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Author

I. Irawati

3 papers indexed here

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Conference Sep 2026

A Collision-Aware Finite State Machine for Adaptive Payload Control in Dense LoRaWAN Networks

Dense LoRaWAN deployments are limited by ALOHA-based random access, where packet collisions increase with the number of active end devices and the airtime of each uplink transmission. Adaptive Data Rate (ADR) reduces airtime by adapting physical-layer parameters such as spreading factor and transmission power, but it d...

David Stanley Moeri, Istikmal, L. V. Yovita et al. · 0 citations
Open access Oct 2026

Advanced Time-Series Forecasting: Evaluating Deep Learning Approaches for Solar Irradiance Prediction

The global demand for energy is substantial and continues to rise each year. In response to the escalating challenges of climate change and the global energy crisis, renewable energy sources, particularly solar power, offer a promising solution to meet growing energy needs. Consequently, effective operation and mainten...

Himawan Nurcahyanto, I. Irawati, Yudha Purwanto et al. · 0 citations
Conference Sep 2026

Hybrid LSTM-RF Ensemble for Extreme Block Missingness Imputation in Multivariate Time Series

Multivariate time-series data plays an important role in monitoring smart industrial heating systems. However, in real industrial environments, sensor failures and communication disruptions frequently lead to missing data problems, particularly in the form of continuous block missingness. Although deep learning approac...

N. Akbar, M. I. Jaya, M. Razak et al. · 0 citations

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