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Using situation lattices in sensor analysis
conference contribution
posted on 2023-05-23, 05:24 authored by Ye, J, Coyle, L, Dobson, S, Nixon, PAHighly sensorised systems present two parallel challenges: how to design a sensor suite that can efficiently and cost-effectively support the needs of given services; and to extract the semantically relevant interpretations, or "situations", from the flood of context data collected by the sensors. We describe mathematical structures called situation lattices that can be used to address these two problems simultaneously, allowing designers to both design and refine situation identification whilst offering insights into the design of sensor suites. We validate the accuracy and efficiency of our technique against a third-party data set and demonstrate how it can be used to evaluate sensor suite designs.
History
Publication title
IEEE International Conference on Pervasive Computing and Communications, 2009, PerCom 2009Pagination
1-11ISBN
978-1-4244-3304-9Publisher
IEEE Computer SocietyPlace of publication
Piscataway, NJEvent title
IEEE International Conference on Pervasive Computing and Communications (PerCom)Event Venue
Galveston, USADate of Event (Start Date)
2009-03-09Date of Event (End Date)
2009-03-13Rights statement
Copyright 2009 IEEERepository Status
- Restricted