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A reconfigurable HMM for activity recognition

  • Md Kamrul Hasan
  • , Husne Ara Rubaiyeat
  • , Yong Koo Lee
  • , Sungyoung Lee

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

25 Citations (Scopus)

Abstract

This paper presents a reconfigurable HMM for activity recognition in a home setting where sensors are deployed in the environment. Sensors activated in a sequence are captured and modeled using the HMM like construct. The model traces out the most likely sensor activation sequence responsible for the activity being performed. We recognize several Activities of Daily Living (ADLs) for Ubiquitous Healthcare.

Original languageEnglish
Title of host publication10th International Conference on Advanced Communication Technology, ICACT 2008 - Proceedings
Pages843-846
Number of pages4
DOIs
Publication statusPublished - 2008
Event2008 10th International Conference on Advanced Communication Technology - Phoenix Park, Korea, Republic of
Duration: 17 Feb 200820 Feb 2008

Publication series

NameInternational Conference on Advanced Communication Technology, ICACT
Volume1
ISSN (Print)1738-9445

Conference

Conference2008 10th International Conference on Advanced Communication Technology
Country/TerritoryKorea, Republic of
CityPhoenix Park
Period17/02/0820/02/08

Keywords

  • Activity recognition
  • HMM
  • Reconfigurable HMM

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