Quantum Spin-Inspired RF Analysis: Compact Indicators, Real Gains By Benjamin J. Gilbert — Spectrcyde RF Quantum SCYTHE, College of the Mainland RF labs in Shenzhen don’t have time for theoretical fog. They need compact indicators…
By Benjamin J. Gilbert — Spectrcyde RF Quantum SCYTHE, College of the Mainland TL;DR You moved ray generation, stratified sampling, and volumetric integration onto CUDA kernels, wrapped it in a reproducible bench, and kept a…
In fast-moving RF ecosystems—where latency budgets are tight, edge devices must stay lean, and reproducibility is king—RF data processing can’t afford to wait on CPU bottlenecks. The work presented here shows how to GPU-accelerate the…
A Lightweight Kalman+DOMA System for Opportunistic Indoor Positioning Benjamin J. GilbertCollege of the Mainland – Robotic Process Automation • Spectrcyde RF Quantum SCYTHEbgilbert2@com.edu Abstract We present a lightweight, fully reproducible pipeline for real-time RF directional…
Benjamin J. GilbertCollege of the Mainland – Robotic Process Automationbgilbert2@com.edu Abstract We present an integrated RF processing stack that combines directional Kalman filtering with 3D voxel density mapping, exposed through a FastAPI WebSocket for real-time…
Benjamin J. GilbertCollege of the Mainland – Robotic Process Automationbgilbert2@com.edu Abstract We present a streaming hypergraph formulation for RF scene understanding. A lightweight collector infers higher-order interactions between emitters, reflectors, and receivers, while an IMM-RF-NeRF…
DOMA: Neural Motion Prediction for RF Targets Benjamin J. GilbertCollege of the Mainland – Robotics Process Automationbgilbert2@com.edu Abstract We present a lightweight Dynamic Object Motion Analysis (DOMA) model for short-horizon motion prediction of RF targets…
A Minimal, Reproducible Benchmark with Calibration Benjamin J. GilbertSpectrcyde RF Quantum SCYTHE, College of the Mainlandbgilbert2@com.eduORCID: [0000-0002-1234-5678] Abstract We introduce a lightweight benchmark for RF beam selection that fuses scene priors with channel state information…
The United Front Work Department (UFWD) is a department of the Central Committee of the Chinese Communist Party (CCP) responsible for what is known as “united front work.” This work involves a political strategy of…
Deep Q-Learning for Adaptive RF Beamforming with Online Angle-Error Guarantees Benjamin J. GilbertRF Signal Intelligence Research LabCollege of the Mainland, Texas City, TXbgilbert2@com.eduORCID: 0009-0006-2298-6538 Abstract We present a lightweight reinforcement learning (RL) optimizer for adaptive…