32 citations · 39 across the 10 of their papers we have counts for
11 papers
FederatedBytes: Tokenizer-Free, Byte-Level Small Language Models for Efficient Multimodal Federated Learning
Ali Sarabadani, Massimo Piccardi, Mehran Abolhasan +3
Federated Learning (FL) is a powerful machine learning framework that allows building a global model from the contributions of multiple, distributed clients, while ensuring the pri…
A Data-Driven Review of Remote Sensing-Based Data Fusion in Precision Agriculture from Foundational to Transformer-Based Techniques
Mahdi Saki, Rasool Keshavarz, Daniel Franklin +3
This review explores recent advancements in data fusion techniques and Transformer-based remote sensing applications in precision agriculture. Using a systematic, data-driven appro…
Efficient Dual-Band Single-Port Rectifier for RF Energy Harvesting at FM and GSM Bands
Nastouh Nikkhah, Rasool Keshavarz, Mehran Abolhasan +2
This paper presents an efficient dual-band rectifier for radiofrequency energy harvesting (RFEH) applications at FM and GSM bands. The single-port rectifier circuit, which comprise…
Highly Sensitive Differential Microwave Sensor Using Enhanced Spiral Resonators for Precision Permittivity Measurement
Nastouh Nikkhah, Rasool Keshavarz, Mehran Abolhasan +2
This paper presents a highly sensitive microwave sensor for dielectric sensing. One of the main disadvantages of microwave resonant-based sensors is cross-sensitivity originated by…
Multitone PSK Modulation Design for Simultaneous Wireless Information and Power Transfer
Prerna Dhull, Graduate Student Member, Dominique Schreurs +4
Far-field wireless power transfer, based on radio frequency (RF) waves, came into the picture to fulfill the power need of large Internet of Things (IoT) networks, the backbone of…
Multidirectional Pixelated Cubic Antenna with Enhanced Isolation for Vehicular Applications
Md. Amanath Ullah, Rasool Keshavarz, Justin Lipman +2
This paper presents a pixelated cubic antenna design with enhanced isolation and diverse radiation pattern for vehicular applications. The design consists of four radiating patches…
Dual-Band, Slant-Polarized MIMO Antenna Set for Vehicular Communication
Rasool Keshavarz, Dan Winson, Justin Lipman +2
Slant-polarized Multi Input Multi Output (MIMO) antennas are able to improve the performance of mobile communication systems in terms of channel capacity. Especially, the implement…
ProML: A Decentralised Platform for Provenance Management of Machine Learning Software Systems
Nguyen Khoi Tran, Bushra Sabir, M. Ali Babar +3
Large-scale Machine Learning (ML) based Software Systems are increasingly developed by distributed teams situated in different trust domains. Insider threats can launch attacks fro…
Intelligent Spatial Interpolation-based Frost Prediction Methodology using Artificial Neural Networks with Limited Local Data
Ian Zhou, Justin Lipman, Mehran Abolhasan +1
The weather phenomenon of frost poses great threats to agriculture. As recent frost prediction methods are based on on-site historical data and sensors, extra development and deplo…
Wireless Power Transfer and Data Collection in Wireless Sensor Networks
Kai Li, Wei Ni, Lingjie Duan +2
In a rechargeable wireless sensor network, the data packets are generated by sensor nodes at a specific data rate, and transmitted to a base station. Moreover, the base station tra…
Outage Probability Analysis of Dual Hop Relay Networks in Presence of Interference
Bappi Barua, Mehran Abolhasan, Daniel Franklin +1
Cooperative relaying improves the performance of wireless networks by forming a network of multiple independent virtual sources transmitting the same information as the source node…