The Electrical and Computer Engineering Faculty Research and Publications Series is comprised of books and articles published by Marquette University's electrical and computer engineering faculty.
Submissions from 2018
Apple Flower Detection Using Deep Convolutional Networks, Philipe A. Dias, Amy Tabb, and Henry P. Medeiros
Automatic Segmentation of Trees in Dynamic Outdoor Environments, Amy Tabb and Henry P. Medeiros
Submissions from 2017
Data Improving in Time Series Using ARX and ANN Models, Hermine Nathalie Akouemo Kengmo Kenfack and Richard J. Povinelli
Improving Daily Natural Gas Forecasting by Tracking and Combining Models, Ronald H. Brown, David J. Kaftan, Jarrett L. Smalley, Maral Fakoor, Sarah J. Graupman, Richard J. Povinelli, and George F. Corliss
On-Chip Detection of Gel Transition Temperature using a Novel Micro-Thermomechanical Method, Tsenguun Byambadorj, Erfan Dashtimoghadam, Mohamadali Malakoutian, Benyamin Davaji, Lobat Tayebi, James E. Richie, and Chung-Hoon Lee
A Patterned Single Layer Graphene Resistance Temperature Sensor, Benyamin Davaji, Hak Dong Cho, Mohamadali Malakoutian, Jong-Kwon Lee, Gennady Panin, Tae Wong Kang, and Chung-Hoon Lee
Multi-View Face Recognition From Single RGBD Models of the Faces, Donghun Kim, Bharath Comandur, Henry P. Medeiros, Noha M. Elfiky, and Avinash Kak
Optimization of the Bowtie Gap Geometry for a Maximum Electric Field Enhancement, Mohamadali Malakoutian, Tsenguun Byambadorj, James Richie, and Chung Hoon Lee
Deep Neural Network Regression as a Component of a Forecast Ensemble, Gregory Merkel, Richard J. Povinelli, and Ronald H. Brown
Deep Neural Network Regression for Short-Term Load Forecasting of Natural Gas, Gregory Merkel, Richard J. Povinelli, and Ronald H. Brown
Axially Uniform Magnetic Field-Modulation Excitation for Electron Paramagnetic Resonance in Rectangular and Cylindrical Cavities by Slot Cutting, Jason Walter Sidabras, James Richie, and James S. Hyde
Predicting Multiple Target Tracking Performance for Applications on Video Sequences, Juan Esteban Tapiero Bernal, Henry Medeiros, and Robert H. Bishop
Submissions from 2016
Open Source Digital Camera on Field Programmable Gate Arrays, Cristinel Ababei, Shaun Duerr, Joe Ebel, Russell Marineau, Milad Ghorbani Moghaddam, and Tanzania Sewell
Arduino to the Rescue: Swaying Undecided Freshmen Engineering Students to Electrical and Computer Engineering, Cristinel Ababei and Susan C. Schneider
Probabilistic Anomaly Detection in Natural Gas Time Series Data, Hermine Nathalie Akouemo Kengmo Kenfack and Richard J. Povinelli
Robust H∞ Dynamic State-Feedback Control for Nonlinear Discrete-Time Systems via LMI-Based Regional Eigenvalue Assignment, W. Alexander Baker Jr., Susan C. Schneider, and Edwin E. Yaz
H∞-Property of the Continuous-Time Extended Kalman Filter, Jennifer L. Bonniwell, Susan C. Schneider, and Edwin E. Yaz
H∞-Property of the Discrete-Time Extended Kalman Filter with Uncertain Measurements, Jennifer L. Bonniwell, Susan C. Schneider, and Edwin E. Yaz
Measuring and Modeling Apple Trees Using Time-of-Flight Data for Automation of Dormant Pruning Applications, Somrita Chattopadhyay, Shayan A. Akbar, Noha M. Elfiky, Henry Medeiros, and Avinash Kak
Large-Scale Design Optimization of PM Machines Over a Target Operating Cycle, Alireza Fatemi, Nabeel Demerdash, Thomas W. Nehl, and Dan M. Ionel
Fast Multi-Objective CMODE-Type Optimization of PM Machines Using Multicore Desktop Computers, Alireza Fatemi, Dan M. Ionel, Nabeel Demerdash, and Thomas W. Nehl
Optimal Design of IPM Motors With Different Cooling Systems and Winding Configurations, Alireza Fatemi, Dan M. Ionel, Nabeel Demerdash, and Thomas W. Nehl
A Computationally Efficient Method for Calculation of Strand Eddy Current Losses in Electric Machines, Alireza Fatemi, Dan M. Ionel, Nabeel Demerdash, Dave A. Staton, Rafal Wrobel, and Yew Chuan Chong
RSM-DE-ANN Method for Sensitivity Analysis of Active Material Cost in PM Motors, Alireza Fatemi, Dan M. Ionel, Nabeel Demerdash, Steven J. Stretz, and Thomas M. Jahns
Design Optimization of Spoke-Type PM Motors for Formula E Racing Cars, Alireza Fatemi, Dan M. Ionel, Mircea Popescu, and Nabeel Demerdash
Analysis of Performance Resilience for Discrete-Time Systems With Both Multiplicative and Additive Control Gain Perturbations, Fan Feng, Susan C. Schneider, and Edwin E. Yaz
Transient Analysis of Analyte Desorption Due to Thermal Cycling with Varying Pulse Duration, Patrick Getz, Christopher Carron, Stephen M. Heinrich, Fabien Josse, and Oliver Brand
Power Cycling Lifetime Improvement of Three-level NPC Inverters with an Improved DPWM Method, Jiangbiao He, Lixiang Wei, and Nabeel Demerdash
A Fault-tolerant Topology of T-Type NPC Inverter with Increased Thermal Overload Capability, Jiangbiao He, Nathan Weise, Lixiang Wei, and Nabeel Demerdash
Resource-Aware Distributed Particle Filtering for Cluster-Based Object Tracking in Wireless Camera Networks, Kihyun Hong, Henry P. Medeiros, Paul J. Shin, and Johnny Park
Parallel Reference Speaker Weighting for Kinematic-Independent Acoustic-to-Articulatory Inversion, An Ji, Michael T. Johnson, and Jeffrey J. Berry
Acoustic Sequences in Non-human Animals: A Tutorial Review and Prospectus, Arik Kershenbaum, Daniel T. Blumstein, Marie A. Roch, Çağlar Akçay, Gregory Backus, Mark A. Bee, Kirsten Bohn, Yan Cao, Gerald Carter, Cristiane Cäsar, Michael Coen, Stacy L. DeRuiter, Laurance Doyle, Shimon Edelman, Ramon Ferreri Cancho, Todd M. Freeberg, Ellen C. Garland, Morgan Gustison, Heidi E. Harley, Chloé Huetz, Melissa Hughes, Julia Hyland Bruno, Amiyaal Ilany, Dezhe Z. Jin, Michael T. Johnson, Chenghui Ju, Jeremy Karnowski, Bernard Lohr, Marta B. Manser, Brenda McCowan, Eduardo Mercado III, Peter M. Narins, Alex Piel, Megan Rice, Roberta Salmi, Kazutoshi Sasahara, Laela Sayigh, Yu Shiu, Charles Taylor, Edgar E. Vallejo, Sara Waller, and Veronica Zamora Gutierrez
Discriminative Boosting Algorithm for Diversified Front-End Phonotactic Language Recognition, Wei-wei Liu, Meng Cai, Wei-Qiang Zhang, Jia Liu, and Michael T. Johnson
An Ensemble Model of QSAR Tools for Regulatory Risk Assessment, Prachi Pradeep, Richard J. Povinelli, Shannon White, and Stephen Merrill
Generalizing Effective Spatial Bandwidth for Pole Location in MAS: The Elliptic Cylinder, James Richie
Online Chemical Sensor Signal Processing Using Estimation Theory: Quantification of Binary Mixtures of Organic Compounds in the Presence of Linear Baseline Drift and Outliers, Karthick Sothivelr, Florian Bender, Fabien Josse, Edwin E. Yaz, Antonio J. Ricco, and Mary E. Mohler
Smart Power Grid Synchronization With Fault Tolerant Nonlinear Estimation, Xin Wang and Edwin E. Yaz
Smart Power Grid Synchronization with Fault Tolerant Nonlinear Estimation (proceeding), Xin Wang and Edwin E. Yaz
Robust Multi-Criteria Optimal Fuzzy Control of Continuous-Time Nonlinear Systems, Xin Wang and Edwin E. Yaz
Robust Multi-Criteria Optimal Fuzzy Control of Discrete-Time Nonlinear Systems, Xin Wang and Edwin E. Yaz
Submissions from 2015
Emulating Working in a Company in the Classroom: A Case for Hands-on Multiple Projects Oriented Course, Cristinel Ababei and Anca M. Miron
Assessment of Pain Using Facial Pictures Taken with a Smartphone, Mohammad Adibuzzaman, Colin R. Ostberg, Sheikh Iqbal Ahamed, Richard J. Povinelli, Bhagwant Sindhu, Richard Love, Ferdaus Ahmed Kawsar, and Golam Mushih Tanimul Ahsan
Resonant MEMS: Fundamentals, Implementation and Application, Oliver Brand, Isabelle Dufour, Stephen M. Heinrich, and Fabien Josse
Detrending Daily Natural Gas Consumption Series to Improve Short-Term Forecasts, Ronald H. Brown, Steven Vitullo, George F. Corliss, Monica Adya, Paul E. Kaefer, and Richard J. Povinelli
Cantilever-based Resonant Microsensors with Integrated Temperature Modulation for Transient Chemical Analysis, C. Carron, P. Getz, Stephen M. Heinrich, Fabien Josse, and Oliver Brand
In-vivo Single Cell Protein Interaction Investigation using Microfluidic Platform, Benyamin Davaji, G. Biener, V. Raicu, and Chung Hoon Lee
SmartBuilds: An Energy and Power Simulation Framework for Buildings and Districts, Shaun Duerr, Cristinel Ababei, and Dan M. Ionel
Design Optimization of IPM Machines for Efficient Operation in Extended Speed Range, Alireza Fatemi, Nabeel Demerdash, and Dan M. Ionel
Large-scale Electromagnetic Design Optimization of PM Machines Over a Target Operating Cycle, Alireza Fatemi, Nabeel Demerdash, Dan M. Ionel, and Thomas W. Nehl
Identification of Design Rules for Interior PM motors with Different Cooling Systems, Alireza Fatemi, Dan M. Ionel, and Nabeel Demerdash
Fast Multi-Objective CMODE-type Optimization of Electric Machines for Multicore Desktop Computers, Alireza Fatemi, Dan M. Ionel, Nabeel Demerdash, and Thomas W. Nehl
Diagnosis of Stator Short-circuit Faults in Series and Parallel Winding Connections of Closed-loop Controlled PMSMs, Jiangbiao He, Alireza Fatemi, Nabeel Demerdash, and Dan M. Ionel
Performance of Nonlinear Speech Enhancement using Phase Space Reconstruction, Michael T. Johnson, Andrew C. Lindgren, Richard J. Povinelli, and Xiaolong Yuan
Resonant MEMS Chemical Sensors, Fabien Josse, Oliver Brand, Isabelle Dufour, and Stephen M. Heinrich
Using Surrogate Data to Mitigate the Risks of Natural Gas Forecasting on Unusual Days, Paul E. Kaefer, Babatunde Ishola, George F. Corliss, and Ronald H. Brown
A New Scalable Fault Tolerant Routing Algorithm for Networks-on-Chip, Hamed S. Kia, Cristinel Ababei, Sudarshan Srinivasan, and Shaista Jabeen
Predicting Scenarios for Successful Autodissemination of Pyriproxyfen by Malaria Vectors from Their Resting Sites to Aquatic Habitats; Description and Simulation Analysis of a Field-Parameterizable Model, Samson Sifael Kiware, George F. Corliss, Stephen Merrill, Dickson W. Lwetoijera, Gregor J. Devine, Silas Majambere, and Gerry F. Killeen
Interpolation of Tongue Fleshpoint Kinematics from Combined EMA Position and Orientation Data, Andrew Kolb, Michael T. Johnson, and Jeffrey J. Berry
A Novel Wireless System to Monitor Gait Using Smartshoe-Worn Sensors, Jahangir Majumder, Sheikh Iqbal Ahamed, Richard J. Povinelli, Chandana Tamma, and Roger O. Smith
Investigation of DVFS Based Dynamic Reliability Management for Chip Multiprocessors, Milad Ghorbani Moghaddam, Alexandre Yamamoto, and Cristinel Ababei
Novel Uses of In Vitro Data to Develop Quantitative Biological Activity Relationship Models for in Vivo Carcinogenicity Prediction, Prachi Pradeep, Richard J. Povinelli, Stephen Merrill, Serdar Bozdag, and Daniel Sem
Vocal Classification of Vocalizations of a Pair of Asian Small-Clawed Otters to Determine Stress, Peter M. Scheifele, Michael T. Johnson, Michelle Fry, Benjamin Hamel, and Kathryn Laclede
Analytical Modeling of a Novel High-Q Disk Resonator for Liquid-Phase Applications, Mohomad S. Sotoudegan, Stephen M. Heinrich, Fabien Josse, Nicholas J. Nigro, Isabelle Dufour, and Oliver Brand
Establishing the Relative Merits of Interior and Spoke-Type Permanent-Magnet Machines With Ferrite or NdFeB Through Systematic Design Optimization, Peng Zhang, Gennadi Y. Sizov, Dan M. Ionel, and Nabeel Demerdash
Establishing the Relative Merits of Interior and Spoke-Type Permanent-Magnet Machines With Ferrite or NdFeB Through Systematic Design Optimization, Peng Zhang, Gennadi Y. Sizov, Dan M. Ionel, and Nabeel Demerdash
Submissions from 2014
Net Reordering and Multicommodity Flow Based Global Routing for FPGAs, Cristinel Ababei, Rajesh G. Kavasseri, and Mohammad A. Zare
Benefits and Costs of Prediction Based DVFS for NoCs at Router Level, Cristinel Ababei and Nicholas Mastronarde
Distributed Minimum Energy Point Tracking for Systems-on-chip, Cristinel Ababei and Chandana Tamma
Time Series Outlier Detection and Imputation, Hermine Nathalie Akouemo Kengmo Kenfack and Richard J. Povinelli
Consonant Context Effects on Vowel Sensorimotor Adaptation, Jeffrey J. Berry, John Jaeger IV, Melissa Wiedenhoeft, Brittany A. Bernal, and Michael T. Johnson
The Electromagnetic Articulography Mandarin Accented English (EMA-MAE) Corpus of Acoustic and 3D Articulatory Kinematic Data, Jeffrey J. Berry, An Ji, and Michael T. Johnson
Acoustic and Kinematic Characteristics of Vowel Production Through a Virtual Vocal Tract in Dysarthria, Jeffrey J. Berry, Andrew Kolb, Cassandra North, and Michael T. Johnson
Sensorimotor Adaptation of Speech Using Real-time Articulatory Resynthesis, Jeffrey J. Berry, Cassandra North, and Michael T. Johnson
Dynamic Aspects of Articulating with a Virtual Vocal Tract in Dysarthria, Jeffrey J. Berry, Cassandra North, and Michael T. Johnson
Deterministic and Stochastic Resilience Analysis of Minimum-time-controlled Discrete-time Systems, Jennifer L. Bonniwell, Susan C. Schneider PhD, and Edwin E. Yaz
A Novel On-chip Three-dimensional Micromachined Calorimeter with Fully Enclosed and Suspended Thin-film Chamber for Thermal Characterization of Liquid Samples, Benyamin Davaji, Hye Jeong Bak, Woo-Jin Chang, and Chung-Hoon Lee
A Paper-Based Calorimetric Microfluidics Platform for Bio-chemical Sensing, Benyamin Davaji and Chung Hoon Lee
Discrete-time Resilient Controller Design with General Criteria for a Class of Uncertain Nonlinear Systems, Fan Feng, Edwin E. Yaz, Susan C. Schneider PhD, and Yvonne I. Yaz
Developing an At-Home System for Evaluating Manual Wheelchair Propulsion and Directing Rehabilitative Training to Optimize Biomechanical Efficiency, Gerald F. Harris
Diagnosis of Open-circuit Switch Faults in Multilevel Active-NPC (ANPC) Inverters, Jiangbiao He and Nabeel Demerdash
Diagnosis of Stator Winding Short-circuit Faults in an Interior Permanent Magnet Synchronous Machine, Jiangbiao He, Chad Alexander Somogyi, Andrew Strandt, and Nabeel Demerdash
Application of Wide Bandgap Devices in Renewable Energy Systems – Benefits and Challenges, Jiangbiao He, Tiefu Zhao, Xin Jing, and Nabeel Demerdash
Palate-referenced Articulatory Features for Acoustic-to-Articulator Inversion, An Ji, Michael T. Johnson, and Jeffrey J. Berry
Loss Balancing SVPWM for Active NPC Converters, Xin Jing, Jiangbiao He, and Nabeel Demerdash
Comparative Assessment of Diverse Strategies for Malaria Vector Population Control Based on Measured Rates at Which Mosquitoes Utilize Targeted Resource subsets, Gerry F. Killeen, Samson Sifael Kiware, Aklilu Seyoum, John E. Gimnig, George Corliss, Jennifer Stevenson, Christopher J. Drakeley, and Nakul Chitnis
Introducing Nanotechnology into an Undergraduate Microelectronics Course, Chung-Hoon Lee, Susan C. Schneider, and Trevor Thiess
A Flux-weakening Control Approach for Interior Permanent Magnet Synchronous Motors Based on Z-source Inverters, Muyang Li, Jiangbiao He, and Nabeel Demerdash
Homogenous Ensemble Phonotactic Language Recognition Based on SVM Supervector Reconstruction, Wei-wei Liu, Wei-Qian Zhang, Michael T. Johnson, and Jia Liu
Lightweight Data Compression in Wireless Sensor Networks Using Huffman Coding, Henry P. Medeiros, Marcos C. Maciel, Richard D. Souza, and Marcelo E. Pellenz
A Microsoft VBA Application for Generating Heat Maps, Mark Polczynski and Michael Polczynski
Using the k-Means Clustering Algorithm to Classify Features for Choropleth Maps, Mark Polczynski and Michael Polczynski
Application of Information and Communication Technologies for Historical Research, Michael Polczynski and Mark Polczynski
Applying Data Mining Tools to Archaeological "Big Data", Michael Polczynski and Mark Polczynski
Towards a Social and Mobile Humanoid Exercise Coach, Darryl Ramgoolam, Elise Russell, and Andrew B. Williams
Evaluation of Upper Extremity Movement Characteristics during Standardized Pediatric Functional Assessment with a Kinect®-based Markerless Motion Analysis System, Jacob R. Rammer, Joseph J. Krzak, Susan A. Riedel, and Gerald F. Harris
Development of On-Line Lecture and Preparation Resources for Electrical Engineering Laboratory Courses, Susan C. Schneider and James E. Richie
Timoshenko Beam Model for Lateral Vibration of Liquid-Phase Microcantilever-Based Sensors, Joshua A. Schultz, Stephen M. Heinrich, Fabien Josse, Isabelle Dufour, Nicholas J. Nigro, Luke A. Beardslee, and Oliver Brand
Learning Energy Demand Domain Knowledge via Feature Transformation, Sanzad Siddique and Richard J. Povinelli
Speech Enhancement Using Bayesian Estimators of the Perceptually-Motivated Short-Time Spectral Amplitude (STSA) with Chi Speech Priors, Marek B. Trawicki and Michael T. Johnson
A Microfluidic Device for Thermal Particle Detection, Ashwin Kumar Vutha, Benyamin Davaji, Chung-Hoon Lee, and Glenn M. Walker