惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

T
The Blog of Author Tim Ferriss
WordPress大学
WordPress大学
博客园 - Franky
The Cloudflare Blog
T
Tailwind CSS Blog
宝玉的分享
宝玉的分享
小众软件
小众软件
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
Apple Machine Learning Research
Apple Machine Learning Research
月光博客
月光博客
B
Blog
Y
Y Combinator Blog
V
V2EX
有赞技术团队
有赞技术团队
M
MIT News - Artificial intelligence
博客园 - 司徒正美
IT之家
IT之家
G
Google Developers Blog
C
Check Point Blog
Engineering at Meta
Engineering at Meta
Microsoft Security Blog
Microsoft Security Blog
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
GbyAI
GbyAI
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻

eess.SP updates on arXiv.org

ECG-biometrics-bench: A Unified Framework for Reproducible Benchmarking of ECG Biometrics Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning Towards Improving Speaker Distance Estimation through Generative Impulse Response Augmentation Federated Learning with Hypergradient-based Online Update of Aggregation Weights Soft Graph Diffusion Transformer for MIMO Detection SPLICE: Latent Diffusion over JEPA Embeddings for Conformal Time-Series Inpainting Sequential Inference for Gaussian Processes: A Signal Processing Perspective Statistical Channel Fingerprint Construction for Massive MIMO: A Unified Tensor Learning Framework Recent Advances in mm-Wave and Sub-THz/THz Oscillators for FutureG Technologies Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods Super-resolution Multi-signal Direction-of-Arrival Estimation by Hankel-structured Sensing and Decomposition Hankel and Toeplitz Rank-1 Decomposition of Arbitrary Matrices with Applications to Signal Direction-of-Arrival Estimation Adaptive Transform Coding for Semantic Compression EdgeSpike: Spiking Neural Networks for Low-Power Autonomous Sensing in Edge IoT Architectures Sparse Graph Learning from Sparse Data via Fiedler Number Maximization A Deep Learning Model for Battery State Prediction towards Intelligent Energy Management Transfer Learning for Tonal Noise Prediction in VRF Units Using Thermodynamic and Vibration Signals EVT-Based Generative AI for Tail-Aware Channel Estimation Monitoring exposure-length variations in submarine power cables using distributed fiber-optic sensing BandRouteNet: An Adaptive Band Routing Neural Network for EEG Artifact Removal Phase-Separated Complex Hilbert PCA on Markerless 3D Pose Estimation Data: A Global Phase Network and Its Extension to a Continuous Field on the Body Surface Selective Correlation Based Knowledge Distillation for Ground Reaction Force Estimation Deep Learning-Enabled Dissolved Oxygen Sensing in Biofouling Environments for Ocean Monitoring Speech Enhancement Based on Drifting Models Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids Explainable AI in Speaker Recognition -- Making Latent Representations Understandable Time-Localized Parametric Decomposition of Respiratory Airflow for Sub-Breath Analysis NAKUL-Med: Spectral-Graph State Space Models with Dynamics Kernels for Medical Signals An Algorithm for On-Sensor Agnostic Detection of Changes in Human Activity for Ultra-Low-Power Applications
HHK: A Hardware-Oriented Cross-Location PPG Key Generatio...
Jose Ilton de Oliveira Filho · 2026-05-24 · via eess.SP updates on arXiv.org

Body area networks (BANs) require lightweight session key establishment, yet public key exchange imposes computation and energy costs that exceed the budgets of deeply constrained wearable nodes. This brief presents HHK, a hardware-oriented cross-location photoplethysmography (PPG) key generation architecture for BANs. The proposed datapath extracts inter-beat intervals (IBIs) from green-light PPG at multiple body sites, aligns beat timestamps across locations, applies Gray-coded equal-frequency quantization, and employs a rate-1/3 polar code fuzzy commitment (N=128, K=42) to reconcile residual timing mismatches. Post-implementation synthesis on a Xilinx XC7Z020 maps the complete datapath to 18,760 lookup tables and 20,971 flip-flops with no multipliers or embedded memories, giving 48 uJ per key generation event and 0.4 uW average power over a 120-second acquisition window. Validation across 16 participants from a real ambulatory dataset (216 hours; head, wrist, and ankle) yields 86.0-90.1% raw IBI bit agreement and 51.3-69.8% key agreement. To the best of our knowledge, HHK is the first synthesizable register-transfer level (RTL) key generation architecture for BANs validated across multiple body locations on ambulatory data.