Towards automatic spatial verification of sensor placement in buildings

D Hong, J Ortiz, K Whitehouse, D Culler - … of the 5th ACM Workshop on …, 2013 - dl.acm.org
Most large, commercial buildings contain thousands of sensors that are manually deployed
and managed. These sensors are used by software and firmware processes to analyze and …

Comparison of linear correlation and a statistical dependency measure for inferring spatial relation of temperature sensors in buildings

M Koc, B Akinci, M Bergés - Proceedings of the 1st ACM Conference on …, 2014 - dl.acm.org
A large number of facility management tasks relying on sensor measurements require
knowledge of the context under which the readings were collected. However, this context …

Observability: A principled approach to provisioning sensors in buildings

A Agarwal, V Munigala, K Ramamritham - Proceedings of the 3rd ACM …, 2016 - dl.acm.org
Sensor driven building management involves tasks like reducing and optimizing power
consumption, monitoring the health of the building appliances, maintaining quality of the …

Creating a room connectivity graph of a building from per-room sensor units

C Ellis, J Scott, I Constandache, M Hazas - Proceedings of the Fourth …, 2012 - dl.acm.org
Sensor and actuator networks are often installed in buildings for energy-related applications
such as lighting and climate control. Such systems require metadata about the deployed …

Optimal sensor placement strategy for office buildings using clustering algorithms

D Yoganathan, S Kondepudi, B Kalluri… - Energy and …, 2018 - Elsevier
Sensor networks embedded in the built environment provide critical information for
intelligent building energy management. Data from these sensors enable optimizing energy …

The building adapter: Towards quickly applying building analytics at scale

D Hong, H Wang, J Ortiz, K Whitehouse - Proceedings of the 2nd ACM …, 2015 - dl.acm.org
Building analytics can produce substantial energy savings in commercial buildings by
automatically detecting wasteful or incorrect operations. However, a new building's sensing …

Comparative assessment of an indoor localization framework for building emergency response

N Li, B Becerik-Gerber, L Soibelman… - Automation in …, 2015 - Elsevier
Building emergencies, especially structure fires, are threats to the safety of both building
occupants and first responders. It is difficult and dangerous for first responders to perform …

Smart blueprints: automatically generated maps of homes and the devices within them

J Lu, K Whitehouse - International Conference on Pervasive Computing, 2012 - Springer
Off-the-shelf home automation technology is making it easier than ever for people to convert
their own homes into “smart homes”. However, manual configuration is tedious and error …

[PDF][PDF] Real-time occupancy detection using decision trees with multiple sensor types

E Hailemariam, R Goldstein… - Proceedings of the …, 2011 - damassets.autodesk.net
The ability to accurately determine localized building occupancy in real time enables several
compelling applications, including intelligent control of building systems to minimize energy …

Quiver: Using control perturbations to increase the observability of sensor data in smart buildings

J Koh, B Balaji, V Akhlaghi, Y Agarwal… - arXiv preprint arXiv …, 2016 - arxiv.org
Modern buildings consist of hundreds of sensors and actuators for monitoring and operation
of systems such as HVAC, light and security. To enable portable applications in next …