The global surge in wireless data demand and the proliferation of connected devices are leading to unprecedented spectrum congestion. Regulatory bodies worldwide are pushing for more efficient spectrum management, while industries require real-time, granular insights into radio environments for optimal performance and security. This technology directly addresses these pressures by offering a scalable, cost-effective solution for advanced spectrum analysis, crucial for maintaining reliable and high-performance wireless ecosystems.
Achieves high-speed, high-precision spectrum estimation for broadband signals.
Reduces system construction costs and operational computational load significantly.
Enables more detailed environmental analysis by simultaneously estimating frequency and angle spectrum.
This patent protects a spectrum estimation system that uses an array antenna, discrete Fourier transform, tensor calculation, and compressed sensing to estimate both frequency and angle spectra. The claims are robust, having overcome a rejection notice with precise amendments and arguments, demonstrating high stability and low invalidation risk.
This patent primarily covers the core algorithm and system for spectrum estimation. White space exists in developing specialized array antenna hardware optimized for specific frequency bands, integrating the estimated spectrum data with advanced AI for predictive network optimization, or creating novel user interfaces for real-time visualization and control.
For large-scale communication infrastructure and IoT device networks, assuming annual operational costs for conventional spectrum estimation systems (high-performance ADC, computing resources, maintenance) are ~$2M (AI est.). This technology could reduce hardware-related costs by ~30% (~$0.6M/year, AI est.) through ADC sampling frequency reduction, and processing resource costs by ~20% (~$0.4M/year, AI est.) through computational load reduction. This totals an estimated ~$1M/year in operational cost savings.
X: Real-time Analysis Precision
Y: Operational Cost Efficiency