1. Sparse Linear Time Invariant System Identification Using Weighted Lasso Open Access Author: Tutuk, Fatih Title: Sparse Linear Time Invariant System Identification Using Weighted Lasso Graduate Program: Electrical Engineering Keywords: System IdentificationSparsityLassoReweighting File: Download Fatih_Tutuk-Dissertation.pdf Committee Members: Constantino Manuel Lagoa, Thesis Advisor/Co-Advisor
2. Comparison On The Performance Between The Three Structures of IIR Adaptive Filter For System Identification Based On Genetic Algorithms (GA) Open Access Author: Shao, Xin Title: Comparison On The Performance Between The Three Structures of IIR Adaptive Filter For System Identification Based On Genetic Algorithms (GA) Graduate Program: Electrical Engineering Keywords: IIR adaptive filterGenetic AlgorithmsStructuresSystem Identification File: Download XinShao_Thesis.pdf Committee Members: William Kenneth Jenkins, Thesis Advisor/Co-Advisor
3. From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments Open Access Author: Bekiroglu, Korkut Title: From Data to Interventions: Using System Identification and Robust Control Algorithms to Design Effective Treatments Graduate Program: Electrical Engineering Keywords: Adaptive InterventionRobust Treatment DesignSystem IdentificationAtomic Normmin-max Structured Robust Optimization File: Download Korkut_Dissertation.pdf Committee Members: Constantino Manuel Lagoa, Dissertation Advisor/Co-AdvisorConstantino Manuel Lagoa, Committee Chair/Co-ChairMinghui Zhu, Committee MemberKenneth Jenkins, Committee MemberStephanie Trea Lanza, Committee MemberNecdet S Aybat, Special Member
4. Adaptive Digital Filtering Using the Bio-Inspired Firefly Algorithm Open Access Author: Hussain, Magni Stentoft Title: Adaptive Digital Filtering Using the Bio-Inspired Firefly Algorithm Graduate Program: Electrical Engineering Keywords: Adaptive FilteringFirefly AlgorithmIIR FilterNonlinear FilterSystem IdentificationFetal ElectrocardiogramAdaptive Noise Cancelling File: Download Hussain_Thesis_Final.pdf Committee Members: W. Kenneth Jenkins, Thesis Advisor/Co-AdvisorJohn F. Doherty, Thesis Advisor/Co-AdvisorKultegin Aydin, Program Head/Chair