Using situation lattices in sensor analysis

J Ye; L Coyle; S Dobson; PA Nixon

doi:10.1109/PERCOM.2009.4912762

Using situation lattices in sensor analysis

J Ye, L Coyle, S Dobson, PA Nixon

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

16 Citations (Scopus)

Abstract

Highly 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.

Original language	English
Title of host publication	Unknown Host Publication
Publisher	IEEE Computer Society
Pages	1-11
Number of pages	11
ISBN (Print)	978-1-4244-3304-9
DOIs	https://doi.org/10.1109/PERCOM.2009.4912762
Publication status	Published (in print/issue) - 2009
Event	IEEE International Conference on Pervasive Computing and Communications, PerCom 2009 - Galveston, USA Duration: 1 Jan 2009 → …

Conference

Conference	IEEE International Conference on Pervasive Computing and Communications, PerCom 2009
Period	1/01/09 → …

Keywords

n/a

Access to Document

10.1109/PERCOM.2009.4912762

Cite this

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title = "Using situation lattices in sensor analysis",

abstract = "Highly 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.",

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AU - Coyle, L

AU - Dobson, S

AU - Nixon, PA

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AB - Highly 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.

KW - n/a

U2 - 10.1109/PERCOM.2009.4912762

DO - 10.1109/PERCOM.2009.4912762

M3 - Conference contribution

SN - 978-1-4244-3304-9

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PB - IEEE Computer Society

T2 - IEEE International Conference on Pervasive Computing and Communications, PerCom 2009

Y2 - 1 January 2009

ER -

Using situation lattices in sensor analysis

Abstract

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