RuView
π RuView: WiFi DensePose turns commodity WiFi signals into real-time human pose estimation, vital sign monitoring, and presence detection — all without a single pixel of video.
Explore the EWC++ lifelong learning architecture in RuView for on-device adaptation. Discover how RuView uses diagonal Fisher information on ESP32 S3 via WASM3 to prevent catastrophic forgetting during continual learning.
How RuView's PageRank Influence Mapping Enables Spatial Reasoning in Wi-Fi SensingDiscover RuView's PageRank influence mapping for Wi-Fi sensing. Learn how it identifies influential individuals and enables spatial reasoning using CSI data for advanced insights.
How to Implement DTW Gesture Learning with 3-Rehearsal Protocol on Edge Devices Using RuViewImplement DTW gesture learning with 3-rehearsal protocol on edge devices using RuView. RuView offers a no-std, stack-only DTW learner under 10KB RAM for ESP-32 S3.
Axum WebSocket Server Architecture for Real-Time CSI Streaming in RuViewDiscover the Axum WebSocket server architecture in RuView. Learn how Tokio broadcast channels enable real-time CSI streaming over separate ports for sensing data and pose updates.
How VitalSignStore Uses Welford Running Statistics for Clinical Alerts in RuViewDiscover how VitalSignStore leverages Welford running statistics within RuView for real-time clinical alerts. Learn about seamless vital-sign monitoring and anomaly detection implemented by VitalAnomalyDetector.
How to Build a Multistatic Mesh with ESP32 for 360-Degree Room Coverage Using RuViewCreate a 360 room multistatic mesh with ESP32 and RuView. Deploy ESP32-S3 nodes and fuse CSI data for full room pose estimates. Learn how to build your own.
How RuView’s Adversarial Detector Identifies Spoofing AttemptsDiscover how RuView’s adversarial detector identifies spoofing by analyzing CSI patterns for physical impossibilities and unusual energy spikes, ensuring robust detection.
RuView CSI Capture Capabilities: ESP32-S3 vs Intel 5300 vs Atheros AR9580Compare CSI capture capabilities of ESP32-S3, Intel 5300, and Atheros AR9580 with RuView. Seamlessly switch between embedded nodes and desktop NICs for Wi-Fi sensing.
How to Implement Temporal Logic Verification (LTL) on CSI Event Streams in RuViewImplement LTL temporal logic verification on CSI event streams using RuView's WebAssembly module. Detect rule violations in real time for enhanced system safety.
How Multi-Person Tracking Works with Hungarian-Lite Assignment in RuViewDiscover how RuView's Hungarian-lite algorithm achieves real-time multi-person tracking on ESP-32-S3 devices with sub-5 ms latency by matching Wi-Fi CSI variance.
HNSW Vector Search Architecture for Room Fingerprinting in RuViewDiscover how RuView uses HNSW vector search for fast room fingerprinting with CSI data. Achieve sub-millisecond identification against a million fingerprints.
How to Implement Cross-Environment Domain Generalization with MERIDIAN for Zero-Shot Deployment in RuViewImplement MERIDIAN for zero-shot domain generalization in RuView. Eliminate accuracy loss when deploying between environments with CSI normalization, FiLM conditioning, and adversarial domain factorization.
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