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Using situation lattices in sensor analysis

Version 2 2025-01-15, 01:15
Version 1 2023-05-23, 05:24
conference contribution
posted on 2025-01-15, 01:15 authored by J Ye, L Coyle, S Dobson, PA Nixon
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.

History

Publication title

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

Volume

27

Pagination

1-11

ISBN

978-1-4244-3304-9

Department/School

Research Division

Publisher

IEEE Computer Society

Publication status

  • Published

Place of publication

Piscataway, NJ

Event title

IEEE International Conference on Pervasive Computing and Communications (PerCom)

Event Venue

Galveston, USA

Date of Event (Start Date)

2009-03-09

Date of Event (End Date)

2009-03-13

Rights statement

Copyright 2009 IEEE

Socio-economic Objectives

220499 Information systems, technologies and services not elsewhere classified

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