Intel Berkeley Research Lab Sensor Network Data
Abstract
"Real-world data from 54 wireless sensor nodes deployed in the Intel Berkeley Research lab, reporting temperature, humidity, light, and voltage roughly every 31 seconds over more than a month.[web:90][web:93][web:96]"
Description
Overview
The Intel Lab Data set contains measurements from 54 Mica2Dot wireless sensor nodes with weather boards deployed in the Intel Berkeley Research lab.[web:90][web:93][web:96]
Data Collection
- Deployment period: February 28 to April 5, 2004, in an office/lab environment.[web:90][web:93][web:96]
- Sampling interval of approximately 31 seconds per node using the TinyDB in-network query system on TinyOS.[web:90][web:93]
- About 2.3 million readings logged across all nodes, providing dense spatio-temporal coverage of the lab.[web:90][web:96]
Variables
- Timestamp fields: date (YYYY-MM-DD), time (HH:MM:SS.xxx), and epoch sequence number.[web:90]
- Node identifier (moteid) ranging from 1 to 54.[web:90][web:93]
- Environmental and system measurements: temperature in degrees Celsius, humidity as temperature-corrected relative humidity (0–100%), light in Lux, and voltage in volts.[web:90][web:93]
Use Cases
- Research on wireless sensor networks, link quality, and topology-aware algorithms.[web:93][web:96]
- Environmental monitoring, anomaly detection, and fault diagnosis in dense IoT deployments.[web:90][web:96]
- Benchmarking distributed query processing and time-series modeling on real multi-sensor data.[web:90][web:93]
License and Terms
The lab data page explains that the data may be used or reproduced in any venue provided that appropriate acknowledgment of the original authors and Intel Berkeley is given in published work; users should read the site text for precise wording before reuse.[web:90][web:93]
View Data Structure
To explore column names, data types, and sample rows, visit the official dataset page on MIT CSAIL / Intel Berkeley Research Lab.
Preview on MIT CSAIL / Intel Berkeley Research LabCite This Dataset
Bodik, Peter, Hong, Wei, Guestrin, Carlos, Madden, Sam, Paskin, Mark, & Thibaux, Romain (2004). Intel Berkeley Research Lab Sensor Network Data. [Dataset]. MIT CSAIL / Intel Berkeley Research Lab. https://db.csail.mit.edu/labdata/labdata.html
Source: MIT CSAIL / Intel Berkeley Research Lab (2004)
Indexed by IoTDataset.com on Jan 27, 2026
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