IECE - Institute of Emerging and Computer Engineers

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    Author 2
    ORCID
    0000-0003-4947-5018
    Bilal Mushtaq
    Beaconhouse International College, Islamabad
    Summary
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    Free Access | Research Article | 19 November 2024
    IoT-based Smart Home Automation Using Gesture Control and Machine Learning for Individuals with Auditory Challenges
    by
    Baleegha Fatima
    ,
    Bilal Mushtaq
    ,
    Muhammad Ammar Iqbal
    ,
    Abbas Ahmed
    IECE Transactions on Internet of Things | Volume 2, Issue 4: 74-82, 2024 | DOI:10.62762/TIOT.2024.723193
    Abstract
    This paper reviews advancements in assistive technology for deaf and hard of hearing individuals, highlighting the Internet of Things' (IoTs) pivotal role in enhancing their daily lives. Despite progress in sign language technologies, communication barriers persist. To address these gaps, we developed a video-based American Sign Language (ASL) identification system. Our approach utilizes MediaPipe for hand tracking, OpenCV for image normalization, and Gesture Control Convolutional Neural Network (CNN) for gesture localization. Implemented in Python, the system records video streams, filters hand regions, and recognizes ASL letter gestures with high accuracy. Leveraging computer vision and ma... More >
    Graphical Abstract
    IoT-based Smart Home Automation Using Gesture Control and Machine Learning for Individuals with Auditory Challenges
    Free Access | Research Article | 21 October 2024
    RF Planning And Optimization Of 5G On The City Campus (MUST) of Mirpur, Pakistan
    by
    Adnan Khokher
    ,
    Bilal Mushtaq
    ,
    Muhammad Abdul Rehman
    ,
    Muhamamd Jamshed Abbas
    IECE Transactions on Sensing, Communication, and Control | Volume 1, Issue 1: 52-59, 2024 | DOI:10.62762/TSCC.2024.670663
    Abstract
    As we know, the world is rapidly moving towards 5G and B5G technology to achieve high data rates, massive communication capacity, connectivity, and low latency. 5G offers a latency of less than 1 ms and extremely high data volume compared to previous technologies. The main challenge is the complex nature of 5G network deployment, especially at high frequencies (3–300 GHz) on a university campus with varied building structures. In this paper, we will discuss a scenario for deploying 5G at the Mirpur University of Science and Technology (MUST) in Mirpur, Pakistan so that telecom operators and vendors who wish to deploy a 5G network on the campus in the future can draw on our research finding... More >
    Graphical Abstract
    RF Planning And Optimization Of 5G On The City Campus (MUST) of Mirpur, Pakistan