We propose an algorithm based on linear prediction that can perform both the lossless and near-lossless compression of RF signals. The proposed algorithm is coupled with two signal detection methods to determine the presence of relevant signals and apply varying levels of loss as needed. The first method uses spectrum sensing techniques, while the second one takes advantage of the error computed in each iteration of the Levinson-Durbin algorithm. These algorithms have been integrated as a new pre-processing stage into FAPEC, a data compressor first designed for space missions.

Dataset Files

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[1] Aniol Martí, Jordi Portell, Jaume Riba, Orestes Mas, "Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/ccdy-s283. Accessed: May. 23, 2024.
@data{ccdy-s283-23,
doi = {10.21227/ccdy-s283},
url = {http://dx.doi.org/10.21227/ccdy-s283},
author = {Aniol Martí; Jordi Portell; Jaume Riba; Orestes Mas },
publisher = {IEEE Dataport},
title = {Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals},
year = {2023} }
TY - DATA
T1 - Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals
AU - Aniol Martí; Jordi Portell; Jaume Riba; Orestes Mas
PY - 2023
PB - IEEE Dataport
UR - 10.21227/ccdy-s283
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Aniol Martí, Jordi Portell, Jaume Riba, Orestes Mas. (2023). Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals. IEEE Dataport. http://dx.doi.org/10.21227/ccdy-s283
Aniol Martí, Jordi Portell, Jaume Riba, Orestes Mas, 2023. Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals. Available at: http://dx.doi.org/10.21227/ccdy-s283.
Aniol Martí, Jordi Portell, Jaume Riba, Orestes Mas. (2023). "Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals." Web.
1. Aniol Martí, Jordi Portell, Jaume Riba, Orestes Mas. Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/ccdy-s283
Aniol Martí, Jordi Portell, Jaume Riba, Orestes Mas. "Dataset from: Context-Aware Lossless and Lossy Compression of Radio Frequency Signals." doi: 10.21227/ccdy-s283