Skip to main content

4 Result(s)

within H. K. I. S. Lakmal Remove this filter

and

  1. No Access

    Chapter and Conference Paper

    Three-Dimensional Wireless Indoor Localization with Machine Learning Algorithms for Location-Based IoT Applications

    This paper presents a novel Machine Learning (ML)-based approach for radio signal-based indoor localizations. In modern location-based Internet of Things (IoT) applications, it is necessary to sense the locati...

    M. W. P. Maduranga, H. K. I. S. Lakmal, L. P. Kalansooriya in Asia Pacific Advanced Network (2024)

  2. No Access

    Chapter and Conference Paper

    Terminal Voltage Prediction of Solar-Wind Hybrid Systems with Time Series Decomposition: An Analysis and Comparative Study

    The demand for clean and sustainable energy sources has escalated in recent years due to growing concerns about climate change and the depletion of traditional fossil fuel reserves. Renewable energy technologi...

    Y. S. P. Weerasinghe, H. K. I. S. Lakmal… in Asia Pacific Advanced Network (2024)

  3. No Access

    Chapter and Conference Paper

    Improved 3D Wireless Indoor Localization with Deep Learning Algorithms

    This paper presents a novel deep neural network (DNN) approach for indoor localization problems. In this method, we use the received signal strength indicator (RSSI) values representing the distance measuremen...

    M. W. P. Maduranga, H. K. I. S. Lakmal… in Proceedings of the International Conferenc… (2024)

  4. No Access

    Chapter and Conference Paper

    Illuminating the Roads: Night-to-Day Image Translation for Improved Visibility at Night

    Image enhancement and night-to-day image translation are the most prominent approaches for improving visibility at night. Yet, the capability of improving visibility using image enhancement techniques, such as...

    H. K. I. S. Lakmal, M. B. Dissanayake in Asia Pacific Advanced Network (2024)