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03/20/2023
Automatic Measures for Evaluating Generative Design Methods for Architects
The recent explosion of high-quality image-to-image methods has prompted...
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11/03/2022
Sensor Control for Information Gain in Dynamic, Sparse and Partially Observed Environments
We present an approach for autonomous sensor control for information gat...
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04/03/2020
On-board Deep-learning-based Unmanned Aerial Vehicle Fault Cause Detection and Identification
With the increase in use of Unmanned Aerial Vehicles (UAVs)/drones, it i...
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03/28/2020
Energy-efficient Analog Sensing for Large-scale and High-density Persistent Wireless Monitoring
The research challenge of current Wireless Sensor Networks (WSNs) is to ...
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11/11/2019
UW-MARL: Multi-Agent Reinforcement Learning for Underwater Adaptive Sampling using Autonomous Vehicles
Near-real-time water-quality monitoring in uncertain environments such a...
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06/30/2019
Secure Mobile Technologies for Proactive Critical Infrastructure Situational Awareness
Trustworthy operation of our national critical infrastructures, such as ...
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06/30/2019
Towards Ultra-low-power Realization of Analog Joint Source-Channel Coding using MOSFETs
Certain sensing applications such as Internet of Things (IoTs), where th...
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06/30/2019
Energy-efficient Wireless Analog Sensing for Persistent Underwater Environmental Monitoring
The design of sensors or "things" as part of the new Internet of Underwa...
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06/30/2019
Towards Wireless Health Monitoring via Analog Signal Compression based Biosensing Platform
Wireless all-analog biosensor design for concurrent microfluidic and phy...
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06/30/2019
Analog Signal Compression and Multiplexing Techniques for Healthcare Internet of Things
Scalability is a major issue for Internet of Things (IoT) as the total a...
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06/30/2019
Low-power All-analog Circuit for Rectangular-type Analog Joint Source Channel Coding
A low-complexity all-analog circuit is proposed to perform efficiently A...
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06/30/2019
Improved Circuit Design of Analog Joint Source Channel Coding for Low-power and Low-complexity Wireless Sensors
To enable low-power and low-complexity wireless monitoring, an improved ...
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06/28/2019
Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data
Corner cases are the main bottlenecks when applying Artificial Intellige...
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04/29/2019
Argus: Smartphone-enabled Human Cooperation via Multi-Agent Reinforcement Learning for Disaster Situational Awareness
Argus exploits a Multi-Agent Reinforcement Learning (MARL) framework to ...
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04/21/2019