Development of an Autonomous Battery Charging System for Micro Aerial Vehicles via Nanoantenna Based Energy Harvesting Mechanism
Bibliographic record
Abstract
This study proposes the design and simulation of a nanorectenna-based energy harvesting system for the autonomous charging of Micro Air Vehicle (MAV) batteries.An arrow pentagon-shaped nanoantenna is developed to efficiently capture infrared (IR) radiation from the environment which resonates at 28.3 THz frequency.The harvested IR energy is converted into direct current (DC) using a metal-insulator-metal (MIM) diode.A numerical analysis of the MIM diode is conducted to extract key electrical parameters.The feasibility of MAV battery charging is demonstrated using these parameters and array calculations.Since IR radiation is always present in the environment, the results highlight the strong potential of the proposed nanorectenna system to enable sustainable, in-flight battery charging for MAVs, regardless of time or location.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".