14
Symbolic Dynamic Filtering for Pattern Recognition in Distributed Sensor Networks
Xin Jin
The Pennsylvania State University
Shalabh Gupta
University of Connecticut
Kushal Mukherjee
The Pennsylvania State University
Asok Ray
The Pennsylvania State University
14.2 Symbolic Dynamics and Encoding
Review of Symbolic Dynamics • Transformation of Time Series to Wavelet Domain • Symbolization of Wavelet Surface Profiles
14.3 Construction of Probabilistic Finite-State Automata for Feature Extraction
Conversion from Symbol Image to State Image • Construction of PFSA • Summary of SDF for Feature Extraction
14.4 Pattern Classification Using SDF-Based Features
14.5 Validation I: Behavior Recognition of Mobile Robots ...
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