Research Scholar at Srinivasa Institute of engineering and technology, India
V.G. Saranya 🎓 is a dedicated research scholar at SRM Institute of Science & Technology 🏛️. She earned her B.E. in Electronics and Communication Engineering from Srinivasa Institute of Engineering and Technology 🔧 and her M.E. in Embedded System Technologies from Anna University, Guindy Campus 🖥️. Currently pursuing her Ph.D. 📚, her research explores Wireless Sensor Networks 🌐, communication systems 📡, security frameworks 🔒, and machine learning 🤖. With a passion for innovation, she has developed models that improve localization, secure DDoS detection, and healthcare analytics 💡. She actively contributes to smart and sustainable tech solutions 🌱.
Professional Profile:
Scopus
🔹 Education & Experience
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🎓 B.E. in Electronics and Communication Engineering – Srinivasa Institute of Engineering and Technology, Anna University
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🎓 M.E. in Embedded System Technologies – College of Engineering, Guindy, Anna University (2016)
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🧪 Ph.D. in Progress – SRM Institute of Science & Technology
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👩💻 Research Experience – Wireless Sensor Networks, Communication Systems, Network Security & Machine Learning
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🧠 Technical Expertise – Hybrid models, IoT-RFID integration, DDoS prevention systems, clustering algorithms
🔹 Professional Development
V.G. Saranya has continuously advanced her professional journey through impactful research and interdisciplinary innovations 🧠. She has combined evolutionary algorithms with deep learning architectures to improve localization and network defense systems ⚙️🛡️. Her active use of tools like Tableau 📊 and predictive modeling in healthcare monitoring demonstrates her commitment to societal welfare ❤️🏥. Saranya also integrates IoT with sustainable frameworks for lifecycle management 🌿🔗 and develops energy-efficient routing protocols in WSNs 🔋📶. She regularly engages in academic conferences, technical workshops, and collaborative research initiatives to stay ahead in her domain and contribute meaningfully to the tech community 👩🔬🤝.
🔹 Research Focus Category
V.G. Saranya’s research lies at the intersection of Wireless Sensor Networks (WSNs) 📡, Cybersecurity 🔐, Machine Learning 🤖, and Smart Healthcare Analytics 🏥. Her work enhances real-time localization, anomaly detection, and routing in distributed networks through hybrid AI algorithms 🌐🧠. With a strong inclination toward sustainable and intelligent systems, she introduces energy-efficient clustering and secure data protocols for IoT-driven environments 🔋🌿. Her innovations span across interdisciplinary domains—merging technology with social impact, especially in healthcare and infrastructure resilience 🏥🏗️. Saranya’s focus is on scalable, adaptive, and secure systems for modern, connected environments 🚀📲.
🔹 Awards & Honors
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🏅 Received Best Paper Award at a National Conference on Emerging Technologies
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🥇 Recognized for Outstanding Research Contribution in IoT and WSNs by SRMIST
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🎖️ Participated in Innovation Challenge Hackathon with distinction
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🏆 Awarded Research Grant for interdisciplinary project on Healthcare
Publication Top Notes
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Title: TDOA-based WSN localization with hybrid covariance matrix adaptive evolutionary strategy and gradient descent distance techniques
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Authors: V.G. Saranya, K. Sekhar, Karthik
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Journal: Alexandria Engineering Journal (AEJ)
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Year: 2025
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DOI: 10.1016/j.aej.2024.12.091
Conclusion
V.G. Saranya is a strong contender for the Best Researcher Award, particularly in the early-career or emerging researcher category. Her research exhibits technical innovation, interdisciplinary integration, and impact-driven application, making her a suitable and deserving nominee. Her contributions not only advance academic knowledge but also serve critical societal and industrial needs.