Michele Magno

Orcid: 0000-0003-0368-8923

Affiliations:
  • ETH Zürich, Switzerland


According to our database1, Michele Magno authored at least 293 papers between 2007 and 2024.

Collaborative distances:

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Bibliography

2024
Fully Onboard SLAM for Distributed Mapping With a Swarm of Nano-Drones.
IEEE Internet Things J., October, 2024

Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs.
IEEE Internet Things J., June, 2024

NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots.
IEEE Internet Things J., April, 2024

Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2024

Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization.
IEEE Internet Things J., January, 2024

A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation.
IEEE Trans. Instrum. Meas., 2024

Frequency Matters: Comparative Analysis of Low-Power FMCW Radars for Vital Sign Monitoring.
IEEE Trans. Instrum. Meas., 2024

Predictive Spliner: Data-Driven Overtaking in Autonomous Racing Using Opponent Trajectory Prediction.
CoRR, 2024

A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms.
CoRR, 2024

SepAl: Sepsis Alerts On Low Power Wearables With Digital Biomarkers and On-Device Tiny Machine Learning.
CoRR, 2024

On-Device Training Empowered Transfer Learning For Human Activity Recognition.
CoRR, 2024

Ultra-Lightweight Collaborative Mapping for Robot Swarms.
CoRR, 2024

Low Latency Visual Inertial Odometry with On-Sensor Accelerated Optical Flow for Resource-Constrained UAVs.
CoRR, 2024

A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication.
CoRR, 2024

SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models.
CoRR, 2024

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study.
CoRR, 2024

BatDeck: Advancing Nano-drone Navigation with Low-power Ultrasound-based Obstacle Avoidance.
CoRR, 2024

CR3DT: Camera-RADAR Fusion for 3D Detection and Tracking.
CoRR, 2024

ForzaETH Race Stack - Scaled Autonomous Head-to-Head Racing on Fully Commercial off-the-Shelf Hardware.
CoRR, 2024

Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems.
IEEE Access, 2024

Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs.
Dataset, 2024

AI-Based Multi-Wavelength PPG Device for Blood Pressure Monitoring.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface.
Proceedings of the 2024 ACM International Symposium on Wearable Computers, 2024

A 36nW Ultra-Wideband Wake-Up Receiver with -86dBm Sensitivity and Addressing Capabilities.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

TinyssimoRadar: In-Ear Hand Gesture Recognition with Ultra-Low Power mmWave Radars.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

i-CardiAx: Wearable IoT-Driven System for Early Sepsis Detection Through Long-Term Vital Sign Monitoring.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Accurate LoRA-Finetuning Quantization of LLMs via Information Retention.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards a non-Invasive Monitoring System for Wind Turbine Blades.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

A -79 dBm μ-Watt Wake-Up Receiver for Energy Efficient ISM and LoRa Communication.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

Towards Real-Time Fast Unmanned Aerial Vehicle Detection Using Dynamic Vision Sensors.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

CycloWatt: An Affordable, TinyML-Enhanced IoT Device Revolutionizing Cycling Power Metrics.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

Work in Progress: Linear Transformers for TinyML.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Robustness Evaluation of Localization Techniques for Autonomous Racing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Noise Analysis and Modeling of the PMD Flexx2 Depth Camera for Robotic Applications.
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis.
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023
Robust and Efficient Depth-Based Obstacle Avoidance for Autonomous Miniaturized UAVs.
IEEE Trans. Robotics, December, 2023

Instrumentation and Measurement Systems: Aerosense: A Wireless, Non-Intrusive, Flexible, and MEMS-Based Aerodynamic and Acoustic Measurement System for Operating Wind Turbines.
IEEE Instrum. Meas. Mag., June, 2023

Energy-Efficient, Precise UWB-Based 3-D Localization of Sensor Nodes With a Nano-UAV.
IEEE Internet Things J., April, 2023

Towards the Future Generation of Railway Localization Exploiting RTK and GNSS.
Dataset, April, 2023

Comparison between an RSSI- and an MCPD-Based BLE Indoor Localization System.
Comput., March, 2023

TC-Driver: A Trajectory Conditioned Reinforcement Learning Approach to Zero-Shot Autonomous Racing.
Field Robotics, January, 2023

Efficient Inference With Model Cascades.
Trans. Mach. Learn. Res., 2023

Toward the Future Generation of Railway Localization Exploiting RTK and GNSS.
IEEE Trans. Instrum. Meas., 2023

Angle of Arrival and Centimeter Distance Estimation on a Smart UWB Sensor Node.
IEEE Trans. Instrum. Meas., 2023

A Unified Sensor Platform for Investigating Corona Effects on Overhead Lines.
IEEE Trans. Instrum. Meas., 2023

Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis.
CoRR, 2023

A Low-Power Neuromorphic Approach for Efficient Eye-Tracking.
CoRR, 2023

Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO.
CoRR, 2023

Latency and Power Consumption in 2.4 GHz IoT Wireless Mesh Nodes: An Experimental Evaluation of Bluetooth Mesh and Wirepas Mesh.
CoRR, 2023

Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems.
CoRR, 2023

A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines.
IEEE Access, 2023

Latency and Power Consumption in 2.4GHz IoT Wireless Mesh Nodes: An Experimental Evaluation of Bluetooth Mesh and Wirepas Mesh.
Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023

Advancing Freight Train Integrity Monitoring for Next-Generation Railway Signaling Using UWB Ranging.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

Securing Tiny Transformer-Based Computer Vision Models: Evaluating Real-World Patch Attacks.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

Assessing the Robustness of LiDAR, Radar and Depth Cameras Against Ill-Reflecting Surfaces in Autonomous Vehicles: An Experimental Study.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

Optimizing IoT-Based Asset and Utilization Tracking: Efficient Activity Classification with MINIROCKET on Resource-Constrained Devices.
Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

A Robust and Real-Time Hyper-Spectral Sensor-Fusion Model for Concrete Crack Segmentation.
Proceedings of the IEEE Sensors Applications Symposium, 2023

Grayscale and Event-Based Sensor Fusion for Robust Steering Prediction for Self-Driving Cars.
Proceedings of the IEEE Sensors Applications Symposium, 2023

Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining.
Proceedings of the IEEE Sensors Applications Symposium, 2023

3D Hand Tracking with Induced Magnetic Field.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Fully Automatic Gym Exercises Recording: An IoT Solution.
Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

Investigation of mmWave Radar Technology For Non-contact Vital Sign Monitoring.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023

Blade Position and Motion Estimation on the Surface of a Rotating Wind Turbine Through a Single MEMS IMU.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Towards Model Development for Sensor-Based Activity Recognition at the Construction Site.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

A LoRa-based Energy-efficient Sensing System for Urban Data Collection.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Towards Robust Velocity and Position Estimation of Opponents for Autonomous Racing Using Low-Power Radar.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Towards Robust and Efficient On-board Mapping for Autonomous Miniaturized UAVs.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Design and Evaluation of a LoRa Controlled Rugged Multisensor Unit for Induced Rockfall Experiments.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Towards Wearable Sweat Sensing for Glucose and Lactate: Sensors Characterisation.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

ColibriUAV: An Ultra-Fast, Energy-Efficient Neuromorphic Edge Processing UAV-Platform with Event-Based and Frame-Based Cameras.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Evaluating Spiking Neural Network on Neuromorphic Platform For Human Activity Recognition.
Proceedings of the 2023 International Symposium on Wearable Computers, 2023

TinyBird-ML: An ultra-low Power Smart Sensor Node for Bird Vocalization Analysis and Syllable Classification.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation.
IROS, 2023

LocalViT: Analyzing Locality in Vision Transformers.
IROS, 2023

Poster Abstract: A LoRa-based Energy-Efficient Sensing System for Urban Computing.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Poster Abstract: Battery-free and Passive Wake-up Receiver for Underwater Communication.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Demo Abstract: In-Ear-Voice - Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Poster Abstract: A Human Body Power Transfer System to Enable Battery-Less Sensor Nodes.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Poster Abstract: Contactless Vital Sign Monitoring using Low-Power FMCW Radar.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Simultaneous neuromorphic selection of multiple salient objects for event vision.
Proceedings of the International Joint Conference on Neural Networks, 2023

Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Ultra-Wideband Technology: Unlocking the Potential of Low Power IoT with Precise Localization and Energy-Efficient Wake-Up Radio.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Evaluation of a Non-Coherent Ultra-Wideband Transceiver for Micropower Sensor Nodes.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Towards Enhanced Bladder Volume Measurement with Context-Aware Bio-Impedance Sensor Fusion.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Model- and Acceleration-based Pursuit Controller for High-Performance Autonomous Racing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Learning continuous piecewise non-linear activation functions for deep neural networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Coverage Guaranteed Cooperative MIMO Formation for Underwater MI-Assisted Acoustic WSNs.
Proceedings of the IEEE International Conference on Communications, 2023

Low-cost Smart Raven Deterrent System with Tiny Machine Learning for Smart Agriculture.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

A Lora-Based and Maintenance-Free Cattle Monitoring System for Alpine Pastures and Remote Locations.
Proceedings of the 11th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2023

Energy-Aware Adaptive Sampling for Self-Sustainability in Resource-Constrained IoT Devices.
Proceedings of the 11th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2023

Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Skilog: A Smart Sensor System for Performance Analysis and Biofeedback in Ski Jumping.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Towards a Novel Ultrasound System Based on Low-Frequency Feature Extraction From a Fully-Printed Flexible Transducer.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2023

Automated Assessment and Guidance of Project Work.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2023

KP2Dtiny: Quantized Neural Keypoint Detection and Description on the Edge.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

Embedded neuromorphic attention model leveraging a novel low-power heterogeneous platform.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

Considerations when automating the assessment and guidance of Project Work (invited paper).
Proceedings of the Workshop on Automated Assessment and Guidance of Project Work co-located with 24th International Conference on Artificial Intelligence in Education (AIED 2023), 2023

2022
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications.
IEEE Trans. Instrum. Meas., 2022

Design and Performance Evaluation of an Ultralow-Power Smart IoT Device With Embedded TinyML for Asset Activity Monitoring.
IEEE Trans. Instrum. Meas., 2022

Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

An open platform for efficient drone-to-sensor wireless ranging and data harvesting.
Sustain. Comput. Informatics Syst., 2022

Fly, Wake-up, Find: UAV-based Energy-efficient Localization for Distributed Sensor Nodes.
Sustain. Comput. Informatics Syst., 2022

High-Accuracy Ranging and Localization With Ultrawideband Communications for Energy-Constrained Devices.
IEEE Internet Things J., 2022

Self-sustaining Ultra-wideband Positioning System for Event-driven Indoor Localization.
CoRR, 2022

Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines.
CoRR, 2022

TC-Driver: Trajectory Conditioned Driving for Robust Autonomous Racing - A Reinforcement Learning Approach.
CoRR, 2022

VitalPod: A Low Power In-Ear Vital Parameter Monitoring System.
Proceedings of the 18th International Conference on Wireless and Mobile Computing, 2022

WideVision: A Low-Power, Multi-Protocol Wireless Vision Platform for Distributed Surveillance.
Proceedings of the 18th International Conference on Wireless and Mobile Computing, 2022

Cardiac monitoring with novel low power sensors measuring upper thoracic electrostatic charge variation for long lasting wearable devices.
Proceedings of the 18th International Conference on Wireless and Mobile Computing, 2022

Performance Comparison between Decawave DW1000 and DW3000 in low-power double side ranging applications.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Self-sustainable IoT Wireless Sensor Node for Predictive Maintenance on Electric Motors.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Automatic Extraction of Muscle Fascicle Pennation Angle from Raw Ultrasound Data.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Towards lightweight deep neural network for smart agriculture on embedded systems.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Towards the Future Generation of Railway Localization and Signaling Exploiting sub-meter RTK GNSS.
Proceedings of the IEEE Sensors Applications Symposium, 2022

Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Demo Abstract: Towards Reliable Obstacle Avoidance for Nano-UAVs.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

A Low Power Infrared Sensor for Direction, Speed, Distance Finding for Contextual Intelligence.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Machine Learning In-Sensors: Computation-enabled Intelligent Sensors For Next Generation of IoT.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Realtime Hand-Gesture Recognition Based on Novel Charge Variation Sensor and IMU.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

RF Power Transmission for Self-sustaining Miniaturized IoT Devices.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

Predictive Energy-Aware Adaptive Sampling with Deep Reinforcement Learning.
Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

Towards a Multi-Pixel Time-of-Flight Indoor Navigation System for Nano-Drone Applications.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

Exploring Automatic Gym Workouts Recognition Locally on Wearable Resource-Constrained Devices.
Proceedings of the 13th IEEE International Green and Sustainable Computing Conference, 2022

Survey, Analysis and Comparison of Radar Technologies for Embedded Vital Sign Monitoring.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A RDMA Interface for Ultra-Fast Ultrasound Data-Streaming over an Optical Link.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Enabling Predictive Maintenance on Electric Motors Through a Self-sustainable Wireless Sensor Node.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

Real-Time Low Power Audio Distortion Circuit Modeling: a TinyML Deep Learning Approach.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Neuromorphic Event-Based Spatio-temporal Attention using Adaptive Mechanisms.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Survey and Comparison of Milliwatts Micro controllers for Tiny Machine Learning at the Edge.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

Tiny TCN model for Gesture Recognition With Multi-point Low power ToF-Sensors.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
RTK-LoRa: High-Precision, Long-Range, and Energy-Efficient Localization for Mobile IoT Devices.
IEEE Trans. Instrum. Meas., 2021

Energy-Positive Activity Recognition - From Kinetic Energy Harvesting to Smart Self-Sustainable Wearable Devices.
IEEE Trans. Biomed. Circuits Syst., 2021

ImpediSense: A long lasting wireless wearable bio-impedance sensor node.
Sustain. Comput. Informatics Syst., 2021

System Implementation Trade-Offs for Low-Speed Rotational Variable Reluctance Energy Harvesters.
Sensors, 2021

How Can Wake-up Radio Reduce LoRa Downlink Latency for Energy Harvesting Sensor Nodes?
Sensors, 2021

TinyRadarNN: Combining Spatial and Temporal Convolutional Neural Networks for Embedded Gesture Recognition With Short Range Radars.
IEEE Internet Things J., 2021

SmartHand: Towards Embedded Smart Hands for Prosthetic and Robotic Applications.
CoRR, 2021

High-Accuracy Ranging and Localization with Ultra-Wideband Communications for Energy-Constrained Devices.
CoRR, 2021

Ultra-Low Power Wake-Up Receiver for Location Aware Objects Operating with UWB.
Proceedings of the 17th International Conference on Wireless and Mobile Computing, 2021

Design and Implementation of an RSSI-Based Bluetooth Low Energy Indoor Localization System.
Proceedings of the 17th International Conference on Wireless and Mobile Computing, 2021

RF Power Transmission: Energy Harvesting for Self-Sustaining Miniaturized Sensor Nodes.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

A Battery-Free Long-Range Wireless Smart Camera for Face Recognition.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

WindNode: A Long-Lasting And Long-Range Bluetooth Wireless Sensor Node for Pressure and Acoustic Monitoring on Wind Turbines.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

Towards Always-on Event-based Cameras for Long-lasting Battery-operated Smart Sensor Nodes.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020
Piepser 2.0: A Self-Sustaining Smartwatch to Maximize the Paragliders Flytime.
IEEE Trans. Instrum. Meas., 2020

NB-IoT Versus LoRaWAN: An Experimental Evaluation for Industrial Applications.
IEEE Trans. Ind. Informatics, 2020

Wireless, Artefact Aware Impedance Sensor Node for Continuous Bio-Impedance Monitoring.
IEEE Trans. Biomed. Circuits Syst., 2020

A2Event: A Micro-Watt Programmable Frequency-Time Detector for Always-On Energy-Neutral Sensing.
Sustain. Comput. Informatics Syst., 2020

FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things.
IEEE Internet Things J., 2020

A Battery-Free Long-Range Wireless Smart Camera for Face Detection.
Proceedings of the 8th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2020

An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Sound event detection with binary neural networks on tightly power-constrained IoT devices.
Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

An Energy-efficient Localization System for Imprecisely Positioned Sensor Nodes with Flying UAVs.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

A Low Power and Smart Power Unit for Kinetic Self-Sustainable Wearable Devices.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

On the Energy Consumption and Ranging Accuracy of Ultra-Wideband Physical Interfaces.
Proceedings of the IEEE Global Communications Conference, 2020

Opportunistic Cluster Heads for Heterogeneous Networks Combining LoRa and Wake-up Radio.
Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020

Nanowatt Clock and Data Recovery for Ultra-Low Power Wake-Up Based Receivers.
Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020

A Non-invasive Wearable Bioimpedance System to Wirelessly Monitor Bladder Filling.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
A Wake-Up Radio-Based MAC Protocol for Autonomous Wireless Sensor Networks.
IEEE/ACM Trans. Netw., 2019

Self-Sustaining Acoustic Sensor With Programmable Pattern Recognition for Underwater Monitoring.
IEEE Trans. Instrum. Meas., 2019

FPGA Implementation of a Kalman-Based Motion Estimator for Levitated Nanoparticles.
IEEE Trans. Instrum. Meas., 2019

SmarTEG: An Autonomous Wireless Sensor Node for High Accuracy Accelerometer-Based Monitoring.
Sensors, 2019

HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data.
CoRR, 2019

Self-Sustainable Smart Ring for Long-Term Monitoring of Blood Oxygenation.
IEEE Access, 2019

EmbedUWB: Low Power Embedded High-Precision and Low Latency UWB Localization.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

FANNCortexM: An Open Source Toolkit for Deployment of Multi-layer Neural Networks on ARM Cortex-M Family Microcontrollers : Performance Analysis with Stress Detection.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Energy Harvesting Meets IoT: Fuelling Adoption of Transient Computing in Embedded Systems.
Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

TinyBird: An Energy Neutral Acoustic Bluetooth-Low-Energy Sensor Node with RF Energy Harvesting.
Proceedings of the 7th International Workshop on Energy Harvesting & Energy-Neutral Sensing Systems, 2019

SmartAid: A Low-Power Smart Hearing Aid For Stutterers.
Proceedings of the IEEE Sensors Applications Symposium, 2019

Hidden Markov Model-Based Asthmatic Wheeze Recognition Algorithm Leveraging the Parallel Ultra-Low-Power Processor (PULP).
Proceedings of the IEEE Sensors Applications Symposium, 2019

Piepser: A Smart Wrist-Worn Variometer To Maximize The Paragliders Flytime.
Proceedings of the IEEE Sensors Applications Symposium, 2019

Energy-autonomous On-rotor RPM Sensor Using Variable Reluctance Energy Harvesting.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

Wireless Power Transmission Powering Miniaturized Low Power IoT devices: A Revie.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

LoRa vs. LoRa: In-Field Evaluation and Comparison For Long-Lifetime Sensor Nodes.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

NETWIS: A Scalable and Robust Body Sensor Network For Biomedical Application.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

An Energy Efficient System for Touch Modality Classification in Electronic Skin Applications.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Low Power Embedded Gesture Recognition Using Novel Short-Range Radar Sensors.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

EdgeEye: A Long-Range Energy-Efficient Vision Node For Long-Term Edge Computing.
Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019

ZeroPowerTouch: Zero-Power Smart Receiver for Touch Communication and Sensing in Wearable Applications.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018
Design and Evaluation of a Low-Power Sensor Device for Induced Rockfall Experiments.
IEEE Trans. Instrum. Meas., 2018

On-Demand LoRa: Asynchronous TDMA for Energy Efficient and Low Latency Communication in IoT.
Sensors, 2018

Leveraging Energy Harvesting and Wake-Up Receivers for Long-Term Wireless Sensor Networks.
Sensors, 2018

Long-short range communication network leveraging LoRa™ and wake-up receiver.
Microprocess. Microsystems, 2018

Selected Articles from the NGCAS 2017 Conference.
J. Low Power Electron., 2018

An Energy Efficient E-Skin Embedded System for Real-Time Tactile Data Decoding.
J. Low Power Electron., 2018

KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs.
Proceedings of the 14th International Conference on Wireless and Mobile Computing, 2018

On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver.
Proceedings of the 14th International Conference on Wireless and Mobile Computing, 2018

Combining microbial fuel cell and ultra-low power event-driven audio detector for zero-power sensing in underwater monitoring.
Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

An accurate system for optimal state estimation of a levitated nanoparticle.
Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Zero-power receiver for touch communication and touch sensing: poster abstract.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Combining LoRa and RTK to achieve a high precision self-sustaining geo-localization system: poster abstract.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Nanowatt Wake-Up Radios: Discrete-Components and Integrated Architectures.
Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Time-frequency pattern wake-up detector for low-power always-on sensing of acoustic events.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

A Self-Sustaining Micro-Watt Programmable Smart Audio Sensor for Always-On Sensing.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

Embedded Classification of Local Field Potentials Recorded from Rat Barrel Cortex with Implanted Multi-Electrode Array.
Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017
A Generic Framework for Modeling MAC Protocols in Wireless Sensor Networks.
IEEE/ACM Trans. Netw., 2017

Accelerated Visual Context Classification on a Low-Power Smartwatch.
IEEE Trans. Hum. Mach. Syst., 2017

Kinetic AC/DC Converter for Electromagnetic Energy Harvesting in Autonomous Wearable Devices.
IEEE Trans. Circuits Syst. II Express Briefs, 2017

Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network.
Mob. Networks Appl., 2017

A Low-Complexity Eyewear System for Direction-based Augmented Reality Applications.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

Energy Efficient System for Tactile Data Decoding Using an Ultra-Low Power Parallel Platform.
Proceedings of the New Generation of CAS, 2017

Target following on nano-scale Unmanned Aerial Vehicles.
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

DeepEmote: Towards multi-layer neural networks in a low power wearable multi-sensors bracelet.
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

Powering smart wearable systems with flexible solar energy harvesting.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Long-term monitoring of small-sized birds using a miniaturized bluetooth-low-energy sensor node.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

Wearable Energy Harvesting: From body to battery.
Proceedings of the 12th International Conference on Design & Technology of Integrated Systems In Nanoscale Era, 2017

WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
Design, Implementation, and Performance Evaluation of a Flexible Low-Latency Nanowatt Wake-Up Radio Receiver.
IEEE Trans. Ind. Informatics, 2016

InfiniTime: Multi-sensor wearable bracelet with human body harvesting.
Sustain. Comput. Informatics Syst., 2016

An Energy Aware Adaptive Sampling Algorithm for Energy Harvesting WSN with Energy Hungry Sensors.
Sensors, 2016

Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks.
CoRR, 2016

b+WSN: Smart beehive with preliminary decision tree analysis for agriculture and honey bee health monitoring.
Comput. Electron. Agric., 2016

A dual-band wake-up radio for ultra-low power Wireless Sensor Networks.
Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2016

A Dual Processor Energy-Efficient Platform with Multi-core Accelerator for Smart Sensing.
Proceedings of the Sensor Systems and Software - 7th International Conference, S-Cube 2016, 2016

Smart LED Lights Control Using Nano-Power Wake Up Radios.
Proceedings of the Sensor Systems and Software - 7th International Conference, S-Cube 2016, 2016

SHelmet: An Intelligent Self-sustaining Multi Sensors Smart Helmet for Bikers.
Proceedings of the Sensor Systems and Software - 7th International Conference, S-Cube 2016, 2016

SNW-MAC: An Asynchronous Protocol Leveraging Wake-Up Receivers for Data Gathering in Star Networks.
Proceedings of the Sensor Systems and Software - 7th International Conference, S-Cube 2016, 2016

A wake-up receiver with ad-hoc antenna co-design for wearable applications.
Proceedings of the IEEE Sensors Applications Symposium, 2016

Practical Implementation Aspects of the Data Timed Sending (DTS) Protocol Using Wake-up Radio (WuR).
Proceedings of the Pervasive Computing Paradigms for Mental Health, 2016

Autonomous smartwatch with flexible sensors for accurate and continuous mapping of skin temperature.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Poster Abstract: KinetiSee - A Perpetual Wearable Camera Acquisition System with a Kinetic Harvester.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Poster Abstract: An Ultra-Low Power Wake up Radio with Addressing and Retransmission Capabilities for Advanced Energy Efficient MAC Protocols.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Poster Abstract: MagoNode++ - A Wake-Up-Radio-Enabled Wireless Sensor Mote for Energy-Neutral Applications.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Poster Abstract: Wake-Up Receivers for Energy Efficient and Low Latency Communication.
Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Evaluation of synchronization protocols for fine-grain HPC sensor data time-stamping and collection.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Analytical and Experimental Evaluation of Wake-Up Receivers Based Protocols.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Low Latency and Energy Efficient Communication Architecture for Heterogeneous Long-Short Range Communication.
Proceedings of the 2016 Euromicro Conference on Digital System Design, 2016

Low-power multichannel spectro-temporal feature extraction circuit for audio pattern wake-up.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Dynamic energy burst scaling for transiently powered systems.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015
A 2.4 GHz-868 MHz dual-band wake-up radio for wireless sensor network and IoT.
Proceedings of the 11th IEEE International Conference on Wireless and Mobile Computing, 2015

Energy aware adaptive sampling algorithm for energy harvesting wireless sensor networks.
Proceedings of the IEEE Sensors Applications Symposium, 2015

b+WSN: Smart beehive for agriculture, environmental, and honey bee health monitoring - Preliminary results and analysis.
Proceedings of the IEEE Sensors Applications Symposium, 2015

Self-powered wireless sensor nodes for monitoring radioactivity in contaminated areas using unmanned aerial vehicles.
Proceedings of the IEEE Sensors Applications Symposium, 2015

An Energy Neutral Wearable Camera with EPD Display.
Proceedings of the 2015 workshop on Wearable Systems and Applications, 2015

Big brother for bees (3B) - Energy neutral platform for remote monitoring of beehive imagery and sound.
Proceedings of the 6th International Workshop on Advances in Sensors and Interfaces, 2015

Asynchronous on demand MAC protocol using wake-up radio in wireless body area network.
Proceedings of the 6th International Workshop on Advances in Sensors and Interfaces, 2015

Towards Internet of Things for event-driven low-power gas sensing using carbon nanotubes.
Proceedings of the 6th International Workshop on Advances in Sensors and Interfaces, 2015

Ultra-Low Power Context Recognition Fusing Sensor Data from an Energy-Neutral Smart Watch.
Proceedings of the Internet of Things. IoT Infrastructures, 2015

Beyond duty cycling: Wake-up radio with selective awakenings for long-lived wireless sensing systems.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Development of an heterogeneous wireless sensor network for instrumentation and analysis of beehives.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Extending Body Sensor Nodes' Lifetime Using a Wearable Wake-up Radio.
Proceedings of the Future Access Enablers for Ubiquitous and Intelligent Infrastructures, 2015

Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks.
Proceedings of the 13th IEEE International Conference on Embedded and Ubiquitous Computing, 2015

Accelerating real-time embedded scene labeling with convolutional networks.
Proceedings of the 52nd Annual Design Automation Conference, 2015

A Smart LED Light Control System for Environmentally Friendly Buildings.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2015

2014
Ensuring Survivability of Resource-Intensive Sensor Networks Through Ultra-Low Power Overlays.
IEEE Trans. Ind. Informatics, 2014

Extended Wireless Monitoring Through Intelligent Hybrid Energy Supply.
IEEE Trans. Ind. Electron., 2014

A low power wireless node for contact and contactless heart monitoring.
Microelectron. J., 2014

Wake-up radio receiver based power minimization techniques for wireless sensor networks: A review.
Microelectron. J., 2014

An ultra low power high sensitivity wake-up radio receiver with addressing capability.
Proceedings of the IEEE 10th International Conference on Wireless and Mobile Computing, 2014

A high-sensitivity fully passive wake-up radio front-end for wireless sensor nodes.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

InfiniTime: A multi-sensor energy neutral wearable bracelet.
Proceedings of the International Green Computing Conference, 2014

Video Surveillance Applications Based on Ultra-Low Power Sensors.
Proceedings of the Ad Hoc Networks - 6th International ICST Conference, 2014

2013
Multimodal Video Analysis on Self-Powered Resource-Limited Wireless Smart Camera.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2013

Wearable low power dry surface wireless sensor node for healthcare monitoring application.
Proceedings of the 9th IEEE International Conference on Wireless and Mobile Computing, 2013

Heterogeneous multi-harvester for wireless sensor networks.
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems, 2013

Powering wireless sensor nodes with micro fuel cells.
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems, 2013

Ultra low power asynchronous MAC protocol using wake-up radio for energy neutral WSN.
Proceedings of the 1st International Workshop on Energy Neutral Sensing Systems, 2013

Demo Abstract: SmartSync; When Toys Meet Wireless Sensor Networks.
Proceedings of the Real-World Wireless Sensor Networks, 2013

Power management techniques for Wireless Sensor Networks: A review.
Proceedings of the 5th IEEE International Workshop on Advances in Sensors and Interfaces, 2013

A versatile biomedical wireless sensor node with novel drysurface sensors and energy efficient power management.
Proceedings of the 5th IEEE International Workshop on Advances in Sensors and Interfaces, 2013

Low-power wireless accelerometer-based system for wear detection of bandsaw blades.
Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

A power-aware multi harvester power unit with hydrogen fuel cell for embedded systems in outdoor applications.
Proceedings of the International Green Computing Conference, 2013

A survey of multi-source energy harvesting systems.
Proceedings of the Design, Automation and Test in Europe, 2013

Combination of hybrid energy harvesters with MEMS piezoelectric and nano-Watt radio wake up to extend lifetime of system for wireless sensor nodes.
Proceedings of the ARCS 2013, 2013

A Multi Harvester with Hydrogen Fuel Cell for Outdoor Applications.
Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2013

2012
Analytic comparison of wake-up receivers for WSNs and benefits over the wake-on radio scheme.
Proceedings of the 7th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2012

Combined methods to extend the lifetime of power hungry WSN with multimodal sensors and nanopower wakeups.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

Smart power unit with ultra low power radio trigger capabilities for wireless sensor networks.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011
Energy-aware objects abandon / removal detection.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Energy aware multimodal embedded video surveillance.
Proceedings of the 18th IEEE/IFIP VLSI-SoC 2010, 2010

Energy Efficient Cooperative Multimodal Ambient Monitoring.
Proceedings of the Smart Sensing and Context - 5th European Conference, 2010

2009
Adaptive power control for solar harvesting multimodal wireless smart camera.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

Multimodal Abandoned/Removed Object Detection for Low Power Video Surveillance Systems.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
A Solar-powered Video Sensor Node for Energy Efficient Multimodal Surveillance.
Proceedings of the 11th Euromicro Conference on Digital System Design: Architectures, 2008

2007
Reconfiguration Strategies for Environmentally Powered Devices: Theoretical Analysis and Experimental Validation.
Trans. High Perform. Embed. Archit. Compil., 2007

A low-power wireless video sensor node for distributed object detection.
J. Real Time Image Process., 2007

Distributed video surveillance using hardware-friendly sparse large margin classifiers.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007


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