Augmented reality systems that rely on radiofrequency (RF) sensing must withstand adversarial attacks. Anattacker may jam the channel to block alerts or spoof RFsignatures to trigger false critical alarms. Today’s RF-to-ARpipelines lack systematic mechanisms to…
OpenBench-AR: Reproducible Benchmarks for RF-to-AR Systems” Overall Assessment: Aimed at a workshop like MLSys Artifact Evaluation or ReproNLP) proposes OpenBench-AR, an open-source suite for standardizing evaluations in RF-to-AR systems (e.g., Wi-Fi/UWB sensing integrated with AR…
Augmented reality (AR) headsets promise to improve situational awareness for medics, firefighters and securitypersonnel by overlaying live information on the physical world.However, existing AR user interfaces struggle when many targets must be tracked simultaneously: cluttered…
Critical alerting in wearable AR hinges on correctlyclassifying moving objects as benign or threatening. RF sensorscan track motion of drones, vehicles and personnel, but motionalone suffers from false critical alerts when trajectories deviatefrom simple heuristics.…
Augmented reality (AR) systems for situationalawareness (SA) depend on low-latency networking to deliver alerts, map overlays and sensor feeds. However, contested environments exhibit intermittent connectivity and highpacket loss due to jamming, interference and terrain occlusions.…
Mass casualty incidents (MCIs) impose extremecognitive and perceptual demands on first responders. Traditional START triage requires personnel to recall a sequence ofchecks while managing multiple casualties, leading to error ratesbetween 20 % and 55 %…
Locating trapped or unconscious victims under rubble, behind walls or in smoky environments is a critical challengefor first responders. While trained dogs (K9) excel at searchtasks, they are expensive and have limited availability. Recentadvances in…
Augmented reality (AR) and radio-frequency (RF)sensing pipelines demand high frame rates and continuousinference on mobile hardware. These workloads saturate theCPU/GPU, causing excessive heat, elevated power draw andeventual thermal throttling, which in turn collapse situationalawareness (SA)…
Head-mounted augmented-reality (AR) devices areincreasingly used by first responders and military medics tovisualize radio-frequency (RF) tracks, casualty vitals and threatsignatures in real time. These platforms operate under severeresource constraints: the computational budget is on the…
GlassBus: Revolutionary Alert System for Tactical Augmented Reality Texas City, Texas – September 19, 2025 – In a breakthrough for first responders and tactical operators, Benjamin J. Gilbert from Spectrcyde RF Quantum SCYTHE at College…