A Study on System Design Considerations for Energy-Harvesting-Based Railway Wayside Monitoring

This paper proposes checkpoint-based state preservation for energy-harvesting-based railway wayside monitoring nodes experiencing intermittent power due to fluctuations in harvested energy. To evaluate the energy and timing costs of checkpointing, experiments were conducted using an MCU with on-chip FRAM under various state sizes and clock frequencies. Based on these results, a constraint-based design formulation is suggested considering required state size, available checkpoint energy, and remaining execution time. An integrated checkpoint feasibility metric is formulated to determine whether each state-size and clock-frequency combination satisfies both energy and timing constraints. The metric enables feasible operating conditions to be identified according to the available energy and time costs. It also provides a systematic way to evaluate the minimum clock frequency that satisfies the checkpoint requirements for a given state size.

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Publication Details

Journal
The Transactions of The Korean Institute of Electrical Engineers
Published
2026-11-09
DOI
https://doi.org/10.5370/kiee.2026.75.11.3066
Primary Topic
Innovative Energy Harvesting Technologies
Type
article
Field-Weighted Citation Impact
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article

A Study on System Design Considerations for Energy-Harvesting-Based Railway Wayside Monitoring

Juhee Choi
1 links
The Transactions of The Korean Institute of Electrical Engineers
Innovative Energy Harvesting Technologies
article

A Study on System Design Considerations for Energy-Harvesting-Based Railway Wayside Monitoring

Juhee Choi
article en

Abstract

This paper proposes checkpoint-based state preservation for energy-harvesting-based railway wayside monitoring nodes experiencing intermittent power due to fluctuations in harvested energy. To evaluate the energy and timing costs of checkpointing, experiments were conducted using an MCU with on-chip FRAM under various state sizes and clock frequencies. Based on these results, a constraint-based design formulation is suggested considering required state size, available checkpoint energy, and remaining execution time. An integrated checkpoint feasibility metric is formulated to determine whether each state-size and clock-frequency combination satisfies both energy and timing constraints. The metric enables feasible operating conditions to be identified according to the available energy and time costs. It also provides a systematic way to evaluate the minimum clock frequency that satisfies the checkpoint requirements for a given state size.

The Transactions of The Korean Institute of Electrical EngineersVol. 75(11)
Industry, innovation and infrastructure, Affordable and clean energy
Innovative Energy Harvesting Technologies
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A Study on System Design Considerations for Energy-Harvesting-Based Railway Wayside Monitoring — Juhee Choi · The Transactions of The Korean Institute of Electrical Engineers (2026) | TGRS Research Map | TGRS