方法对比
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| 试点传感器数据收集× | 远程传感器数据采集× | |
|---|---|---|
| 领域 | 调查方法论 | 调查方法论 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份≠ | 1990s–2000s (formalized with proliferation of digital sensing technologies) | 1990s–2000s (proliferated with wireless and IoT technologies) |
| 提出者≠ | General research methods practice; sensor pilot testing codified through IoT and environmental monitoring literature | Multiple contributors; foundational wireless sensor network (WSN) survey by Akyildiz et al. |
| 类型≠ | Data collection procedure with pre-deployment validation phase | Automated quantitative data collection |
| 开创性文献≠ | Creswell, J. W., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (5th ed.). Sage Publications. ISBN: 978-1506386706 | Akyildiz, I. F., Su, W., Sankarasubramaniam, Y., & Cayirci, E. (2002). Wireless sensor networks: A survey. Computer Networks, 38(4), 393–422. DOI ↗ |
| 别名 | sensor pilot study, sensor pre-deployment testing, instrument validation with sensors, sensor calibration pilot | remote sensing data acquisition, wireless sensor data collection, distributed sensor data collection, telemetric data collection |
| 相关 | 6 | 6 |
| 摘要≠ | Pilot-tested sensor data collection is a structured data gathering approach in which sensor instruments — hardware or software-based devices that measure physical, environmental, physiological, or behavioral signals — are deployed in a small-scale trial before the main study. The pilot phase verifies sensor accuracy, communication reliability, data format consistency, and placement adequacy, allowing researchers to identify and correct technical problems before full-scale data collection begins. | Remote sensor data collection is the systematic acquisition of measurements from geographically distributed sensing devices without requiring direct human presence at each location. Sensors continuously or periodically record physical, chemical, or biological variables — temperature, pressure, motion, light, GPS coordinates — and transmit readings wirelessly or via network to a central repository for analysis. Widely used in environmental monitoring, precision agriculture, health informatics, and smart infrastructure. |
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