Swathika R

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Publications (11)

• Hybrid Learning Rate Schedule for Enhanced Deep Learning in LoRaWAN-IoT Localization
  2026 DOI: 10.1007/978-981-96-7742-9_13
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• Convergence and Generalization Bounds for HALRO: A Hybrid Adaptive Learning Rate Optimization System for Precise IoT Localization
  SN Computer Science 2025 DOI: 10.1007/s42979-025-04507-y
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• Enhanced spreading factor allocation and backscatter communication via membership based tuna swarm optimization for LoRa protocol
  Journal of Network and Computer Applications 2025 DOI: 10.1016/j.jnca.2025.104360
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• Enhancing MQTT Performance Through Scalable Data Aggregation in IoT e-Healthcare Applications
  Lecture Notes in Networks and Systems 2025 DOI: 10.1007/978-981-96-7134-2_10
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• RSS-Based Localization Using GRU and BiGRU Deep Learning Models in LoRaWAN-IoT Networks
  Lecture Notes in Electrical Engineering 2025 DOI: 10.1007/978-981-97-4540-1_11
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• BioSegNet: Pioneering Convolutional Approaches in Medical Imaging
  5th International Conference on Circuits Control Communication and Computing I4c 2024 2024 DOI: 10.1109/I4C62240.2024.10748424
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• Harnessing Learn Rate Schedule for Adaptive Deep Learning in LoRaWAN-IoT Localization
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3403420
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• RSS-Based Localization using Deep Learning Models with Optimizer in LoRaWAN-IoT Networks
  Proceedings of Icwite 2024 IEEE International Conference for Women in Innovation Technology and Entrepreneurship 2024 DOI: 10.1109/ICWITE59797.2024.10503403
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• Analysis of BER Performance over AWGN and Rayleigh Channels using FSK and PSK Modulation Schemes in LoRa Based IoT Networks
  Proceedings of the International Conference on Intelligent and Innovative Technologies in Computing Electrical and Electronics Iciitcee 2023 2023 DOI: 10.1109/IITCEE57236.2023.10091096
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• Multi-objective Stochastic Gradient Based ADR Mechanism for Throughput and Latency Optimization in LoRaWAN
  International Journal of Sensors Wireless Communications and Control 2023 DOI: 10.2174/0122103279272388231026062241
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