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       A ubiquitous activity-monitor to
                 prevent sedentariness

Josué Iglesias, Jesús Cano, Ana M. Bernardos, José R. Casar
                           Data Processing and Simulation Group – GPDS
                                   Technical University of Madrid – UPM

             PerCom 2011 Work in Progress – Teaser Madness
Activity Monitor
overview                                                                                               josue@grpss.ssr.upm.es


                                                            user context
                                                            location                   user’s activity level
                                                            activity                           evaluation
                                                            biometric data
                                                            temporal information
                                                            ...
                                          ALERT
                                          type: sound




                                                                                     ontology-based
                                                                              …    embedded reasoner
                                                                           when
                                                                            how
                                                                context-aware
                                                                 notifications

    embedded service-oriented framework


        management
        subsystem          KBmanager                    inferenceEngine … locationFusion

        sensing
        subsystem         accelerometers                   BT               WiFi   …     biomedical
Activity Monitor
overview                                                                        josue@grpss.ssr.upm.es


                                      user context
                                      location                  user’s activity level
                                      activity                          evaluation
                                      biometric data
                                      temporal information
                                      ...
                        ALERT
                        type: sound




                                                               ontology-based
                                                        …    embedded reasoner
                                                     when
                                                      how
                                          context-aware
                                           notifications
    features overview
Activity Monitor
embedded service-oriented framework                                                                               josue@grpss.ssr.upm.es




                                                       Applications


                                         ...                               Ontology Model             Inference
                     other enablers            Location Fusion   ...                                    Engine
                                                                              Manager
                   Management Subsystem                                 Light Inference System - LIS



                                       DataConsumer                                 Communicat. Manager

                          Subscription                    Calendar                              ...
                            Registry               Measurement Action                  SensorManager

                                                          WatchSensor
                   Core Subsystem

                   Sensing Subsystem                 BT          WiFi     ...   other sensors         ...   GPS


                                                                                            CASanDRA
Activity Monitor
embedded service-oriented framework
e                                                                                                                    josue@grpss.ssr.upm.es




             A c tiv it y A p p lic a tio n L o g ic           A c t iv it y A p p lic a t io n G U I



                                         CASanDRA core
                                                A    e

                          In fe re n c e        A to m ic A c t iv ity         A c t iv ity           A la rm
    W iF i   G PS
                            E n g in e              D e te c to r            E v a lu a to r       G e n e ra to r

                          C ASanD R A                   L o c a t io n                E n e rg y C o s t
    T im e     BT
                             m odel                      F u s io n                        M e te r

       sensors
             s                    CASanDRA enablers
                                         A        s                      application-specific enablers
                                                                                            c        s
Activity Monitor
atomic-activity detector                                              josue@grpss.ssr.upm.es




                                                        ALERT
                                                        type: sound




                           [ hmartin@grpss.ssr.upm.es
                            ]
Activity Monitor
location fusion                                                                                           josue@grpss.ssr.upm.es


      offline Point Of Interest configuration                            online location




                                                                                              POI1
            1                                                                 1                  POI1

                                        POI1                                               fusion
                                                                                                   POI1
                                                                                                                 POI1
     GPS                                                               GPS
      WiFi                                                              WiFi               algorithm
         Bluetooth                                                         Bluetooth


                            …                                                              …

                                                                                              POI1
                                                                                                 POI1

                                        POIN                                               fusion
                                                                                                   POI1
                                                                                                                POIN
     GPS                                                               GPS
      WiFi                                                              WiFi               algorithm
         Bluetooth                                                         Bluetooth




                                                [ eduardo.metola@grpss.ssr.upm.es ]
Activity Monitor
activity level evaluation                                                            josue@grpss.ssr.upm.es



               temporal evaluation windows:
               short-term (t = 1 hour)
                              s                    alarm generation
               long-term (t = 24 hours)
                            l




                                              Energy cost is specifically measured in PARs (Physical
                                              Activity Ratio). The number of PARs associated to any
                                              activity only depends on the activity itself and not in the
                                              person performing the activity: PARs are multiple of BMR
                                              (Basal Metabolic Rate) per minute (BMR is the minimal
                                              rate of energy expenditure compatible with life).
Activity Monitor
Light Inference System – overview                                                        josue@grpss.ssr.upm.es


                           Application


              Output
              Adapter       External Context Manager
                                                                μJena         OWL
                                             ...
                                            ...                 (Ontology
              Context
                                                                Manager)
             Aggregator
                            External Context Handlers

                                         GenericEnabler    OntologyModelManager

                                SQWRL       SWRL


                                   Bossam (Ontology Reasoner)
                                                                       InferenceEngine

            LIS – Light Inference System

                          Enabler internal data exchange
                          Light Framework Core Subsystem event exchange
Activity Monitor
Light Inference System – data flow   josue@grpss.ssr.upm.es

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[PerCom'11] A ubiquitous activity monitor to prevent sedentariness

  • 1. josue@grpss.ssr.upm.es A ubiquitous activity-monitor to prevent sedentariness Josué Iglesias, Jesús Cano, Ana M. Bernardos, José R. Casar Data Processing and Simulation Group – GPDS Technical University of Madrid – UPM PerCom 2011 Work in Progress – Teaser Madness
  • 2. Activity Monitor overview josue@grpss.ssr.upm.es user context location user’s activity level activity evaluation biometric data temporal information ... ALERT type: sound ontology-based … embedded reasoner when how context-aware notifications embedded service-oriented framework management subsystem KBmanager inferenceEngine … locationFusion sensing subsystem accelerometers BT WiFi … biomedical
  • 3. Activity Monitor overview josue@grpss.ssr.upm.es user context location user’s activity level activity evaluation biometric data temporal information ... ALERT type: sound ontology-based … embedded reasoner when how context-aware notifications features overview
  • 4. Activity Monitor embedded service-oriented framework josue@grpss.ssr.upm.es Applications ... Ontology Model Inference other enablers Location Fusion ... Engine Manager Management Subsystem Light Inference System - LIS DataConsumer Communicat. Manager Subscription Calendar ... Registry Measurement Action SensorManager WatchSensor Core Subsystem Sensing Subsystem BT WiFi ... other sensors ... GPS CASanDRA
  • 5. Activity Monitor embedded service-oriented framework e josue@grpss.ssr.upm.es A c tiv it y A p p lic a tio n L o g ic A c t iv it y A p p lic a t io n G U I CASanDRA core A e In fe re n c e A to m ic A c t iv ity A c t iv ity A la rm W iF i G PS E n g in e D e te c to r E v a lu a to r G e n e ra to r C ASanD R A L o c a t io n E n e rg y C o s t T im e BT m odel F u s io n M e te r sensors s CASanDRA enablers A s application-specific enablers c s
  • 6. Activity Monitor atomic-activity detector josue@grpss.ssr.upm.es ALERT type: sound [ hmartin@grpss.ssr.upm.es ]
  • 7. Activity Monitor location fusion josue@grpss.ssr.upm.es offline Point Of Interest configuration online location POI1 1 1 POI1 POI1 fusion POI1 POI1 GPS GPS WiFi WiFi algorithm Bluetooth Bluetooth … … POI1 POI1 POIN fusion POI1 POIN GPS GPS WiFi WiFi algorithm Bluetooth Bluetooth [ eduardo.metola@grpss.ssr.upm.es ]
  • 8. Activity Monitor activity level evaluation josue@grpss.ssr.upm.es temporal evaluation windows: short-term (t = 1 hour) s alarm generation long-term (t = 24 hours) l Energy cost is specifically measured in PARs (Physical Activity Ratio). The number of PARs associated to any activity only depends on the activity itself and not in the person performing the activity: PARs are multiple of BMR (Basal Metabolic Rate) per minute (BMR is the minimal rate of energy expenditure compatible with life).
  • 9. Activity Monitor Light Inference System – overview josue@grpss.ssr.upm.es Application Output Adapter External Context Manager μJena OWL ... ... (Ontology Context Manager) Aggregator External Context Handlers GenericEnabler OntologyModelManager SQWRL SWRL Bossam (Ontology Reasoner) InferenceEngine LIS – Light Inference System Enabler internal data exchange Light Framework Core Subsystem event exchange
  • 10. Activity Monitor Light Inference System – data flow josue@grpss.ssr.upm.es

Editor's Notes

  1. lista de funcionalidades pensar en contar las cosas apoyándome en el póster más que en esta presentación