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

Opportunities for Intelligent Reflecting Surfaces in 6G-Empowered V2X Communications

no code implementations • 2 Oct 2022 • Wali Ullah Khan, Asad Mahmood, Arash Bozorgchenani, Muhammad Ali Jamshed, Ali Ranjha, Eva Lagunas, Haris Pervaiz, Symeon Chatzinotas, Björn Ottersten, Petar Popovski

This paper first describes the introduction of 6G-empowered V2X communications and IRS technology.

Edge-computing

Control over Skies: Survivability, Coverage, and Mobility Laws for Hierarchical Aerial Base Stations

no code implementations • 9 Mar 2019 • Vishal Sharma, Navuday Sharma, Mubashir Husain Rehmani, Haris Pervaiz

Aerial Base Stations (ABSs) have gained significant importance in the next generation of wireless networks for accommodating mobile ground users and flash crowds with high convenience and quality.

Management