Search Results for author: Bo Tan

Found 7 papers, 0 papers with code

Fault-Tolerant Collaborative Inference through the Edge-PRUNE Framework

no code implementations16 Jun 2022 Jani Boutellier, Bo Tan, Jari Nurmi

Collaborative inference has received significant research interest in machine learning as a vehicle for distributing computation load, reducing latency, as well as addressing privacy preservation in communications.

BIG-bench Machine Learning Distributed Computing

Wi-Fi Based Passive Human Motion Sensing for In-Home Healthcare Applications

no code implementations13 Apr 2022 Bo Tan, Alison Burrows, Robert Piechocki, Ian Craddock, Karl Woodbridge, Kevin Chetty

The experiment results offer potential for promising healthcare applications using Wi-Fi passive sensing in the home to monitor daily activities, to gather health data and detect emergency situations.

Improved Sensing and Positioning via 5G and mmWave radar for Airport Surveillance

no code implementations28 Feb 2022 Bo Tan, Elena Simona Lohan, Bo Sun, Wenbo Wang, Taylan Yesilyurt, Christophe Morlaas, Carlos David Morales Pena, Kanaan Abdo, Fathia Ben Slama, Alexandre Simonin, Mohamed Ellejmi

This paper explores an integrated approach for improved sensing and positioning with applications in air traffic management (ATM) and in the Advanced Surface Movement Guidance and Control System (A-SMGCS).


Using Wi-Fi Signal as Sensing Medium: Passive Radar, Channel State Information and Followups

no code implementations9 Jan 2022 Bo Tan, Bo Sun

The idea of exploiting the Wi-Fi bursts as the medium for sensing purposes, particularly for the human targets in the indoor environment, was cultivated in both radar and computer science communities and it has became a noticeable research genre with cross-disciplinary impact in security, healthcare, human-machine interaction etc. This article comparatively introduces passive radar based and channel state information (CSI) based approaches.

Converging Radar and Communications in the Superposition Transmission

no code implementations12 Aug 2021 Wenbo Wang, Bo Tan, Elena Simona Lohan, Mikko Valkama

Under communications quality-of-service (QoS) constraints, the joint performance region of communications sum rate and radar estimation error variance is studied.


Unsupervised Doppler Radar-Based Activity Recognition for e-Healthcare

no code implementations18 Mar 2021 Yordanka Karayaneva, Sara Sharifzadeh, Wenda Li, Yanguo Jing, Bo Tan

This study proposes two unsupervised feature extraction methods for the purpose of human activity monitoring using Doppler-streams.

Activity Recognition Texture Classification

Home Activity Monitoring using Low Resolution Infrared Sensor

no code implementations13 Nov 2018 Lili Tao, Timothy Volonakis, Bo Tan, Yanguo Jing, Kevin Chetty, Melvyn Smith

We evaluate the proposed method on a state-of-the-art dataset and experimentally confirm that our approach outperforms the baseline method.

Home Activity Monitoring Specificity

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