Intelligent Algorithms and Clever Applications in User Centric Networks

aroocarmineΤεχνίτη Νοημοσύνη και Ρομποτική

29 Οκτ 2013 (πριν από 3 χρόνια και 9 μήνες)

66 εμφανίσεις

IntelligentAlgorithmsandCleverApplicationsinUserCentricNetworks
Artur Arsenio
IST / TechnicalUniversityofLisbon
artur.arsenio@ist.utl.pt
Nokia Siemens Networks Portugal
artur.arsenio@nsn.com
Institutefor HumanStudiesandIntelligentSciences
ResearchInterests…
￿
BodyAreaNetworks –e.g. eHealth
￿
EnergyEfficiencyinUser-XNetworks
￿
WirelessNetworks thatlearn
￿
Optimization/ Scheduling
￿
BiologicallyInspiredAlgorithmsfor the
Internet oftheFuture
eHealth
￿
Patient/everyoneas a user
￿
Emergency/ Natural Scenarios
Harvard-PortugalCooperation
Remote Health Monitoring
￿
Research with BethIsrael Hosp./Harvard MedicalSchooland
FacultyofMedicine, Porto Univ.
￿
portable device to directly monitor, simultaneously, continuous fetal
and maternal electrocardiograms (ECGs) and associated HR
dynamics in the ambulatory setting.
￿
Remoteandreliabletransmissionofreal-time information for
healthcare professionals througha mobile device.
EnergyEfficiency
￿
UsingZigBeeto integrateMedicalDevices
￿
SourcesofEnergyconsumptioninsensors
￿
Packagecollision
￿
Overhearing
￿
Controlsignalsoverhead
￿
IdleListening
￿
Savingenergy:
￿
LoweringIdleListeningbyhavingdevicessleeping, awaking
onlywhennecessary
￿
Energybalancing
￿
Loweringcontroloverhead
￿
Whatothermechanisms? to exploitrenewableenergieson
UserCentricNetworks?
Energy-Efficient communication protocols for body
sensor networks monitoring the human-body
￿
IncooperationwithPLUX WirelessBioSignals
WirelessNetworks thatlearn
￿
SemanticWeb
￿
Statistical learning of pacientlocation
profiles for improved health assistance
￿
Howfarshouldthe
SemanticWeb be
exploitedinUCN?
￿
SecurityandProfiling
￿
Learning/ EnforcingClientProfiles
￿
JointworkwithJoão Redol, Nokia
Siemens Networks Portugal
HealthcareMonitoringVertical
MobilitySupport
Onthology
Architecture
￿
Reliable transmissionof health monitoring information from
human body area sensor network to medical healthcare
provider
￿
through multiple communication technologies, anywhere a pacientis
located
￿
IncooperationwithPLUX WirelessBioSignals
￿
WhatContextthatshouldbeconsidered?
BiologicallyInspiredAlgorithms
￿
…for theInternet oftheFuture
￿
CenteredonUsersandServices
￿
Otherapproachesto theTCP/IP model?
￿
Subsumptionargument: simplerouting
behaviorsatthecore nodes
￿
=> overallemergingcomplexbehaviorspossible?
￿
Networks thatevolve
￿
GeneticProgrammingfor networkevolution
￿
ComputerNetworks as livingcreatures…
Sciencefiction? Possible?