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1. Collaboration and Pattern Recognition in Distributed Sensor Networks: A statistical mechanics based approach

open_access
Open Access
Author:
Srivastav, Abhishek
Title:
Collaboration and Pattern Recognition in Distributed Sensor Networks: A statistical mechanics based approach
Graduate Program:
Mechanical Engineering
Keywords:
Symbolic dynamics
Statistical mechanics
Information gain
Markov random fields
Sensor networks
Anomaly detection
Probabilisitc finite state automata
File:
Download AbhishekSrivastav_PhDDissertation_11222009.pdf
Committee Members:
Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Alok Sinha, Committee Member
Shashi Phoha, Committee Member
Mark Levi, Committee Member

2. INTEGRATED HEALTH MANAGEMENT AND CONTROL OF COMPLEX DYNAMICAL SYSTEMS

open_access
Open Access
Author:
Tolani, Devendra Kumar
Title:
INTEGRATED HEALTH MANAGEMENT AND CONTROL OF COMPLEX DYNAMICAL SYSTEMS
Graduate Program:
Mechanical Engineering
Keywords:
Anomaly detection
health management
prognosis
discrete event system
probabilistic robust control
damage mitigating control
life extending control
File:
Download Devendra_Tolani_thesis.pdf
Committee Members:
Asok Ray, Committee Chair/Co-Chair
Joseph Francis Horn, Committee Chair/Co-Chair
Constantino Manuel Lagoa, Committee Member
Alok Sinha, Committee Member
Qian Wang, Committee Member