Sound-based Localization

Sound-based Localization

Matlab Implementation of the described Online Offline Learning Architecture (OOLA) and Visualizations/Plots of Simulations.The files includeData Generation SourcecodesMicrocontroller sourcecodeNode-RED flowPython file manipulationRaw dataOffline dataOnline dataPreprocessed dataOffline dataOnline dat...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Machhamer, Rüdiger
Format: Dataset
Sprache:eng
Schlagworte:
Artificial Intelligence
indoor Localization
IoT
Machine Learning
Online Learning
Sensors
Signal Processing
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Beschreibung
Zusammenfassung:Matlab Implementation of the described Online Offline Learning Architecture (OOLA) and Visualizations/Plots of Simulations.The files includeData Generation SourcecodesMicrocontroller sourcecodeNode-RED flowPython file manipulationRaw dataOffline dataOnline dataPreprocessed dataOffline dataOnline dataThe Online Offline Learning Architecture (OOLA)ConfigurableWith dasic 1NN & K-Means implementationsPlots and visualisations of simulationsBasic LVQ simulatorK-Means/LVQ comparison simulatorRelative Similarity simulatorOverall results bar chartsStatisticsK-Means prototypes classification ratesLVQ prototypes classification ratesOOLA classification rates depending on configurationsOOLA processing data for classification
DOI:10.21227/4rtn-2q50