Janani

@rmd.ac.in

Assistant Professor
r.m.d. engineering college

7

Scopus Publications

Scopus Publications

  • Deep learning techniques for pedestrian detection system
    S. Geetha Priya, G. Janani, M. Radhika
    Aip Conference Proceedings, 2025
  • A Novel Approach to Emergency Infrastructure Monitoring via Digital Twin Technology: Building Disaster-Resilient Edge-Cloud Computing Architectures
    Sumalatha A, T.Vijayanandh, Janani.G, Mohammad Omar Sabri, Laxmi, et al.
    2025 IEEE 7th International Conference on Computing Communication and Automation Iccca 2025, 2025
  • Glove based Myocardial Infarction Prediction and Alert System using Internet of Things
    V D Nandhini, P J Ragu, D Sowmiya, Janani G, Sarmila R, et al.
    Proceedings of the 6th International Conference on Smart Electronics and Communication Icosec 2025, 2025
  • Theoretical study and analysis of advanced wireless sensor network techniques in Internet of Things (IoT)
    B. Yamini, Pradeep G, Kalaiyarasi D, Jayaprakash M, Janani G, et al.
    Measurement Sensors, 2024
  • PoBTx(Proof of Block and Transaction): An Efficient Consensus Algorithm for IoT Business Blockchain
    M. C Jobin Christ, D. Kalaiyarasi, Janani G, K. Senthamilselvan, D Kirubakaran, et al.
    Proceedings of the 2023 2nd International Conference on Augmented Intelligence and Sustainable Systems Icaiss 2023, 2023
    The rise of Internet of Things (IoT) networks has brought about numerous challenges in Industry 4.0 that can be addressed by blockchain technology. However, conventional business blockchain algorithms are inadequate for large-scale IoT systems and need to be adapted to make them scalable for IoT. This may require simplifying complex consensus-based security measures. This paper proposes a novel Proof of Block and Transaction (PoBTx) consensus algorithm, combining the advantages of Proof of Trade (PoT) and Proof of Block (PoB) approaches. PoBTx is tailored for IoT networks, addressing energy and computational constraints. The comprehensive analysis demonstrates its improvements in security, computation time, memory, and throughput compared to traditional consensus algorithms, making PoBTx a promising solution for large-scale IoT networks.
  • Structured Data Collection Algorithm for Wearable Device in IoT and WSN
    K. Neela, Janani G, S Saranya, Sangar Subramaniam
    Proceedings 2022 6th International Conference on Intelligent Computing and Control Systems Iciccs 2022, 2022
    Connected devices will benefit from integrating Wireless Sensor Networks with the Internet of Things (IoT). WSN/IoT-based applications and their components, however, the short life expectancy of edge devices constituted a significant obstacle to various energy sources. One of the difficulties is keeping track of everything that uses the least amount of energy. Consider the following: Edge devices that are activated by the Global Positioning System (GPS), Devices that generate complicated data are classified as complex data generators. Its position information is represented by a significant number of bits. As a result, more energy is used. This is because transmitting a single bit via WSN/IoT requires more energy than just running a few microcontroller instructions. A wearable and mobile tracking device data collection technique that may be employed in the IoT and WSN systems will be discussed in this study. Simulations using a real-time dataset executing numerous microcontroller instructions were used to assess the suggested algorithm's performance.
  • Automated system for diagnosing uterine cervical cancer using genetic algorithm
    International Journal of Control Theory and Applications, 2016