@tonkit
W

Wannida Putthividhya, Ph.D.

Assistant Professor

Research Interests

Internet of ThingsCloud ComputingNetworkingMachine Learning

Projects

8 projects

Noise Map

Developing tools to create noise exposure contour data using IoT devices, mobile applications, and chatbots with geographic position overlay on a map.

Internet of Things
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Aircraft Noise Calculator

A calculation algorithm using machine learning for a single flyover aircraft noise event to determine cumulative aircraft noise levels.

Machine Learning
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Smart Air Quality Monitor

Real-time air quality monitoring system using low-cost sensors deployed across urban areas, with data visualization dashboards and mobile alerts.

Internet of ThingsCloud Computing
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Indoor Localization System

Fingerprint-based indoor positioning using Wi-Fi signals and deep learning to achieve sub-meter accuracy in complex building environments.

Networking
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Edge AI Inference Framework

Lightweight inference framework for deploying trained neural networks on resource-constrained IoT edge devices with optimized power consumption.

Machine LearningInternet of Things
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Campus Network Digital Twin

Digital twin model of a university campus network for simulating traffic loads, fault injection, and capacity planning without disrupting live infrastructure.

Networking
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+2 more projects not shown

Publications

7 publications

  • Algorithm for Calculation of the Measured Single Fly-over Aircraft Noise

    Krittika Lertsawat,Thapana Boonchoo

    2023

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  • Analysis of the short-term noise situation around Bangkok International Airport

    Krittika Lertsawat,Alongkorn Pimpin

    Inter-noise 2023, Chiba, Japan

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  • Deep Learning-Based Anomaly Detection for IoT Sensor Streams

    Krittika Lertsawat,Wannida Putthividhya

    IEEE Internet of Things Journal, 2024

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  • Federated Learning with Differential Privacy for Healthcare IoT Networks

    Wannida Putthividhya,Nattapon Siripanumas

    ACM CCS Workshop on Privacy in the Electronic Society, 2024

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  • Wi-Fi Fingerprinting with Transfer Learning for Indoor Localization

    Alongkorn Pimpin,Wannida Putthividhya,Suchada Rungta

    IEEE Wireless Communications and Networking Conference, 2023

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+2 more publications not shown