Patent Portfolio
A progressive innovation journey from ML-driven geospatial analysis to advanced spatiotemporal systems
1Core ML Innovation
Transformer-Based Neural Network for Geospatial Data
A transformative approach to environmental prediction and analysis using transformer-based neural networks, where geographic areas are processed similarly to words in natural language models. The system divides geographic regions into standardized grid cells, each represented as a token with multiple environmental parameters.
Geographic Tokenization
Divides land into standardized grid cells, with each cell acting as a token containing multiple environmental parameters
Transformer Architecture
Uses attention mechanisms to model spatial relationships, identifying both local and long-range dependencies
2Spatial Addressing Evolution
Universal Three-Dimensional Grid System for Spatial Indexing
A Universal 3D Grid System that solves the fundamental challenge of addressing and indexing locations in three-dimensional space. By creating a unified system for precise spatial referencing, this innovation enables accurate positioning from ground level to air space, while dynamically adjusting precision based on needs.
Universal 3D Addressing
Seamless integration of height with geographic coordinates using globally unique location codes
Dynamic Precision
Adjustable accuracy levels with context-aware resolution and efficient data storage
Spatial Grid Laser Communication and Tracking System
A Spatial Grid Laser Communication and Tracking System that revolutionizes mobile laser-based data transmission through intelligent grid management and predictive tracking. The system enables high-bandwidth, secure communication between various mobile nodes through dynamic grid-based spatial addressing and real-time vector calculations.
Dynamic Tracking
Real-time predictive motion compensation for reliable laser communication
Adaptive Control
Intelligent power management and beam optimization systems
3Spatiotemporal Framework
Universal Four-Dimensional Grid System for Time-Based Location Addressing
A Universal 4D Grid System that revolutionizes spatial addressing by integrating time as a fourth dimension. This system enables precise tracking and prediction of object positions across both space and time, providing a unified framework for managing dynamic spatial data.
Temporal Integration
Seamless integration of time dimension with spatial coordinates
Predictive Capabilities
Advanced forecasting and historical analysis features
Multi-Modal 4D Network Architecture
A network architecture implementing intelligent multi-modal communication within a four-dimensional grid framework. The system dynamically selects and switches between various communication modes based on environmental conditions, security requirements, and performance needs.
Adaptive Communication
Dynamic selection between multiple communication modes
4D Integration
Seamless spatiotemporal coordination across network nodes
Adaptive Multi-Domain Defense Platform with 4D Predictive Control
An adaptive defense platform implementing predictive threat neutralization through advanced spatial-temporal coordination. The system enables unprecedented defense capabilities through intelligent resource allocation, multi-domain deployment, and cost-optimized response selection.
Predictive Defense
Advanced threat prediction and response optimization
Multi-Domain Integration
Coordinated response across various operational domains
Multi-Modal Distributed 4D Sensing and Tracking System
A novel distributed sensing platform that transforms traditional sensing capabilities through integration with 4D grid systems. The platform implements a network of multi-modal sensors enabling unprecedented coverage, accuracy, and reliability through intelligent node coordination.
Distributed Sensing
Coordinated network of multi-modal sensors
Adaptive Processing
Real-time adjustment of sensing parameters and processing