Andrew-Mackay / Adapting-the-WaveNet-Deep-Learning-Model-for-RADAR-Classification
An investigation into radar classification. This project adapts the WaveNet deep learning model to classify radar data directly from the range profiles representation. This technique is compared with the leading approach in the literature of creating micro-Doppler spectrogram images from the data and classifying these images using a CNN.
☆27Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Adapting-the-WaveNet-Deep-Learning-Model-for-RADAR-Classification
- Radar-based classification of ground moving targetsrelies on Doppler information. Therefore, the classification be-tween humans …☆10Updated 4 years ago
- FMCW Radar 77GHz - Range-Velocity and displacement simualtion - 2D FFT process to generate Range Doppler Maps - CFAR Processing to displa…☆87Updated 5 years ago
- ☆23Updated 4 years ago
- Processing of FMCW RaDAR to generate Range Doppler Map through second FFT and filtering using 2DCFAR☆13Updated 3 years ago
- 2D-CFAR☆59Updated 5 years ago
- This Repo contains workflow of mmWave automotive radar sensor for target range, doppler velocity and Constant false alarm rate (CFAR thre …☆21Updated 4 years ago
- CNN on micro-doppler (Windows)☆26Updated 6 years ago
- use matlab to simulate Radar detecting distance、speed,in the simulation range_FFT and doppler_FFT are used.☆32Updated 5 years ago
- ☆42Updated 2 years ago
- ☆16Updated 5 years ago
- This is a RF Radar Simulator. It generates FMCW radar data for close handwave chirp level signal data. Your can try develop your radar da…☆78Updated 2 years ago
- Simulating radar measurements and use them to detect targets through digital signal processing (DSP) | FMCW Waveform Generation | Fast Fo…☆24Updated 4 years ago
- ☆82Updated 2 years ago
- Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar☆12Updated 2 months ago
- AWR1642原始ADC数据处理☆48Updated 4 years ago
- Simulation of Human Vital Sign Signal of a Millimeter Wave Radar☆12Updated 3 years ago
- Configures the FMCW waveform based on the system requirements. Then defines the range and velocity of a target and simulates its displace…☆109Updated 2 months ago
- ☆45Updated 5 years ago
- Generating targets and detecting range and velocity from simulated FMCW waveform radar signals using the Range/Doppler FFT method and dis…☆21Updated 3 years ago
- FMCW mmWave Radar -- people counting: simulation & algorithm☆43Updated 4 years ago
- Classification of Radar Targets Using Micro-Doppler Signatures☆12Updated 2 years ago
- FMCW 2T4R Radar Simulator and MUSIC Algorithm High Resolution DOA Estimation☆49Updated 3 years ago
- In this illustration, we implement a TDMA-MIMO-based millimeter-wave radar raw data generation and signal processing stack that can suppo…☆59Updated last year
- ☆24Updated last year
- Implementations of some basic algorithms in radar data processing☆19Updated last year
- ECE 2595 Radar Signal Processing Projects☆49Updated 6 years ago
- FMCW/CS interference mitigation using CNNs☆36Updated 2 years ago
- ☆16Updated 4 years ago
- A novel multi-domain fusion network based on sample intercorrelation (SIMFNet) is proposed. The first mulitvariate aquatic human activity…☆17Updated 11 months ago
- A Simplified 2D Image Reconstruction Solution using TI mmWave sensors with Sample Dataset☆74Updated 3 years ago