Self-sustaining ultrawideband positioning system for event-driven indoor localization

P Mayer, M Magno, L Benini - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Smart and unobtrusive mobile sensor nodes that accurately track their own position have the
potential to augment data collection with location-based functions. To attain this vision of …

Adaptive energy management for self-sustainable wearables in mobile health

D Hussein, G Bhat, JR Doppa - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
Wearable devices that integrate multiple sensors, processors, and communication
technologies have the potential to transform mobile health for remote monitoring of health …

Towards wearable piezoelectric energy harvesting: Modeling and experimental validation

Y Tuncel, S Bandyopadhyay, SV Kulshrestha… - Proceedings of the …, 2020 - dl.acm.org
Motion energy harvesting is an ideal alternative to battery in wearable applications since it
can produce energy on demand. So far, widespread use of this technology has been …

A Comprehensive Multi-Objective Energy Management Approach for Wearable Devices with Dynamic Energy Demands

T Basaklar, Y Tuncel, U Ogras - ACM Transactions on Internet of Things, 2024 - dl.acm.org
Recent advancements in low-power electronics and machine-learning techniques have
paved the way for innovative wearable IoT devices. However, these devices suffer from …

Self-Sustainable Wearable and Internet of Things (IoT) Devices for Health Monitoring: Opportunities and Challenges

P Mercati, G Bhat - IEEE Design & Test, 2024 - ieeexplore.ieee.org
Wearable and Internet of Things devices (IoT) are becoming ubiquitous in health
applications, such as movement disorders, rehabilitation, and activity monitoring. Wearable …

Uncertainty-aware Energy Harvest Prediction and Management for IoT Devices

N Yamin, G Bhat - ACM Transactions on Design Automation of Electronic …, 2023 - dl.acm.org
Internet of things (IoT) devices are popular in several high-impact applications such as
mobile healthcare and digital agriculture. However, IoT devices have limited operating …

A survey of embedded machine learning for smart and sustainable healthcare applications

S An, Y Tuncel, T Basaklar, UY Ogras - … for Cyber-Physical, IoT, and Edge …, 2023 - Springer
Recent advances in machine learning algorithms (ML) and low-power edge devices enable
novel wearable applications. Embedded machine learning organically combines these …

A Self-Sustained CPS Design for Reliable Wildfire Monitoring

Y Tuncel, T Basaklar, D Carpenter-Graffy… - ACM Transactions on …, 2023 - dl.acm.org
Continuous monitoring of areas nearby the electric grid is critical for preventing and early
detection of devastating wildfires. Existing wildfire monitoring systems are intermittent and …

Dual-Actor Critic Adaptive Energy Management Method for EH-WSN Based on Battery Energy Neutral Operation

S Yuan, Y Ge, X Chen, Y Wang, R Liu… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Energy harvesting wireless sensor nodes collect energy in a nonlinear dynamic change,
resulting in low ability to dynamically match the collected and consumed energy of the node …

GEM-RL: Generalized energy management of wearable devices using reinforcement learning

T Basaklar, Y Tuncel, S Gumussoy… - … Design, Automation & …, 2023 - ieeexplore.ieee.org
Energy harvesting (EH) and management (EM) have emerged as enablers of self-sustained
wearable devices. Since EH alone is not sufficient for self-sustainability due to uncertainties …