We present a controlled bake-off betweentwo widely used Wi-Fi CSI capture stacks—the IntelCSI Tool and Nexmon—for neural RF sensing. Wecompare subcarrier resolution, signal stability, andsetup cost, and offer platform guidance grounded inreproducible scripts and auto-press… 

Functional magnetic resonance imaging (fMRI) provideshigh-resolution, voxel-wise measurements of brain activity, butacquiring large-scale fMRI datasets is expensive, immobile,and time-consuming. At the same time, commodity wirelessdevices continually capture channel state information (CSI)— a rich, multi-dimensional signal… 

🧠 Reinforcement Learning Takes the Wheel: A Smarter Approach to RF Neuromodulation Neuromodulation—using techniques like radiofrequency (RF) energy to precisely tune brain activity—holds immense promise for treating neurological conditions. However, achieving effective and safe closed-loop… 

Introduction In a recent paper, Benjamin James Gilbert proposes a simple yet effective set of band-aware labeling heuristics (BAR) for RF datasets. These rules map center frequency and spectral cues to labels like GSM, Wi-Fi,… 

We study multi-source context fusion for signal classification from software-defined radio (SDR) streams. We exploreenriching SDR features with contemporaneous, public-domaintelemetry from astrophysical (e.g., observatory scheduling andenvironment), orbital (e.g., satellite attitude/visibility windows),and high-energy physics (e.g., collider… 

Your updated paper improves upon the previous version with added details and visuals. The inclusion of the FP surrogate formula (ˆrt = k (∆ft − ϵ) + ηt) and the Fused upper bound fusion method… 

We integrate a DOMA motion head into an RFtracking stack to forecast next-position and short-horizon trajectories from spectral/angle features. A variance-aware fusionwith a kinematic filter yields stable paths under SNR variation.We document latency, accuracy, and… 

The RK4 (Runge-Kutta 4th order) integration method is a numerical technique used in your paper’s atmospheric ray tracing component (/v1/propagate) to solve the differential equations governing RF signal propagation paths in a modified-refractivity profile (z,…