 1 2];A=[.5 .4 .1;0 .7 .3;0 0 1];p=[1 0 0];B=[.8 .2;.6 .4; .1 .9];end_state=3;[q P]=most_likely_viterbi(seq,p,A,B,end_state);This implementation is an improvement over similar implementations in MATLAB Central in that, the end state can be optionally specified.Reference: This implementation is of the Algorithm described ina speech processing course at the Univ. of Southern California, Los Angeles.Author: Suneesh Sasikumar

Requirements: No special requirements
Platforms: Matlab
Keyword: Central Chosen End State Ending Implementation Implementations Improvement Matlab Probable Similar
Users rating: 0/10

License: Shareware Size: 10 KB
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