USC is celebrating America's 250th anniversary with animated digital stamps honoring unsung heroes of computing. These stamps ...

Converts amateur radio SDR IQ recordings to NASA CCSDS Tracking Data Message (TDM) format for submission to NASA Artemis II and lunar mission Doppler tracking programs. You recorded a spacecraft ...

Main Idea: This paper claims that a Recurrent Neural Network can learn from data to decode noisy signal over Additive White Gaussian Noise (AWGN) Channel as good as Viterbi and BCJR algorithm.

Machine learning is the study of intelligent machines that can learn from data and anticipate future outcomes. One of the most important components of machine learning is dealing with uncertainty, ...

Dynamic programming is a powerful technique for solving optimization problems that can be divided into smaller sub-problems. The main idea of dynamic programming is to avoid recomputing the same ...

Abstract: The Viterbi algorithm is a dynamic programming algorithm used to find the Viterbi path-hidden state sequence that is most likely to generate the observed event sequence. The algorithm ...

With the popularity of new energy grids with high penetration rate, classic non-intrusive power load identification algorithms such as hidden Markov model (HMM) need to face the uncertainty caused by ...