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03/06/2022
Watch from sky: machine-learning-based multi-UAV network for predictive police surveillance
This paper presents the watch-from-sky framework, where multiple unmanne...
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12/17/2021
Communication-oriented Model Fine-tuning for Packet-loss Resilient Distributed Inference under Highly Lossy IoT Networks
The distributed inference (DI) framework has gained traction as a techni...
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10/29/2021
Frame-Capture-Based CSI Recomposition Pertaining to Firmware-Agnostic WiFi Sensing
With regard to the implementation of WiFi sensing agnostic according to ...
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10/27/2021
Beamforming Feedback-based Model-driven Angle of Departure Estimation Toward Firmware-Agnostic WiFi Sensing
This paper proves that the angle of departure (AoD) estimation using the...
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07/10/2021
Computer Vision-assisted Single-antenna and Single-anchor RSSI Localization Harnessing Dynamic Blockage Events
This paper demonstrates the feasibility of single-antenna and single-RF ...
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04/28/2021
Packet-Loss-Tolerant Split Inference for Delay-Sensitive Deep Learning in Lossy Wireless Networks
The distributed inference framework is an emerging technology for real-t...
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09/29/2020
Online Trainable Wireless Link Quality Prediction System using Camera Imagery
Machine-learning-based prediction of future wireless link quality is an ...
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08/14/2020
Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data
This study develops a federated learning (FL) framework overcoming large...
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04/21/2020