October 17, 2003

1

Agenda IEEE National Aerospace & Electronics Conference

(NAECON 2018) July 23–July 26, 2018

Luncheons, Banquet & Tutorials (Included with Conference Registration)

Holiday Inn, 2800 Presidential Drive, Fairborn, OH 45324

2

3

PROGRAM CONTENTS Agenda At-A-Glance Back Cover

Detailed Agenda

Plenary Abstracts (Tuesday-Thursday)

Track Abstracts (Tuesday)

Track Abstracts (Wednesday)

Track Abstracts (Thursday)

Poster Session Abstracts (Wednesday-Thursday)

Holiday Inn Dayton/Fairborn I-675 Venue Floorplan

4

5

6

Detailed Agenda Day 1 – Tutorials-Monday, July 23, 2018

Coffee Break 3:15pm – 3:30pm

Time Event Location 12:00-3:00pm Registration Ballroom Foyer

Tutorial A (1:00 pm - 5:15 pm) Visual Perception and Autonomy, Ballroom

Organized by Dr. Vijay Asari, and Dr. Theus Aspirus, University of Dayton Tutorial B (1:00 pm – 5:15 pm) Deep Learning, Auditorium

Organized by Dr. Tarek Taha, University of Dayton

Day 2 – Tuesday, July 24, 2018

Time Event Location 7:00am-4:00pm Registration (All-Day) & Breakfast Ballroom Foyer 8:00am-8:15am Opening Ceremony (NAECON Committee) Ballroom

8:15am-9:00am Plenary Speaker 1

Dr. Steve Suddarth, Transparent Sky, LLC / Precision Vision Corp,

“3D for real-time virtual worlds from swarms”

Morning Sessions 9:00am-12:00pm (Coffee Break 10:30am-10:45am)

Title Location

Low SWaP Sensor Processing (9:00am-10:40am) Ballroom Cyber Security & Trusted Systems I (10:55am-12:05pm) Ballroom Machine Learning, Guidance & Control I (9:00am-12:15pm) Auditorium Aerospace Power Systems and Power Electronics (9:00am-12:15pm) Kitty Hawk

9:00am-10:40am Low SWaP Sensor Processing Ballroom Chairs: Kerry Hill and Al Scarpelli, (AFRL Sensors) 9:00am-9:20am Onboard Image Processing for Small Satellites, Austin Arechiga, Virginia Tech 9:20am-9:40am Rapid Maturation of RADAR Processing Algorithms from Prototype to High-Throughput Solutions, Chris McGuinness, UDRI Sensor APEX 9:40am-10:00am Accelerating Inference in Long-Short Term Memory Neural Networks, Thomas Mealey, Mathworks Inc. 10:00am-10:20am Optimization and Investigation of Multicore SoCs for On-Board Feature Detection and Segmentation of Images, Barath Ramesh, University of Pittsburgh 10:20am-10:40am Generalized Power Modeling for Deep Learning, Tarek Taha, University of Dayton

10:55am-12:05pm Cyber Security & Trusted Systems I Ballroom

7

Chairs: Nicholas Kovach (AFRL Sensors) and Temesgen Kebede (University of Dayton) 10:55am-11:25am Protecting Embedded Systems from Zero-Day Attacks, Stephen Taylor, Dartmouth College (Invited) 11:25am-11:55am A Novel FPGA-based LFSR PUF Design for IoT and Smart Applications, Fathi Amsaad, University of Southern Mississippi 11:45am-12:05am Unauthentic IC Countermeasures for Future Integrity of the Semiconductor Supply Chain, Pallavi Ebenezer, Iowa State University

9:00am-12:15pm Machine Learning, Guidance & Control I Auditorium Chairs: Gary Lamont (AFIT), Trevor Bihl (AFRL Sensors) and Matthew Sambora (AFLCMC) 9:00am-9:20am Design of a Stochastic Basis Function Artificial Neural Network Controller for Quadrotors Flight in the Presence of Model and Aerodynamic Uncertainties Ahmed Mekky, Old Dominion University 9:20am-9:40am Development of an Intelligent Reconfigurable Control System for Commercial Aircrafts, Kevin Terrell, Tennessee State University 9:40am-10:00am Design and Implementation of Nonlinear Control Methods on 3DOF Helicopter via Micro-Controller, Ajit Veeraboina, University of Dayton 10:00am-10:20am 3-D Graphical Representation for Indoor Objects Based on A Bayesian Model, Tarek Elderini, University of North Dakota 10:20am-10:40am Verification of Random Number Generators for Embedded Machine Learning, Jonathan Lockhart, University of Cincinnati

Coffee Break 10:55am-11:15am Neural Networks for Automatic Target Recognition from an Unmanned Aerial System, Syama Chauduri, University of Virginia 11:15am-11:35am A Leaf Recognition Based Approach for Plant Classification Using Machine Learning Strategy, Redha Ali, University of Dayton

11:35am-11:55am Two-Pursuer One-Evader Pursuit Evasion Differential Game, Zacharia Fuchs, Wright State University

11:55am-12:15am A Rapid Situational Awareness Development Framework for Heterogeneous Manned-Unmanned Teams, Aditya Das, University of Texas at Arlington

9:00am-12:15pm Aerospace Power Systems and Power Electronics Kitty Hawk Chairs: Zhenhua Jiang (University of Dayton Research Institute) and John Nairus, AFRL Aerospace Systems 9:00am-9:30am Future Trends in Aircraft Electrical Power Systems, John Nairus, AFRL (Invited) 9:30am-9:50am Experimental Temperature Dependent qd Parameter Estimation for an Aerospace Synchronous Machine, Brett Robbins, PC Krause & Associates 9:50am-10:10am A Model-Based Multi-Objective Optimization for High Efficiency and High Power Density Motor Drive Inverters for Aircraft Applications, Yingzhuo Chen, Ohio State University 10:10am-10:30am Model-Based Design and Real-Time Testing of Commercial More-Electric Aircraft Power Systems, Zhenhua Jiang, University of Dayton Research Institute

Coffee Break 10:45am-11:15am Future Electrification Beyond More Electric Aircraft, Hao Huang, GE EPISCenter (Invited) 11:15am-11:45am Virtual Testing of More Electric Technologies in Aerospace, Charles Fallaha, OPAL-RT Technologies Inc. (invited) 11:45am-12:05pm Holistic control of three-phase bidirectional rectifiers, Alexei Nikitin, Nonlinear LLC

12:15pm–1:30pm Luncheon Ballroom

Keynote Speaker: Dr. Alberto Valdes-Garcia, IBM

8

Title: “Vertical integration for mmWave systems: Building a bridge between antennas and AI”

Afternoon Sessions 1:45pm-5:45pm (Coffee Break 3:30pm-3:45pm)

Title Location

Cyber Security & Trusted Systems II (1:45pm-5:45pm) Ballroom Machine Learning, Guidance & Control II (1:45pm-3:15pm) Auditorium Digital Signal Processing (3:45pm-5:45pm) Auditorium Photonics and Electro-Optics (1:45pm-5:45pm) Kitty Hawk

1:45pm-5:45pm Cyber Security & Trusted Systems II Ballroom Chairs: Nicholas Kovach (AFRL Sensors) and Temesgen Kebede (University of Dayton) 1:45am-2:05pm Hardware Trojan Detection using Xilinx Vivado, Ryan Marlow, Graf Research Corp 2:05pm-2:25pm Big Data Analytics of Network Traffic and Attacks, Lidong Wang, Mississippi State University 2:25pm-2:45pm Combination of Pattern Recognition and Deep Learning based Architectures to Overcome Lack of Training Data and its Application for Malware Classification, Temesgen Kebede, University of Dayton 2;45pm-3:05pm Use of Topological Vulnerability Analysis for Cyber-physical Vulnerability Analysis of Platform Information Technology, Ronald Fernandes, Knowledge Based Systems Inc. 3:05pm-3:25pm Use of Topological Vulnerability Analysis for Cyber-physical Vulnerability Analysis of Platform Information Technology Detecting Malicious Assembly with Deep Learning, Michael Santacroce, University of Cincinnati

Coffee Break 3:45pm-4:05pm Guiding Software Evolution with Binary Diversity, Jeremiah Greer and Samuel Toth, University of Cincinnati 4;05pm-4:25pm Spectrum Sensing Falsification Detection, John Kelly, Air Force Research Lab 4:25pm-4:45pm A Signal Verification Approach to Cognitive Radio Network Security, Md Tanzin Farhat, University of Toledo 4:45pm-5:05pm A Framework and Taxonomy for Aviation Cybersecurity, John Haass, Embry Riddle Aeronautical University 5:05pm-5:25pm Cross-domain Autonomous Communication Protocol for DTN, Mehmet Yavuz Adalier, Antara Teknik LLC 5:25pm-5:45pm FPGA IP Obfuscation using Ring Oscillator Physical Unclonable Function, Noor Ahmad Hazari, University of Toledo

1:45pm-3:30pm Machine Learning, Guidance & Control II Ballroom Chairs: Gary Lamont (AFIT), Trevor Bihl (AFRL) and Matthew Sambora (AFLCMC) 1:45am-2:15pm Invited (Intel TBD) 2:15pm-2:35pm Access Points Selection Using Particle Swarm Optimization in Indoor Positioning Systems, Abed Ahmed, Western Michigan University 2:35pm-2:55pm Nonlinear Model Predictive Motion Control of Differential Wheeled Robots, Seyed Ata Raziei, University of Dayton 2;55pm-3:15pm Interaction of Fractional Order Adaptive Law and Fractional Order PID Controller for The Ball and Beam Control System, Mohamed Aburakhis, University of Dayton

3:45pm-5:45pm Digital Signal Processing I Auditorium Chairs: Russ Hardie (University of Dayton) 3:45pm-4:05pm Performance Analysis of Feature Selection Techniques for Support Vector Machine and its Application for Lung Nodule Detection, Barath Narayanan, University of Dayton

9

4:05pm-4:25pm Parallelized Interactive Machine Learning on Autonomous Vehicles in Simulated Environment, Xi Chen, University of Kentucky 4:25pm -4:45pm Real-time 3D scene reconstruction and localization with surface optimization, Ruixu Liu, University of Dayton 4:45pm-5:05pm Multiple Objects Detection using HSV, Md Safiul Islam, Florida State University 5:05pm-5:25pm Harmonic Distortion Estimate for Damage Detection, Pietro Burrascano, University of Perugia 5:25pm-5:45pm Improved Prediction of Pedestrian Heading Angle and Acceleration from ADAS Camera Data, Jiayu Guo, Rose Hulman Institute of Technology

1:45pm-5:45pm Photonics & Electro-Optics Kittyhawk Chairs: Nicholaos Limberopoulos (AFRL), Paul McManamon (University of Dayton and Exciting Technology) 1:45pm-2:05pm Infrared Laser Satellite-Aircraft Communication, Paul Christopher, PFC Associates

2:05pm-2:35pm Revival of Polycrystalline PbSe Technology for Low Cost MWIR FPA Production, Sung-Shik Yoo, Northrop Grumman (Invited) 2:35pm-3:05pm Direct integration of III-V MWIR detectors with Si-based integrated circuits: Material Growth and Device Schemes, Minh Nguyen, HRL (Invited) 3:05pm-3:35pm Engineered Materials for Next Generation EO/IR Sensors, Clara Rivero Baleine, Lockheed Martin (Invited)

Coffee Break 3:45pm-4:05pm Plasmonic Double Pointed Dipole Photonic Antenna Enhanced IR Photodetector, Ainaz Ghafary Aghadam, University of Massachusetts at Lowell 4:05pm-4:25pm Microconical Arrays as Novel Light-Concentrating Structures for MWIR FPAs, Aaron Brettin, University of North Carolina at Charlotte 4;25pm-4:45pm Optimal Sphere-Sensor Size Ratio Determination to Increase Photodetector Sensitivity, Dalila Megherbi, University of Massachusetts at Lowell 4:45pm-5:15pm The Art of the Impossible: Sorting Dielectric Microspheres by using Light, Vasily Astratov, University of North Carolina at Charlotte (Invited) 5;15pm-5:45pm Rigorous Approach to Simulate Electromagnetic Interactions in Biological Systems, Kenneth Allen, GTRI (Invited)

NAECON RECEPTION (HOLIDAY INN) (5:45pm – 7:30pm) Ballroom Foyers Sponsored by IEEE DAYTON PEAL CHAPTER

Day 3 – Wednesday, July 25, 2018

Time Event Location 7:30am-8:30am Registration (All-Day) & Breakfast Ballroom Foyer

Morning Sessions 8:30am-12:00pm (Coffee Break 10:15am-10:30am) Title Location

Deep Learning & AI I (8:30am-11:40pm) Ballroom Digital Signal Processing II (8:30am-10:10am) Auditorium Emerging Electronics and Microsystems I (10:30am-12:00pm) Auditorium Radar, Tomography, THz and EW I (8:30am-11:50pm) Kitty Hawk

8:30am-11:40am Deep Learning & AI I Ballroom Chairs: Tarek Taha and Nilesh Powar (University of Dayton)

8:30am-9:10am TBD (Invited)

10

9:10am-9:30am High Speed Approximate Cognitive Domain Ontologies for Asset Allocation based on Isolated Spiking Neurons Chris Yakopcic, University of Dayton 9:30am-9:50am Performance Comparison among the Approximate Algorithms of M by N Task Assignment Problem for Low Power Devices Nayim Rahman, University of Dayton 9:50am-10:10am Knowledge Acquisition in the Cockpit Using One-Shot Learning, Evana Gizzi, Tufts University

Coffee Break 10:40am-11:00am Convolutional Neural Networks for Aerial Vehicle Detection and Recognition, Amir Soleimani, West Virginia University 11:00am-11:20am A Multi-Modular Sensor Fusion and Decision-Making Approach for Human-Machine Teaming, Mohammed Thanoon, Tennessee State University 11:20am-11:40am Improving Inertial Sensor by Reducing Errors using Deep Learning Methodology, Hua Chen, University of Dayton

8:30am-9:50am Digital Signal Processing II Auditorium Chairs: Russell Hardie (University of Dayton)

8:30am-8:50am Analysis of Scattering Anisotropy in Circular SAR Based on Aspect Entropy, Fei Teng, Chinese Academy of Sciences 8:50am-9:10am Road Pothole Detection System Based on Stereo Vision, Daniel Weyer, Case Western Reserve University 9:10am-9:30am Demonstration of Thermo-Optical Infrared Image Defocus and Correction, Woo-Yong Jang, University of Dayton Research Institute 9:30am-9:50am An Exploration of FPGA based Multilayer Perceptron using Residue Number System for Space Applications Shivang Bharadwaj, Avi Jain, Manipal Academy of Higher Education, India 9:50am-10:10am Improved Image Processing in Quaternary Logic, Supriya Karmakar, Farmingdale State College-SUNY

10:30am-12:00pm Emerging Electronics and Microsystems I Auditorium Chairs: Soumyajit Mandal (Case Western Reserve University) and Vamsy Chodavarapu (University of Dayton) 10:30am-11:00am Gate Controlled 3-Terminal Resistive Random Access Memory Devices for Reconfigurable, Neuromorphic, and Trusted Microelectronics, Rashmi Jha, University of Cincinnati (Invited) 11:00am-11:20am Experimental Study for Memristor Reliability and the Properties Required for use in Neuromorphic Hardware, Ayesha Zaman, University of Dayton 11:20am-11:40am Ultra-sensitive label-free dopamine detection with aptamer-functionalized ZnO TFT biosensor, Abhijit Barua, University of Cincinnati 11:40am-12:00pm Effects of control-FET gate resistance on false turn-on in GaN based point of load converter, Koganti Naga Babu, University of Toledo

8:30am-11:50am Radar, Tomography, THz, and EW I Kitty Hawk Chairs: Mike Wicks (University of Dayton), Brian Rigling (Wright State University), Bob Penno (University of Dayton 8:30am-8:50am Electronic Protection Using two Non-coherent Marine Radars, Turki Alanazi, University of Dayton 8:50am-9:10am Practical design considerations for broadband cognitive radio systems: Co-existence, Jian Shao, Texas A&M University 9:10am-9:30am Wideband Phased Array Antenna Design With Fragmented Combiner Technology, Kenneth Allen, Georgia Tech University 9:30am-9:50am A Low-Complexity Nonparametric STAP Detector, Ioannis Psaromiligkos, McGill University 9:50am-10:10am Practical Considerations for Broadband Cognitive Radio Systems: On-Chip, Aydin Karsilayan, Texas A&M University

11

Coffee Break

10:30am-10:50am Synthetic Aperture Radar (SAR) Signal Processor Architecture Design, Ashfanbhai Vahora, Texas A&M University 10:50am-11:10am Improving Below Ground Radar Imagery of Targets Obscured by Metal Plates, Abdunasar Abdusamad, University of Dayton 11:10am-11:30am Suppression of Strong Sidelobes Masking Weak Targets Using Multiplicative Algebraic Reconstruction Techniques (MART), Muftah Akroush, University of Dayton 11:30am-11:50am RF Tomographic Reconstruction based on Artificial Neural Network, Jia Li, Oakland University

12:00pm–1:15pm Luncheon Ballroom

Keynote Speaker: Steve Rogers, Senior Scientist, Autonomy Lead, AFRL “Autonomy Way Forward“

1:15pm-2:00 pm Plenary 2 Speaker Ballroom

Paul Karam, Director of Engineering, Quanser “Open Architecture Design Environment for Unmanned Systems Research”

Afternoon Sessions 2:15pm-5:00pm (Coffee Break-3:15pm-3:30pm)

Title Location

Deep Learning & AI II (2:15pm-5:10pm) Ballroom Emerging Electronics and Microsystems II (2:15pm-4:40pm) Auditorium Radar, Tomography, THz, and EW II (2:15pm-5:00pm) Kitty Hawk

2:15pm-5:15pm Deep Learning & AI II Ballroom Chairs: Tarek Taha and Nilesh Powar (University of Dayton) 2:15pm-2:45pm The 3rd Wave of Machine Intelligence (3MI), Brian Womack, Intel Saffron (Invited) 2:45pm-3:05pm A comparative study of different curve fitting Algorithms in Artificial Neural Network using Housing Dataset, Ali Al Bataineh, University of Toledo

Coffee Break 3:30pm-3:50pm Machine Learning Applied to an RF Communication Channel, Mathew McCaskey, Comsat Architects 3:50pm-4:10pm Designed Complex Adaptive Systems Exhibiting Weak Emergence, Kerry Neace, JHU/APL 4:10pm-4:30pm Microscopic Blood Cell Classification using Inception Recurrent Residual Convolutional Neural Networks, Md Zahangir Alom, University of Dayton 4:30-4:50pm Enhancing the Parallelization of Back Propagation Neural Network Algorithm for Implementation on FPGA Platform, Ali Al Bataineh, University of Toledo 4:50-5:10pm Machine Learning based modeling attacks on Configurable Physical Unclonable Functions, Sharad Kumar, University of Toledo

2:15pm-4:40pm Emerging Electronics and Microsystems II Auditorium Chairs: Soumyajit Mandal (Case Western Reserve University) and Vamsy Chodavarapu (University of Dayton)

12

2:15pm-2:35pm Reliability Analysis of Nano-CMOS Logic Gates under Process Induced Variations, Srinivasa Vemuru, Ohio Northern University 2:35pm-2:55pm Unique Geometries on Microswitches Using Grayscale Lithography, Paul Michaud, AFIT 2:55pm-3:15pm MEMS Variable Area Capacitor for Room Temperature Electrometry, George Underwood, AFIT

Coffee Break 3:30pm-4:00pm Integrating SOI Nanoelectromechanical Systems (NEMS) with CMOS for ‘More than Moore, Philip Feng, Case Western Reserve University (Invited) 4:00-4:20pm A Real-Time Automatic Phase-Noise-Locked Loop (PNLL) for MEMS-Referenced Oscillators, Mohammad Islam, Case Western Reserve University 4:20-4:40pm A Generalized 1-Dimensional Temperature Model for Mass Via Arrays (MVA), Devin Smarra, University of Dayton

2:15pm-5:15pm Radar, Tomography, THz, EW II Auditorium Chairs: Mike Wicks, (University of Dayton), Brian Rigling (Wright State University), and Bob Penno (University of Dayton 2:15pm-2:35pm Impact of dielectric and magnetic losses on the negative index characteristics of a dispersive chiral material with first-order sideband dispersion, Salah Bugoffai, University of Dayton 2:35pm-2:55pm Integrating Vanadium Dioxide Switch Technology in Reconfigurable Antennas at the mmWave Bands, Kenneth Allen, Georgia Tech University 2:55pm-3:15pm Electromagnetic Propagation across Dispersive Chiral Boundaries Using Discrete Spectral Frequencies and Phasor Approach to Fresnel Coefficients, Rajab Ataai, University of Dayton

Coffee Break 3:30pm-3:50pm Effects of Manufacturing Errors on Performance of CFRP Radar Absorbing Materials, Joseph O'Donnell, Penn State University 3:50-4:10pm Operational reliability of radar systems, Tyler Ridder,Penn State University 4:10-4:30pm AoA Estimation Using an Array of Diversely Polarized Microstrip, Faraj Abdelhafeid, University of Dayton 4:30pm-4:50pm Indium Tin Oxide/ Barium Strontium Titanate THz Sensor Antenna, Ibrahim Abdel-Motaleb, Northern Illinois University

5:00PM-6:00PM Poster Session II Judging of Posters for Awards Ballroom Foyers & Kittyhawk Chairs: Kenneth Simone (University of Dayton Research Institute) and Bob Penno, (University of Dayton)

6:00pm-9:00pm NAECON Banquet Ballroom

7:15pm NAECON Banquet Speaker:

Fred Moorefield, Director, Spectrum Policy & International Engagements, Office of the Department of Defense Chief Information Officer

“Title: Spectrum Evolution Impact on Technology Innovation & Military Operational Dominance”

Day 4 – Thursday, July 26, 2018

13

Time Event Location 7:30am-8:30am Registration (Through 12:00pm) and Breakfast Ballroom Foyer

8:30am-9:15am: Plenary 3 Speaker: David Hahn, Army Research Lab,

“AI/ML for the US Army’s Terrestrial Robotics”

9:15am-10:00am: Plenary 4 Speaker: Dr. Brian Pierce, Director, DARPA I2O,

“Symbiosis Homo et Machina (Human-Machine Symbiosis)”

Morning Sessions 10:30am-12:00pm (Coffee Break: 10:15am-10:30am)

Title Location

Cooperative Autonomous Systems and Technology (10:30am-11:50pm) Ballroom Cyber Security, Trusted Systems & Open Agile Architectures III (10:30am-12:00pm) Auditorium Radar, Tomography, THz and EW III (10:30am-11:50pm) Kitty Hawk

Cooperative Autonomous Systems and Technology (CAST) (10:30am-11:50pm) Ballroom Chairs: Rob Williams (Discovery Lab Global) and Randy Geiger (Iowa State University) 10:30am-10:50am Design and implementation of a centralized system for autonomous unmanned aerial vehicle trajectory conflict resolution, Max Li, University of Pennsylvania 10:50am-11:10am Accommodating Plan Revisions with Multiple Agents for Local Search in Road Networks, DeVante Moore, Universal Technology Corp/Mississippi State University 11:10am-11:30am Connected Car Networking Francis Wolff, Case Western Reserve University 11:30am-11:50am Accelerated Probabilistic Optimization Solution to Autonomous Vehicles under Uncertain and Dynamic Environments, Zhenhua Jiang, University of Dayton Research Institute

Cyber Security, Trusted Systems & Open Agile Architectures (10:30am-12:00pm) Auditorium Chairs: Nicholas Kovach (AFRL Sensors) and Temesgen Kebede (University of Dayton) 10:30am-11:00am Open Standards and Government Reference Architect, Chris Garrett, AF Life Cycle Management Center Invited 11:00am-11:20am Effects of Information Security Policy Awareness on Employees’ Behavior: An Empirical Study, Ling Li, Old Dominion University 11:20am-11:40am Toward Rapid Integration in High Assurance Mission Systems, Vahid Rajabian-Schwart, AFRL 11:40am-12:00pm Ransomware Detection Using Limited Precision Deep Learning Structure in FPGA, Khaled Alrawashdeh, University of Cincinnati

Radar, Tomography, THz and EW (10:30am-11:50pm) Kittyhawk Chairs: Mike Wicks, (University of Dayton), Brian Rigling (Wright State University), and Robert Penno (University of Dayton) 10:30am-10:50am Analysis of Kinematic Model Effects on SAR ECM, David Pyles, MacAulay-Brown, Inc. 10:50am-11:10am Quantifying Error Estimates as Functions of Signal-to-Noise Ratio in a Multi-Tier Weak Radio Signal Detection Process with N Simultaneous Signals, Mary Lanzerotti, US Military Academy 11:10am-11:30am Radar Jamming Suppression using Clipping Based Pulse Integration, Sohail Ahmed, Air University

14

11:30am-11:50am Multifunctional Radar and Communications Waveform Using Chaos, Caden Pici, The Pennsylvania State University

Lunch 12:00pm-1:45pm (Buffett Lunch Followed by Panel Discussion) Ballroom

Engineering Entrepreneurship Panel

Panel Members: Mr. Scott Murphy, VP of Economic Development, Downtown Dayton Partnership

Dr. Vince Lewis, University of Dayton Mr. Scott Koorndyk, President, Entrepreneurs Center

1:45pm-3:45pm Poster Session II Judging of Posters for Awards Ballroom Foyers & Kittyhawk Chairs: Kenneth Simone (University of Dayton Research Institute) and Bob Penno, (University of Dayton)

3:45pm-4:30pm Plenary Session Ballroom

Dr. Chris Rodenbeck, US Naval Research Lab

“Harnessing Commercial Advances to Accelerate Aerospace Electronics S&T at Baseband through Millimeter Wave”

4:30pm-5:15pm Plenary Session Ballroom

Dr. Eric Blasch, Air Force Office of Scientific Research

“Autonomy in Use for Information Fusion Systems”

5:15pm-5:30pm Closing Session with Best Poster Paper Awards

Thank you for attending NAECON 2018!

15

Tutorials-Monday, July 23, 2018

Tutorial A 1300-1715

Visual Perception and Intelligence in Autonomous Systems

Presented by Drs. Vijayan K. Asari , Almabrok E. Essa , Theus H. Aspiras, University of Dayton and Dr.

Yakov Diskin, MZA Associates Corp

Description: This tutorial will demonstrate the computational intelligence associated with autonomous systems.

Various concepts will be presented at the tutorial, like data preprocessing, feature extraction, neural network-

based classification, and high-level decision making. Participants will see demonstrations of autonomous

systems for a variety of applications and will be able to utilize the concepts learned for application in other

areas.

Outline:

1. Introduction to Autonomous Systems

2. Autonomous System Basic Architecture

3. Advanced Methodologies in Visual Perception

4. Autonomous System Applications

Requirements and Target Audience :

1. Electrical Engineering, Computer Engineering, Computer Science, or any related field

2. Military and DoD

3. Biomedical and Human Performance

4. Machine Learning and Analysis Architectures

Tutorial B 1300-1715

Deep Learning: Theory, Tools, and Applications

Presented by Dr. Tarek Taha and Mr. Zahangir Alom, University of Dayton

Description: Deep Learning is a set of neural network based machine learning algorithms and has become

widely used in a large set of applications. This tutorial will cover the basic the basics of deep learning and go

over common tools used for deep learning.

Outline:

1. Neural Networks and the back-propagation training algorithm

2. Convolutional Neural Networks (CNN) and its variants

3. Auto-Encoder (AE) and Recurrent Neural Networks (RNN)

4. Generative models and reinforcement learning

5. Applications of deep learning in computer vision and medical imaging:

1. Classification

2. Segmentation

3. Detection

Requirements : Basic knowledge of pattern recognition. The tutorial will start with the basics of neural

networks and proceed to the latest deep learning networks.

16

Keynote/Plenary Presentations Tuesday-Thursday

Abstracts coming soon (See speaker web page)

17

Tuesday Track Abstracts

Abstracts coming soon

18

Wednesday Track Abstracts

Abstracts coming soon

19

Thursday Track Abstracts

Abstracts coming soon

20

POSTER SESSION Abstracts coming soon

Poster 1: A Bilevel Equalizer for Lithium Ion Batteries, Ngalula Sandrine Mubenga, University of Toledo Poster 2: Optimal Threshold Selection and Efficacy Evaluation for a Generic dc Series Arc Detection Algorithm, Eric Bauer, The Ohio State University Poster 3: Deep Reinforcement Learning for Autonomous Search and Rescue, Greg Wolffe, Grand Valley State University , Poster 4: MEMS Micromirror, Enoc Flores, AFIT Poster 5: An Adaptive Technique for Automatic Region Detection and Extraction of FTIR Spectral Material Absorption for MWIR Microsphere-Lens-Enhanced SLS Photodetectors, Dalila Megherbi, CMINDS/UMASS Lowell Poster 6: Plasma Treatment Effects on Nanocrystalline ZnO Thin-Film Transistors, Blaine Underwood Air Force Institute of Technology Poster 7: A Stencil Printed Textile-based Silver-Zinc Battery for Powering Sensors, Akash Kota, University of Dayton Poster 8: Frequency Analysis of a Stand-Alone Shoe-Mounted Localization Device, Pooya Merat McGill University Poster 9: AgilePod® Reconfigurable, Multi-INT Family of Pods, Daniel Koch, Air Force Manufacturing Technology Poster 10: Free Space Optical System Performance evaluation, Elforjani Jera, The University of Dayton Poster 11: Towards fabrication of mid-IR FPAs with enhanced sensitivity and reduced dark current by using integration with microspherical arrays, Aaron Brettin, University of North Carolina Charlotte Poster 12: Tracking a Moving Object for Tomographic Below Ground Imaging, Abdulhakim Daluom, University of Dayton Poster 13: Reconstruction of Reflector Surface Deformations using Back-Projection, Karthik Devarajan Raghunathan, University of Texas at Dallas Poster 14: Frequency Diverse Array Antenna for Tracking Low Earth Orbit Satellites, Issa M. Elbelazi, University of Dayton

21

Poster 15: Observation of the resonantly enhanced resolution of imaging of fluorescent nanospheres due to their coupling to the metallic nanoplasmonic arrays, Farzaneh Abolmaali, University of North Carolina at Charlotte Poster 16: Cooperative Autonomy - Through the Eyes of an Avatar, Robert Williams, Discovery Lab Global Poster 17: Visualization and Prediction of Aircraft Trajectory using ADS-B, Sai Teja Kanneganti, University of Oklahoma Poster 18: Safe Design of Controller for Smart Communicating Vehicles, Salam Hajja, Marshall University Poster 19: Voice controlled autonomous system for hazard detection and rescue operations, Muntaser Syed, Florida Institute of Technology Poster 20: Nuclei Segmentation with Recurrent Residual Convolutional Neural Network based U-Net (R2U-Net), Md Zahangir Alom, University of Dayton Poster 21: Superresolution imaging of fluorescent nanospheres by using high-index microspheres embedded in slabs with illumination provided by plasmonic array, Aaron Brettin, University of North Carolina Charlotte

22

23

Thanks to our Sponsors and Patrons!

PLATINUM PATRONS

BRONZE PATRONS

SPONSORS

TECHNICAL COLLABORATORS

24

NAECON-2018 Agenda At-A-Glance Start End

Day 1– Monday, July 23, 2018 Coffee Break: 15:00 -15:15

1300 1715 Tutorial A Visual Perception and Autonomy (Ballroom)

1300 1715 Tutorial B Deep Learning (Auditorium)

Day 2– Tuesday, July 24, 2018 Coffee Breaks: 10:30 – 10:45 , 15:30 -15:45

0800 0815 Welcome and Introductions (Ballroom)

0815 0900 Plenary 1, Dr. Steve Suddarth, Transparent Sky, LLC / Precision Vision Corp

0900 1030

Low SWaP Sensor Processing (9:00-10:40) Ballroom

Machine Learning, G&C (9:00-10:30) Auditorium

Aerospace Power (9:00-10:30) Kitty Hawk

1045 1215

Cyber Security (10:55–12:05) Ballroom

Machine Learning, G&C (10:45–12:15) Auditorium

Aerospace Power (10:45-12:15) Kitty Hawk

1215 1330 Keynote Luncheon: Ballroom

Keynote Speaker (12:45-13:30): Dr. Alberto Valdes-Garcia, IBM

1345 1745

Cyber Security (13:45–15:30) Ballroom Cyber Security (15:45-17:45) Ballroom

Machine Learning, G&C (13:45–15:30) Auditorium DSP (15:45-17:45) Auditorium

Photonics and EO (13:45–15:30) Kitty Hawk Photonics and EO (15:45-17:45) Kitty Hawk

1745 1930 NAECON RECEPTION (1745– 1930) Ballroom Foyers

Sponsored By IEEE DAYTON PEAL CHAPTER

Day 3– Wednesday, July 25, 2018 Coffee Break: 10:15 – 10:30 , Break 15:15 -15:30

0830 1200

Deep Learning & AI (8:30-10:15, 10:30-12:00) Ballroom

DSP (8:30-9:50) Auditorium Emerging Electronics & Microsystems (10:30-12:00) Auditorium

Radar, Tomography, THz, and EW (8:30-10:15, 10:30-12:00) Kitty Hawk

1200 1315 Keynote Luncheon: Ballroom

Keynote Speaker (12:30-13:15): Dr. Steve Rogers, AFRL

1315 1400 Plenary 2 (Paul Karam, Quanser)

1415 1700

Deep Learning & AI (14:15-15:05, 15:25-17:00) Ballroom

Emerging Electronics & Microsystems (14:15-15:05, 15:30-16:40) (Auditorium

Radar, Tomography, THz, and EW (14:15-15:15, 15:30-17:00) Kitty Hawk

1700 1800 Poster Session Part 1 (17:00-18:00) Ballroom Foyers & Kitty Hawk

1800 2100 NAECON BANQUET (18:00 PM – 21:00 PM) Ballroom

Keynote Banquet Speaker: Fred Moorefield, Director, Spectrum Policy & International Engagements, Office of DoD CIO

Day 4– Thursday, July 26, 2018 Coffee Breaks: 10:00 – 10:30, 15:15-15:30

0830 0915 Plenary 3, Dr. David Han, ARL

0915 1000 Plenary 4, Dr. Brian Pierce, DARPA

1030 1200

CAST/Autonomy (10:30–12:00) Ballroom

Cyber, Trust, Open and Agile Arch (10:30-12:00)

Auditorium

Radar, Tomography, THz, and EW (10:30-12:00)

Kitty Hawk

1200 1345 Luncheon with Industry Panel (12:30-13:45) Ballroom

1345 1545 Poster Session 2 With Judging (Includes Break) (Ballroom Foyers & Kitty Hawk)

1545 1715 Plenary 5, Dr. Eric Blasch, AFOSR

Plenary 6 Dr. Christopher Rodenbeck, NRL

1715 1730 Closing NAECON 2018 with Best Poster Paper Awards (Ballroom)