Energy Disaggregation & Appliance Identification in a Smart Home: Transfer Learning enables Edge Computing

no code implementations • 8 Jan 2023 • M. Hashim Shahab, Hasan Mujtaba Buttar, Ahsan Mehmood, Waqas Aman, M. Mahboob Ur Rahman, M. Wasim Nawaz, Haris Pervaiz, Qammer H. Abbasi

Non-intrusive load monitoring (NILM) or energy disaggregation aims to extract the load profiles of individual consumer electronic appliances, given an aggregate load profile of the mains of a smart home.

Edge-computing Non-Intrusive Load Monitoring +1

Hand-breathe: Non-Contact Monitoring of Breathing Abnormalities from Hand Palm

no code implementations • 12 Dec 2022 • Kawish Pervez, Waqas Aman, M. Mahboob Ur Rahman, M. Wasim Nawaz, Qammer H. Abbasi

In post-covid19 world, radio frequency (RF)-based non-contact methods, e. g., software-defined radios (SDR)-based methods have emerged as promising candidates for intelligent remote sensing of human vitals, and could help in containment of contagious viruses like covid19.