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08/21/2023
Instance-based Learning with Prototype Reduction for Real-Time Proportional Myocontrol: A Randomized User Study Demonstrating Accuracy-preserving Data Reduction for Prosthetic
This work presents the design, implementation and validation of learning...
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09/01/2022
Incremental Online Learning Algorithms Comparison for Gesture and Visual Smart Sensors
Tiny machine learning (TinyML) in IoT systems exploits MCUs as edge devi...
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03/16/2022
Reliable Transiently-Powered Communication
Frequent power failures can introduce significant packet losses during c...
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03/04/2022
Exploring Scalable, Distributed Real-Time Anomaly Detection for Bridge Health Monitoring
Modern real-time Structural Health Monitoring systems can generate a con...
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02/16/2022
NORM: An FPGA-based Non-volatile Memory Emulation Framework for Intermittent Computing
Intermittent computing systems operate by relying only on harvested ener...
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12/03/2021
Scale up to infinity: the UWB Indoor Global Positioning System
Determining assets position with high accuracy and scalability is one of...
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11/30/2021
TinyML Platforms Benchmarking
Recent advances in state-of-the-art ultra-low power embedded devices for...
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10/17/2021
On-line Optimal Ranging Sensor Deployment for Robotic Exploration
Navigation in an unknown environment without any preexisting positioning...
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09/18/2021
KNN Learning Techniques for Proportional Myocontrol in Prosthetics
This work has been conducted in the context of pattern-recognition-based...
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08/01/2021
Automated Pest Detection with DNN on the Edge for Precision Agriculture
Artificial intelligence has smoothly penetrated several economic activit...
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05/21/2021
Trimming Feature Extraction and Inference for MCU-based Edge NILM: a Systematic Approach
Non-Intrusive Load Monitoring (NILM) enables the disaggregation of the g...
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04/27/2021
Structural Health Monitoring system with Narrowband IoT and MEMS sensors
Monitoring of civil infrastructures is critically needed to track aging,...
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07/16/2019
Cooperative UAVs Gas Monitoring using Distributed Consensus
This paper addresses the problem of target detection and localisation in...
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02/18/2019
Slotted ALOHA on LoRaWAN - Design, Analysis, and Deployment
LoRaWAN is one of the most promising standards for long-range sensing ap...
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02/18/2019
A LoRaWAN Wireless Sensor Network for Data Center Temperature Monitoring
High-performance computing installations, which are at the basis of web ...
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09/14/2018
Lightweight Synchronization Algorithm with Self-Calibration for Industrial LORA Sensor Networks
Wireless sensor and actuator networks are gaining momentum in the era of...
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09/06/2018