Explore a selection of works produced by the Department of Electrical and Computer Engineering at Michigan Technological University.

Follow

Works from 2022

Link

Off Road Autonomous Vehicle Modeling and Repeatability Using Real World Telemetry via Simulation, Matthew P. Spencer and Jeremy Bos

Link

Optimizing Maneuver Length for Autonomous Obstacle Avoidance Maneuver with Considerations for Controllability and Passenger Comfort on Low Friction Surfaces, Nate Spike, Derek Chopp, Akhil Kurup, Jeremy Bos, and Darrell Robinette

Link

Cyber-resilient Routing for Internet of Vehicles Networks During Black Hole Attack, Mehnaz Tabassum and Aurenice M. Oliveira

Link

Wave Energy Converter Optimization with Multi-Resonance Controller of the Electrical Power Take-off, Madelyn G. Veurink, Wayne Weaver, Rush D. Robinett III, David G. Wilson, and Ronald C. Matthews

Link

Snapshot ptychography on array cameras, Chengyu Wang, Minghao Hu, Yuzuru Takashima, Timothy J. Schulz, and David J. Brady

PDF

Towards Scalable Spectral Clustering via Spectrum-Preserving Sparsification, Yongyu Wang and Zhuo Feng

Link

Scalable graph topology learning via spectral densification, Yongyu Wang, Zhiqiang Zhao, and Zhuo Feng

Link

Penalized least-squares for imaging with hypertelescopes, Adam Webb and Michael Roggemann

PDF

Through-Ice Acoustic Source Tracking Using Vision Transformers with Ordinal Classification, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

Link

Ice anthropogenic classification with acoustic vector sensors using transformer neural networks, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

Link

Cascade Vertical Federated Learning, Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, and Xiaoyong Yuan

PDF

Cascading verification initiated by switching attacks through compromised digital relays, Koji Yamashita, Zhiyuan Yang, Chee Wooi Ten, Soummya Kar, and Andrew Ginter

Link

ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles, Xiaoyong Yuan, Leah Ding, Lan Zhang, Xiaolin Li, and Dapeng Oliver Wu

Link

Membership Inference Attacks and Defenses in Neural Network Pruning, Xiaoyong Yuan and Lan Zhang

Link

FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models, Lan Zhang, Dapeng Wu, and Xiaoyong Yuan

PDF

The missing link between standing-and traveling-wave resonators, Qi Zhong, Haoqi Zhao, Liang Feng, Kurt Busch, Sahin K. Özdemir, and Ramy El-Ganainy

Works from 2021

Link

Three-dimensional Neuromorphic Computing System with Two-layer and Low-variation Memristive Synapses, Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, Lingjia Liu, and Yang Yi

Link

A three-dimensional (3d) memristive spiking neural network (m-snn) system, Hongyu An, Hongyu An, Mohammad Shah Al-Mamun, Marius K. Orlowski, and Yang Yi

Link

Three-dimensional memristive deep neural network with programmable attention mechanism, Hongyu An, Kangjun Bai, and Yang Yi

Link

Comparison between Two-Level and Modular Multilevel Converters in High Voltage Direct Current Systems under Fault Conditions, Mikaela T.M. Barra, Maxwel S. Santos, Victor R.F.B. De Souza, Flavio B. Costa, Luciano S. Barros, and Yunting Liu

Link

3-D printed soft magnetic helical coil actuators of iron oxide embedded polydimethylsiloxane, Rasoul Bayaniahangar, Shahab Bayani Ahangar, Zhongtian Zhang, Bruce P. Lee, and Joshua M. Pearce

Link

The Michigan Tech autonomous winter driving data set: Year two, Jeremy Bos, Akhil Kurup, Derek Chopp, and Zach Jeffries

Link

Estimating volume turbulence from light-fields, Jeremy Bos and Ashfiqur Rahman

Link

Image Analysis Method for Quantifying Snow Losses on PV Systems, Jennifer L. Braid, Daniel Riley, Joshua M. Pearce, and Laurie Burnham

Link

Systems Analysis Approach to Polyethylene Terephthalate and Olefin Plastics Supply Chains in the Circular Economy: A Review of Data Sets and Models, Utkarsh S. Chaudhari, Yingqian Lin, Vicki S. Thompson, Robert Handler, Joshua M. Pearce, Gerard T. Caneba, Prapti Muhuri, David Watkins, and David Shonnard

Link

Timeliness-Aware Incentive Mechanism for Vehicular Crowdsourcing in Smart Cities, Xianhao Chen, Lan Zhang, Yawei Pang, Bin Lin, and Yuguang Fang

Age-Stratified COVID-19 Spread Analysis and Vaccination: A Multitype Random Network Approach, Xianhao Chen, Guangyu Zhu, Lan Zhang, Yuguang Fang, Linke Guo, and Xinguang Chen

Link

Age-Stratified COVID-19 Spread Analysis and Vaccination: A Multitype Random Network Approach, Xianhao Chen, Guangyu Zhu, Lan Zhang, Yuguang Fang, Linke Guo, and Xinguang Chen

Link

Effect of loss on linear optical quantum logic gates, James E. Davis and Durdo O. Guney

PDF

Sliding mode control of a nonlinear wave energy converter model, Tania Demonte Gonzalez, Gordon Parker, Enrico Anderlini, and Wayne Weaver

Link

Energy-Efficient UAV-Aided Target Tracking Systems Based on Edge Computing, Xiaoheng Deng, Jun Li, Peiyuan Guan, and Lan Zhang

Link

Electric vehicle charging potential from retail parking lot solar photovoltaic awnings, Swaraj Sanjay Deshmukh and Joshua M. Pearce

Link

Potential of microbial protein from hydrogen for preventing mass starvation in catastrophic scenarios, Juan B. García Martínez, Joseph Egbejimba, James Throup, Silvio Matassa, Joshua M. Pearce, and David C. Denkenberger

Link

Parameterized Interference Cancellation for Single-Carrier Underwater Acoustic Communications, Wei Ge, Zhaohui Wang, Jingwei Yin, and Xiao Han

PDF

Open Source 3D-Printable Planetary Roller Screw for Food Processing Applications, Marcello C. Guadagno, Jacob M. Loss, and Joshua M. Pearce

Link

A review of the value of solar methodology with a case study of the U.S. VOS, Kaomi Soulemane Hayibo and Joshua M. Pearce

Link

Impact of Online Worksheets Versus In-class Printed Worksheets on Students’ Learning Outcomes and Content Mastery, Paniz Khanmohammadi Hazaveh and Linda Wanless

Link

Light Field Compression by Residual CNN-Assisted JPEG, Eisa Hedayati, Timothy C. Havens, and Jeremy Bos

Link

The Impact of ABET Accreditation on Power Engineering Educational Programs, G. Thomas Heydt and Leonard J. Bohmann

Link

Geographic potential of shotcrete photovoltaic racking: Direct and low-concentration cases, Madeleine R. Hollman and Joshua M. Pearce

Link

Implementation of Secure Sampled Value (SeSV) Messages in Substation Automation System, Junho Hong, Ramya Karnati, Chee Wooi Ten, Soonwoo Lee, and Sungsoo Choi

PDF

Open source vacuum oven design for low-temperature drying: Performance evaluation for recycled pet and biomass, Benjamin R. Hubbard, Lindsay I. Putman, Stephen Techtmann, and Joshua M. Pearce

Link

Collimation effects controlled by near-zero refractive indices in highly anisotropic dielectric photonic crystals: Simulation and experiment, Saeid Jamilan, Muhammad Danyal, and Elena Semouchkina

Link

Extra high-Q resonances and extraordinary transparency in finite fragments of dielectric metasurfaces: Prospects for 5G applications, Saeid Jamilan, Varsha Vijay Kumar, Muhammad Danyal, and Elena Semouchkina

Link

Using self-collimated wave-guiding in invisibility cloaks, Saeid Jamilan and Elena Semouchkina

Link

Analog of electromagnetically induced transparency in metasurfaces composed of identical dielectric disks, Saeid Jamilan, George Semouchkin, and Elena Semouchkina

Link

MUONS path planning performance for a vehicle with complex suspension in Unreal, Zach Jeffries, Casey Majhor, Jake Carter, Sam Kysar, and Jeremy Bos

Link

Optoelectronic properties: Carrier transport, recombination, and stability, Lihong Heidi Jiao and Joshua M. Pearce

Link

Online Sequential Learning of Fuzzy Measures for Choquet Integral Fusion, Siva K. Kakula, Anthony Pinar, Timothy C. Havens, and Derek T. Anderson

Link

Effects of Non-Speech Auditory Cues on Control Transition Behaviors in Semi-Automated Vehicles: Empirical Study, Modeling, and Validation, Sangjin Ko, Kyle Kutchek, Yiqi Zhang, and Myounghoon Jeon

Link

Supervised Terrain Classification with Adaptive Unsupervised Terrain Assessment, Akhil Kurup, Sam Kysar, Jeremy P. Bos, Paramsothy Jayakumar, and William Smith

Link

Unstructured with a Point: Validation and Robustness Evaluation of Point-Cloud Based Path Planning, Sam Kysar, Jeremy Bos, Akhil Kurup, Zach Jeffries, Jake Carter, Casey Majhor, Paramsothy Jayakumar, and William Smith

Link

A Coalitional Cyber-Insurance Design Considering Power System Reliability and Cyber Vulnerability, Pikkin Lau, Lingfeng Wang, Zhaoxi Liu, Wei Wei, and Chee Wooi Ten

Link

An Actuarial Framework for Power System Reliability Considering Cybersecurity Threats, Zhaoxi Liu, Wei Wei, Lingfeng Wang, Chee Wooi Ten, and Yeonwoo Rho

Link

Supervised Learning for Performance Prediction in Underwater Acoustic Communications, Evan Lucas and Zhaohui Wang

Link

Conceptual design and rationale for a new agrivoltaics concept: Pastured-raised rabbits and solar farming, Will Lytle, Theresa K. Meyer, Nagendra Gautam Tanikella, Laurie Burnham, Julie Engel, Chelsea Schelly, and Joshua M. Pearce

PDF

Progressive poling of large area, high r33 electro-optic polymer seo100c, Michael Maurer, Evan Gawron, and Christopher Middlebrook

PDF

U.S. Potential of sustainable backyard distributed animal and plant protein production during and after pandemics, Theresa K. Meyer, Alexis Pascaris, David Denkenberger, and Joshua M. Pearce

Link

Cable deployment system for unmanned ground vehicle (UGV) mobile microgrids, John Naglak, Caleb Kase, Max McGinty, Casey D. Majhor, Carl S. Greene, Jeremy Bos, and Wayne Weaver

Link

Bisection Search of Faulted Segment Based on Radially Energized Distribution Feeder, Anurag Nagpure, Anamika Dubey, and Chee Wooi Ten

Link

Extrinsic Calibration of Radar Mount Position and Orientation with Multiple Target Configurations, Kunle T. Olutomilayo, Mojtaba Bahramgiri, Saeid Nooshabadi, and Daniel R. Fuhrmann

Link

Trailer angle estimation using radar point clouds, Kunle T. Olutomilayo, Mojtaba Bahramgiri, Saeid Nooshabadi, Jin Hyoung Oh, Mohsen Lakehal-Ayat, Douglas Rogan, and Daniel R. Fuhrmann

PDF

Decarbonizing rural residential buildings in cold climates: A techno-economic analysis of heating electrification, Filippo Padovani, Nelson Sommerfeldt, Francesca Longobardi, and Joshua M. Pearce

Link

Decision-Making for Autonomous Mobility Using Remotely Sensed Terrain Parameters in Off-Road Environments, Vijitashwa Pandey, Jeremy Bos, Jordan Ewing, Sam Kysar, Thomas Oommen, William Smith, Paramsothy Jayakumar, and David Gorsich

PDF

Authors from all over the world share their tech in HardwareX to battle COVID-19, Joshua M. Pearce

PDF

Economics of Grid-Tied Solar Photovoltaic Systems Coupled to Heat Pumps: The Case of Northern Climates of the U.S. and Canada, Joshua M. Pearce and Nelson Sommerfeldt

Link

Open Source Filament Diameter Sensor for Recycling, Winding, and Additive Manufacturing Machines, Aliaksei Petsiuk and Joshua M. Pearce

Link

Effects of perturbed depth sensors in autonomous ground vehicles, Anthony Pinar, Adam J. Webb, Jessica L. Brown, Timothy C. Havens, Brendan Alvey, Guilherme N. DeSouza, and et. al.

Link

A machine learning framework for predicting the shear strength of carbon nanotube-polymer interfaces based on molecular dynamics simulation data, Aowabin Rahman, Prathamesh Prashant Deshpande, Matthew Radue, and Gregory M. Odegard

Link

Drivable path detection using CNN sensor fusion for autonomous driving in the snow, Nathir A. Rawashdeh, Jeremy Bos, and Nader J. Abu-Alrub

Link

Real Time Deconvolution of Adaptive Optics Ground Based Telescope Imagery, Toby Sanders, Robert Hedges, Timothy Schulz, Melena Abijaoude, John Peters, Michael Steinbock, Anastacio Arreola, and Timothy Holmes

Link

Possible Leaky Wave Antennas for Propagation Therapy using SAR Analysis, Masoud Sarabi and Warren F. Perger

Link

Photon-limited bounds for phase retrieval, Timothy J. Schulz, David J. Brady, and Chengyu Wang

Link

Dielectric Metamaterials and Metasurfaces in Transformation Optics and Photonics, Elena Semouchkina

Link

Performance and analysis of retail store-centered microgrids with solar photovoltaic parking lot, cogeneration, and battery-based hybrid systems, Kunal K. Shah, Dane George, Lukas Swan, and Joshua M. Pearce

Link

Security Improvements for Connected Vehicles Position-Based Routing, Andrey Silva, Lucas Silva, Aurenice M. Oliveira, and Aldebaro Klautau

Link

Cross-Track-Compensated Pure Pursuit Control of an Autonomous Vehicle on Low-Friction Surfaces, Nathan Spike, Darrell Robinette, Jeremy Bos, Derek Chopp, and Akhil Kurup

Link

Demonstration of the integrated rural energy planning framework for sustainable energy development in low-income countries: Case studies of rural communities in Nigeria, B. Ugwoke, S. Sulemanu, S. P. Corgnati, P. Leone, and J. M. Pearce

Link

Study and Investigation of Transformer Turn-to-Turn winding faults using Park's vector, Hemanth Kumar Vemprala, Md Aamir Rahmani, and Bruce A. Mork

Link

A Blockchain-Based Human-to-Infrastructure Contact Tracing Approach for COVID-19, Danxin Wang, Xianhao Chen, Lan Zhang, Yuguang Fang, and Chuanhe Huang

Link

A Blockchain-Based Human-to-Infrastructure Contact Tracing Approach for COVID-19, Danxin Wang, Xianhao Chen, Lan Zhang, Yuguang Fang, and Chuanhe Huang

Link

Atmospheric turbulence characterization through multiframe blind deconvolution, Adam J. Webb, Michael C. Roggemann, and Matthew R. Whiteley

Link

A Variational Auto-Encoder Model for Underwater Acoustic Channels, Li Wei and Zhaohui Wang

Link

Recurrent networks for direction-of-arrival identification of an acoustic source in a shallow water channel using a vector sensor, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

Link

Recurrent networks for direction-of-arrival identification of an acoustic source in a shallow water channel using a vector sensor, Steven Whitaker, Andrew Barnard, George D. Anderson, and Timothy C. Havens

Link

Uncertain Inference Using Ordinal Classification in Deep Networks for Acoustic Localization, Steven Whitaker, Zach Dekraker, Andrew Barnard, Timothy C. Havens, and George D. Anderson

Link

Soft Overlapping Community Detection in Large-Scale Networks via Fast Fuzzy Modularity Maximization, Sakineh Yazdanparast, Timothy C. Havens, and Mohsen Jamalabdollahi

Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning, Xiaoyong Yuan, Xiyao Ma, Lan Zhang, Yuguang Fang, and Dapeng Wu

Link

Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning, Xiaoyong Yuan, Xiyao Ma, Lan Zhang, Yuguang Fang, and Dapeng Wu

Link

Design of a Portable Levitating Ball PID Control Trainer System and Curriculum for Electrical Engineering Technology Students, Kevin Zender, Corey Blankenship, Tyson Joseph Bethke, and Nathir A. Rawashdeh

Link

Sensing to Learn: Deep Learning Based Wireless Sensing via Connected Digital and Physical Experiments, Lan Zhang, Xianhao Chen, Yawei Pang, and Xiaoyong Yuan

Works from 2020

Link

Erratum: Search for photons with energies above 1018 eV using the hybrid detector of the Pierre Auger Observatory (Journal of Cosmology and Astroparticle Physics (2017) 4 (9) DOI: 10.1088/1475-7516/2017/04/009), A. Aab, P. Abreu, M. Aglietta, I. Al Samarai, I. F.M. Albuquerque, I. Allekotte, A. Almela, J. Alvarez Castillo, J. Alvarez-Muñiz, G. A. Anastasi, L. Anchordoqui, B. Andrada, B. Fick, R. Kieckhafer, D. F. Nitz, and et. al.

PDF

Mechanical Properties of Direct Waste Printing of Polylactic Acid with Universal Pellets Extruder: Comparison to Fused Filament Fabrication on Open-Source Desktop Three-Dimensional Printers, Arthur Alexandre, Fabio A. Cruz Sanchez, Hakim Boudaoud, Mauricio Camargo, and Joshua M. Pearce

Link

Scaling of greenhouse crop production in low sunlight scenarios., Kyle A. Alvarado, Aron Mill, Joshua M. Pearce, Alexander Vocaet, and David Denkenberger

Link

Powering next-generation industry 4.0 by a self-learning and low-power neuromorphic system, Hongyu An, Dongsam Ha, and Yang Yi

Link

Angular anisoplanatism in non-Kolmogorov turbulence over horizontal and slant paths, Jeffery R. Beck and Jeremy P. Bos

Link

Angular anisoplanatism in non-Kolmogorov turbulence over horizontal paths, Jeffrey R. Beck and Jeremy Bos

Link

Vacuum outgassing characteristics of unpigmented 3D printed polymers coated with atomic layer deposited alumina, Nupur Bihari, Ismo T.S. Heikkinen, Giovanni Marin, Craig Ekstrum, Pierce Mayville, Shane Oberloier, Hele Savin, Maarit Karppinen, and Joshua M. Pearce

Link

Single shot scene recovery via the bispectrum, Jeremy Bos

Link

Autonomy at the end of the Earth: An inclement weather autonomous driving data set, Jeremy P. Bos, Derek Chopp, Akhil Kurup, and Nathan Spike