RAdar and Sonar Signal Processing Research Group
RASSP develops signal processing and machine learning methods for radar and sonar sensing.
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Journal and conference publications of the RASSP group.
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Publications
A Novel Convolutional Autoencoder-Based Clutter Removal Method for Buried Threat Detection in Ground-Penetrating Radar
Published in IEEE Transactions on Geoscience and Remote Sensing, 2022
A Novel Tensor RPCA Based Background Subtraction Method for Outdoor Imaging With a Low Cost Portable Radar
Published in IEEE Access, 2022
Non-negative matrix factorization based approaches for wall mitigation in TWRI
Published in Signal, Image and Video Processing, 2022
Randomized Low Rank and Sparse Decomposition Based Receiver Search Strategy For Electronic Support Receivers
Published in IEEE Transactions on Aerospace and Electronic Systems, 2022
Missing Data Recovery via Deep Networks for Limited Ground Penetrating Radar Measurements
Published in Remote Sensing, 2022
Clutter Removal for Ground Penetrating Radars on FPGA: Design and Implementation
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU), 2022
Extracting tomographic images of interior structures of cylindrical objects and trees using Ground Penetrating Radar method
Published in Results in Engineering, 2022
Despeckling Based Data Augmentation Approach in Deep Learning Based Radar Target Classification
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022
2D Overlapping Range-Doppler Map Approach for Helicopter Classification by Using GRU
Published in 2022 30th Telecommunications Forum (TELFOR), 2022
A New Clutter Removal Method Based on Direct Robust Matrix Factorization for Buried Target Detection
Published in 2022 30th Telecommunications Forum (TELFOR), 2022
DOA Estimation in MIMO Radars via Deep Learning
Published in 2022 30th Telecommunications Forum (TELFOR), 2022
Fast Background Subtraction for Through Obstacle Imaging Using a Low Cost, Portable Measurement System
Published in 2022 IEEE Conference on Antenna Measurements and Applications (CAMA), 2022
Sparse Recovery for ISAR Imaging via Nuclear Norm Minimization
Published in 2023 10th International Conference on Electrical and Electronics Engineering (ICEEE), 2023
Clutter Removal in Ground Penetrating Radar by Learned RPCA
Published in 2023 46th International Conference on Telecommunications and Signal Processing (TSP), 2023
Clutter Removal in Ground Penetrating Radar with Learned Dictionaries
Published in 2023 46th International Conference on Telecommunications and Signal Processing (TSP), 2023
Synthetic Aperture Radar Imaging Using a Low-Cost Radar Mounted on a Mini Drone
Published in 2023 31st Signal Processing and Communications Applications Conference (SIU), 2023
A Vision-Transformer-Based Approach to Clutter Removal in GPR: DC-ViT
Published in IEEE Geoscience and Remote Sensing Letters, 2024
Detection of Vital Signs in Debris Environment using SFCW Radar
Published in 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024
Direction Of Arrival Estimation In Autocorrelation Domain With Deep Learning and Autoregressive Modelling
Published in 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024
Imaging of Reinforced Concrete Structures Using Radar
Published in 2024 32nd Signal Processing and Communications Applications Conference (SIU), 2024
Autoencoder Guided Low-Rank Approximation Approach for Clutter Removal in GPR Images
Published in 2024 47th International Conference on Telecommunications and Signal Processing (TSP), 2024
Combining Image Restoration with Deep Detectors for Improved Target Detection in GPR
Published in 2024 47th International Conference on Telecommunications and Signal Processing (TSP), 2024
Enhancing Deep Learning Networks Performance By Using B-Spline Activation Functions for Clutter Removal in GPR
Published in 2024 32nd Telecommunications Forum (TELFOR), 2024
Deep Image Prior Assisted ISAR Imaging for Missing Data Case
Published in arXiv:2507.09393, 2025
Music guided SVD method for the detection of vital signs with SFCW radar
Published in Signal, Image and Video Processing, 2025
Non-Negative Matrix Factorization Guided FS-GCC Method For Time Delay Estimation in Electronic Warfare
Published in 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025
Radar Target Detection using Improved Transformer Neural Network
Published in 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025
Synthetic Aperture Sonar Imagery Using Limited Measurements and Deep Learning
Published in 2025 33rd Signal Processing and Communications Applications Conference (SIU), 2025
Underwater object detection in forward-looking sonar using a transformer-guided enhancement
Published in Artificial Intelligence for Security and Defence Applications III, 2025
An Encoder-Decoder Retnet Model for Fmcw Radar Interference Mitigation
Published in 2025 33rd Telecommunications Forum (TELFOR), 2025
Kapur’s Entropy Thresholding-based Plug-and-Play ADMM for SAR Imaging
Published in 2025 16th International Conference on Electrical and Electronics Engineering (ELECO), 2025
Cross-Modality Object-Level Knowledge Distillation for Enhanced Underwater Sonar Object Detection
Published in IEEE Access, 2026
Joint Deep Learning for Simultaneous Clutter Removal and Buried Object Detection in GPR
Published in IEEE Access, 2026
A Blind, Coherent, Reliability-Based ADS-B Decoder for Low-SNR Environments
Published in 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026
A Scalable Dual-Representation Deep Learning Architecture for Specific Emitter Identification
Published in 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026
ADS-B Signal Separation with a Dual-Path Convolutional-Recurrent Neural Network
Published in 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026
TDOA-Based Target Localization in Passive Radar Electronic Support Measures: A Hybrid Chan-PSO Approach
Published in 2026 34th Signal Processing and Communications Applications Conference (SIU), 2026