The Viterbi algorithm is a dynamic programming algorithm that finds the most likely sequence of hidden events that would explain a sequence of observed events. The result of the algorithm is often called …

Oct 11, 2016 · The USC Viterbi School of Engineering is innovative, elite and internationally recognized for creating models of education, research and commercialization.

Viterbi Algorithm Allows Efficient Search for the Most Likely Sequence Key idea: Markov assumptions mean that we do not need to enumerate all possible sequences Viterbi algorithm Sweep forward, …

Jul 23, 2025 · The Viterbi algorithm is a dynamic programming algorithm for finding the most likely sequence of hidden states in a Hidden Markov Model (HMM). It is widely used in various applications …

Jun 2, 2025 · Initially developed by Andrew Viterbi in 1967 for error correction in digital communication, the algorithm has since become a foundational tool in various fields, including speech recognition, …

This trajectory can also be solved for using dynamic programming with the Viterbi algorithm The algorithm consists of two passes: the first runs forward in time and computes the probability of the …

Jun 13, 2025 · In this article, we will break down the Viterbi algorithm, understand its core principles, and explore its implementation and applications. The Viterbi algorithm can be complex to understand at …

Viterbi Algorithm Computational Complexity • Initialization: for ∈ • Iteration: for 2 ≤ ≤

Andrew Viterbi proposed the Viterbi algorithm in 1967. The Viterbi algorithm decodes convolution codes over noisy digital communication links and is used in various fields, including information theory, …

The Viterbi algorithm is a dynamic programming technique designed to identify the most likely sequence of hidden states, known as the Viterbi path, that could generate a given sequence of observed …