Signal Processing/Feature Extraction

• Time-frequency

• Wavelets

• Fourier transform

• Autoregressive (AR) modeling /NARMAX

• Expert extracted features-rules, etc

• Kalman filtering

           Performance Assessment

• Logistic regression

• Statistical pattern recognition

• Feature Map pattern matching

• Neural network pattern matching

• Hiden Markov Model (HMM)

• Particle Filter

• Mahalanobis

                          Performance Prediction

• Autoregressive Moving Average (ARMA)/NARMA prediction

• Elman recurrent nueral network prediction

• FuzzyLogic based prediction

• Radial basis, Splines, CMAC

• Kalman filtering

              Health Diagnosis

• Hidden Markov Model (HMM)

• Support Vector Machine (SVM)

• Expert

• Mahalanobis Distance

• Linear and Nonlinear Control Theory

                         Prognosis

• Trend Projection - Linear, nonlinear

• One step and n-step

• Observers

                Self healing/Decision Making

• Adaptive Linear/nonlinear feedback control

• Dynamic Programming-based decision making

• Swarm Intelligence

              Networking/Hardware

• Wireless Sensor Networking Protocols - Routing, Scheduling,Distributed Power Control, Congestion Control, Interoperability, Energy Harvesting

• Prognosis on a Mote

• UMR/Missour S&T Mote