EchoShield simulates real‑world drone RF protocols, classifies them with deep learning, and generates optimal jamming signals — all in software, ready for SDR deployment.
Start Simulating NowWe re‑create Wi‑Fi (2.4 GHz OFDM), LoRa (868 MHz chirp), and DJI‑style frequency‑hopping protocols. The AI learns from synthetic IQ samples and spectrograms, enabling detection and jamming without any radio hardware.
The same models and algorithms can be flashed onto software‑defined radios (HackRF, LimeSDR) for field use. Airport security, military, and critical infrastructure teams train with EchoShield before deployment.
Generates accurate IQ signals for three drone protocols with configurable noise and interference.
Convolutional neural network identifies protocol and confidence level from spectrograms (95%+ accuracy).
Prescribes optimal countermeasure: wideband noise, chirp jammer, or sweeping tone based on detected drone type.
Pick Wi‑Fi, LoRa, or DJI from your dashboard.
Spectrogram is generated and fed to the neural network.
Optimal waveform parameters are returned & logged.