GH1*.7

Meteor Head Echo Detection via a Convolutional Neural Network Trained on Synthetic Radar Data

Trevor Hedges, Nicolas Lee, Sigrid Elschot, Stanford University, United States
Session:
GH1*: Meteors, Orbital Debris and Dusty Plasmas Lecture
Track:
Special Sessions
Location:
Room 155
Presentation Time:
Wed, 10 Jan, 10:40 - 11:00 MST (UTC -6)
Session Co-Chairs:
Sigrid Eischot, and Alex Fletcher,
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Presentation
Discussion
Resources
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Session GH1*
GH1*.1: Using Numerical Solutions of the Forced Korteweg-de Vries Equation and Particle-In-Cell Simulations to Study Solitons in Space Plasmas
Ashwyn Sam, Nicolas Lee, Sigrid Elschot, Stanford University, United States
GH1*.2: Satellite and Space Debris Identification by Measurements of Ionospheric Interactions
Paul Bernhardt, University of Alaska Fairbanks, United States; Lauchie Scott, DRDC Ottawa Research Centre, Canada; Andrew Howarth, University of Calgary, Canada; George Morales, University of California Los Angeles, United States; Jeff Baumgardner, Boston Universityu, United States
GH1*.3: Experimental Investigation of Orbital Debris Soliton Generation
Bill Amatucci, Erik Tejero, Ami DuBois, Lon Enloe, Dave Blackwell, Chris Crabtree, Guru Ganguli, Naval Research Laboratory, United States; Abhijit Sen, Institute for Plasma Research, India
GH1*.4: Electrostatic and Electromagnetic Orbital Debris Generated Solitons: Theory and Analysis Techniques
Chris Crabtree, Guru Ganguli, Alex Fletcher, Rualdo Soto-chavez, US Naval Research Laboratory, United States; Abhijit Sen, Institute for Plasma Research, India
GH1*.5: Simulations of Nonlinear Plasma Structures Generated by Orbital Debris and Dust
Alex Fletcher, Chris Crabtree, Gurudas Ganguli, Rualdo Soto-Chavez, Naval Research Laboratory, United States
GH1*.6: Evolution of Soliton Structures from Interaction with Radar Waves
Michael Kwara, Nicolas Lee, Sigrid Elschot, Stanford University, United States
GH1*.7: Meteor Head Echo Detection via a Convolutional Neural Network Trained on Synthetic Radar Data
Trevor Hedges, Nicolas Lee, Sigrid Elschot, Stanford University, United States
GH1*.8: Meteor Radar Phase Interferometry Calibration with Aircraft Observations and ADS-B Integration
John Marino, Nicholas Rainville, James Monaco, Scott Palo, University of Colorado Boulder, United States; Ryan Volz, Massachusetts Institute of Technology, United States
GH1*.9: Ionization of Hypervelocity Impact Iron Plasmas via a Monte Carlo Collision Model
Dennis Dong, Raymond Lau, Nicolas Lee, Sigrid Elschot, Stanford Univesity, United States
GH1*.10: Plasma Sensor for Detecting Meteoroid Impacts on the Moon
Xiaohan Mei, Raymond Lau, Nancy Diallo, Dennis Dong, Michael Kwara, Nicolas Lee, Sigrid Elschot, Stanford, United States
Contacts