1.3k citations · 1.3k across the 8 of their papers we have counts for
9 papers
Sequencing on Silicon: AI SoC Design for Mobile Genomics at the Edge
Sebastian Magierowski, Zhongpan Wu, Abel Beyene +1
Miniature DNA sequencing hardware has begun to succeed in mobile contexts, driving demand for efficient machine learning at the edge. This domain leverages deep learning techniques…
A High-Efficiency SoC for Next-Generation Mobile DNA Sequencing
Abel Beyene, Zhongpan Wu, Yunus Dawji +3
Hand-sized Deoxyribonucleic acid (DNA) sequencing machines are of growing importance in several life sciences fields as their small footprints enable a broader range of use cases t…
LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment
Ahmad Rezaei, Mahdi Taheri, Ali Mahani +1
The first important step in extracting DNA characters is using the output data of MinION devices in the form of electrical current signals. Various cutting-edge base callers use th…
Nanopore-Based DNA Sequencing Sensors and CMOS Readout Approaches
Mehdi Habibi, Yunus Dawji, Ebrahim Ghafar-Zadeh +1
Purpose Nanopore-based molecular sensing and measurement, specifically Deoxyribonucleic acid (DNA) sequencing, is advancing at a fast pace. Some embodiments have matured from coars…
A Blockchain Policy and Charging Control Framework for Roaming in Cellular Networks
Ahmed Refaey, Karim Hammad, Sebastian Magierowski +1
As a technology foundation of cryptocurrencies, blockchain enables decentralized peer-to-peer trading through consensus mechanisms without the involvement of a third party. Blockch…
Adaptive M-QAM for Indoor Wireless Environments : Rate & Power Adaptation
I. Dey, G. G. Messier, S. Magierowski
This letter presents a detailed study for indoor wireless environments, where transmit power, rate and target bit error rate (BER) are varied to increase spectral efficiency. The s…
Vehicle Routing Problems for Drone Delivery
Kevin Dorling, Jordan Heinrichs, Geoffrey G. Messier +1
Unmanned aerial vehicles, or drones, have the potential to significantly reduce the cost and time of making last-mile deliveries and responding to emergencies. Despite this potenti…
On the Capacity of Joint Fading and Two-path Shadowing Channels
I. Dey, G. G. Messier, S. Magierowski
The ergodic and outage channel capacity of different optimal and suboptimal combinations of transmit power and modulation rate adaptation strategies over a joint fading and two-pat…
Minimizing the Net Present Cost of Deploying and Operating Wireless Sensor Networks
Kevin Dorling, Geoffrey G. Messier, Stefan Valentin +1
Minimizing the cost of deploying and operating a Wireless Sensor Network (WSN) involves deciding how to partition a budget between competing expenses such as node hardware, energy,…