Signal Processing · Electrical Eng. & Systems
Mode Selection in Cognitive Radar Networks
William W. Howard, Samuel R. Shebert, Anthony F. Martone, R. Michael Buehrer
2024-04-08
Signal Processing · Electrical Eng. & Systems
Cognitive Radar Using Reinforcement Learning in Automotive Applications
Pengfei Liu, Yimin Liu, Tianyao Huang, Yuxiang Lu +1
2021-10-08
Signal Processing · Electrical Eng. & Systems
Innovative Cognitive Approaches for Joint Radar Clutter Classification and Multiple Target Detection in Heterogeneous Environments
Linjie Yan, Sudan Han, Chengpeng Hao, Danilo Orlando +1
2023-04-26
Signal Processing · Electrical Eng. & Systems
Cognitive Radars: A Reality?
Maria S. Greco, Fulvio Gini, Pietro Stinco, Kristine Bell
2018-03-06
Signal Processing · Electrical Eng. & Systems
Mode Selection and Target Classification in Cognitive Radar Networks
William W. Howard, Samuel R. Shebert, Benjamin H. Kirk, R. Michael Buehrer
2023-10-27
Signal Processing · Electrical Eng. & Systems
Identifying Coordination in a Cognitive Radar Network -- A Multi-Objective Inverse Reinforcement Learning Approach
Luke Snow, Vikram Krishnamurthy, Brian M. Sadler
2022-11-15
Machine Learning · Computer Science
Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management
Ziyang Lu, Subodh Kalia, M. Cenk Gursoy, Chilukuri K. Mohan +1
2025-06-27
Artificial Intelligence · Computer Science
Multi-Radar Tracking Optimization for Collaborative Combat
Nouredine Nour, Reda Belhaj-Soullami, Cédric Buron, Alain Peres +1
2020-10-23
Signal Processing · Electrical Eng. & Systems
Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramer-Rao Bound
Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Muralidhar Rangaswamy
2024-04-24
Signal Processing · Electrical Eng. & Systems
Adversarial Radar Inference: Inverse Tracking, Identifying Cognition and Designing Smart Interference
Vikram Krishnamurthy, Kunal Pattanayak, Sandeep Gogineni, Bosung Kang +1
2021-07-23
Signal Processing · Electrical Eng. & Systems
Adaptive Resource Management in Cognitive Radar via Deep Deterministic Policy Gradient
Ziyang Lu, M. Cenk Gursoy, Chilukuri K. Mohan, Pramod K. Varshney
2025-07-08
Machine Learning · Computer Science
Multi-Target Radar Search and Track Using Sequence-Capable Deep Reinforcement Learning
Jan-Hendrik Ewers, David Cormack, Joe Gibbs, David Anderson
2025-02-20
Machine Learning · Computer Science
Radar-based Road User Classification and Novelty Detection with Recurrent Neural Network Ensembles
Nicolas Scheiner, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick
2019-09-12
Signal Processing · Electrical Eng. & Systems
Identifying Cognitive Radars -- Inverse Reinforcement Learning using Revealed Preferences
Vikram Krishnamurthy, Daniel Angley, Robin Evans, William Moran
2023-07-19
Signal Processing · Electrical Eng. & Systems
Enhanced Radar Imaging Using a Complex-valued Convolutional Neural Network
Jingkun Gao, Bin Deng, Yuliang Qin, Hongqiang Wang +1
2018-07-03
Machine Learning · Computer Science
Radar-based Feature Design and Multiclass Classification for Road User Recognition
Nicolas Scheiner, Nils Appenrodt, Jürgen Dickmann, Bernhard Sick
2019-05-28
Signal Processing · Electrical Eng. & Systems
Novel Parameter Estimation and Radar Detection Approaches for Multiple Point-like Targets: Designs and Comparisons
Pia Addabbo, Jun Liu, Danilo Orlando, Giuseppe Ricci
2020-12-02
Signal Processing · Electrical Eng. & Systems
RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object Recognition
Xiangyu Gao, Guanbin Xing, Sumit Roy, Hui Liu
2022-05-02