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Shimosaka Research Group

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Projects

Projects

Device-Free Multi-Person Indoor Localization Using the Change of ToF

Device-Free Multi-Person Indoor Localization Using the Change of ToF

2023/03/03 | Projects | 337 views |
Adaptive incremental beacon placement optimization for crowd density monitoring applications

Adaptive incremental beacon placement optimization for crowd density monitoring applications

With the pandemic of COVID-19, indoor crowd density monitoring has become one of the most critical responsibilities of public space managers. The University of Tokyo released an indoor density monitoring…

2021/11/01 | Projects | 1122 views |
Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data

Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data

2021/10/05 | Projects | 1268 views |
Robustifying Wi-Fi localization by Between-Location data augmentation

Robustifying Wi-Fi localization by Between-Location data augmentation

In Wi-Fi fingerprint-based indoor localization, we need to acquire a dataset with a high-density dataset in the target environment in this framework. To overcome the data acquisition cost problem, we…

2021/09/28 | Projects | 1128 views |
Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs

Driving behavior modeling at un-signalized intersection with inverse reinforcement learning on sequential MDPs

2021/07/12 | Projects | 1622 views |
Construction vehicle activity recognition based on sensor data

Construction vehicle activity recognition based on sensor data

2021/03/16 | Projects | 1288 views |
Multi-Task Multi-Order Poisson Regression for urban dynamics prediction

Multi-Task Multi-Order Poisson Regression for urban dynamics prediction

2021/03/15 | Projects | 1210 views |
Fast and stable IRL based driving behavior modeling in continuous state space

Fast and stable IRL based driving behavior modeling in continuous state space

Driving behavior prediction has recently gained popularity and been expected towards Advanced Driver Assistance System (ADAS). For these predictions, designing a reward function which assigns high values to ideal behaviors,…

2021/03/15 | Projects | 1102 views |
Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

Predicting anomalous crowds with anomaly score-matching-based regression using transit search logs and GPS mobility logs

2021/02/24 | Projects | 1301 views |
GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

GroupWiLo: Accurate and Low-cost Wi-Fi-based Localization with Minimization of Parameter Total Variation

2020/11/10 | Projects | 1392 views |
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Recent News

  • Presenting our paper on data-driven Bluetooth RSSI simulation with neural generative models at IPIN2023 2023/09/14
  • Device-Free Multi-Person Indoor Localization Using the Change of ToF 2023/03/03
  • Presenting our paper on Device-Free Multi-Person Indoor Localization Using the Change of ToF at PerCom2023 2023/02/28
  • Our paper on Efficient Adaptive Beacon Deployment Optimization for Indoor Crowd Monitoring has been published in IMWUT. 2023/01/24
  • Presenting our paper on Robust Continuous MaxEnt IRL with RRT at IV2022 2022/06/09
  • Presenting our paper on Efficient Indoor Localization Model Construction by Sequential Recommendation of Data Gathering Position based on Bayesian Optimization at IPIN2021 2021/11/29
  • Adaptive incremental beacon placement optimization for crowd density monitoring applications 2021/11/01
  • Presenting 2 papers at ACM SIGSPATIAL 2021 2021/11/01
  • Fine-grained Urban Dynamics Prediction using Large-Scale Mobile Phone Location Data 2021/10/05
  • Robustifying Wi-Fi localization by Between-Location data augmentation 2021/09/28

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