no code implementations • 30 Oct 2022 • Megan Heath, Ali Imran, David St-Onge
Precision agriculture aims to use technological tools for the agro-food sector to increase productivity, cut labor costs, and reduce the use of resources.
no code implementations • 29 Mar 2022 • Waseem Raza, Ethan Abele, John OHara, Behnaz Sadr, Peter LoPresti, Ali Imran, Wooyeol Choi, Ickhyun Song, Serhat Altunc, Obadiah Kegege, Sabit Ekin
The prospect of mankind returning to the Moon has garnered a great amount of attention in recent years.
no code implementations • 6 Feb 2022 • Muhammad Umar Bin Farooq, Marvin Manalastas, Syed Muhammad Asad Zaidi, Adnan Abu-Dayya, Ali Imran
An XGBoost based model has the best performance for edge RSRP and HOSR while random forest outperforms others for load prediction.
no code implementations • 30 Jan 2022 • Usama Masood, Hasan Farooq, Ali Imran, Adnan Abu-Dayya
In modern wireless communication systems, radio propagation modeling to estimate pathloss has always been a fundamental task in system design and optimization.
no code implementations • 29 Sep 2020 • Syed Muhammad Asad Zaidi, Marvin Manalastas, Hasan Farooq, Ali Imran
The exponential rise in mobile traffic originating from mobile devices highlights the need for making mobility management in future networks even more efficient and seamless than ever before.
no code implementations • 25 Jun 2020 • Haneya Naeem Qureshi, Ali Imran
Providing broadband connectivity to airborne systems using ground based cellular networks is a promising solution as it offers several advantages over satellite-based solutions.
no code implementations • 9 Jun 2020 • Haneya Naeem Qureshi, Ali Imran
However, they analyze UAV coverage radius and altitude interplay while omitting or over-simplifying an important aspect of UAV deployment, i. e., effect of a realistic antenna pattern.
no code implementations • 4 May 2020 • Shruti Bothe, Usama Masood, Hasan Farooq, Ali Imran
In this paper, we propose an AI-based fault diagnosis solution that offers a key step towards a completely automated self-healing system without requiring human expert input.
no code implementations • 4 May 2020 • Joel Shodamola, Usama Masood, Marvin Manalastas, Ali Imran
Hence, we propose a machine learning-based framework combined with a heuristic technique to discover the optimal combination of two pertinent COPs used in mobility, Cell Individual Offset (CIO) and Handover Margin (HOM), that maximizes a specific Key Performance Indicator (KPI) such as mean Signal to Interference and Noise Ratio (SINR) of all the connected users.
1 code implementation • 2 Apr 2020 • Ali Imran, Iryna Posokhova, Haneya N. Qureshi, Usama Masood, Muhammad Sajid Riaz, Kamran Ali, Charles N. John, MD Iftikhar Hussain, Muhammad Nabeel
Building on the prior work on cough-based diagnosis of respiratory diseases, we propose, develop and test an Artificial Intelligence (AI)-powered screening solution for COVID-19 infection that is deployable via a smartphone app.
no code implementations • 1 Apr 2020 • Charles Bales, Muhammad Nabeel, Charles N. John, Usama Masood, Haneya N. Qureshi, Hasan Farooq, Iryna Posokhova, Ali Imran
One of the notable modern medical concerns that impose an immense worldwide health burden are respiratory infections.