Ionosphere echo is a extension of Ionosphere specifically for Mirage metircs.
The initial implementation of Ionosphere regarding Mirage metrics, only created features profiles based on the Mirage SECOND_ORDER_RESOLUTION_SECONDS
time series. If Ionosphere echo is enabled, Ionosphere now also automatically creates a features profile for Mirage metrics based on the settings.FULL_DURATION
data.
Testing has shown that Ionosphere echo makes Ionosphere matching between 30% to 50% more effective on Mirage metrics (depending on the metric). Ionosphere echo also implements Minmax scaling analysis on the settings.FULL_DURATION
data.
The Ionosphere echo analysis is run between the normal Mirage features profiles analysis and the layers analysis, so the analysis pipeline with Ionosphere echo enabled is as follows:
- Ionosphere finding similar matching motifs for existing
SECOND_ORDER_RESOLUTION_SECONDS
features profiles time series andsettings.FULL_DURATION
features profiles - Ionosphere comparison to Mirage
SECOND_ORDER_RESOLUTION_SECONDS
features profiles and minmax scaled features profiles - Ionosphere echo comparison to Mirage
settings.FULL_DURATION
features profiles - Ionosphere comparison to Mirage
settings.FULL_DURATION
minmax scaled features profiles - Ionosphere layers comparisons