SlideShare ist ein Scribd-Unternehmen logo
1 von 23
Downloaden Sie, um offline zu lesen
EECS, Peking University




         Wireless ECG Healthcare
            Monitoring System

                   Bingli Jiao & Yuping Zhao
                       jiaobl@pku.edu.cn
                    Yuping.zhao@pku.edu.cn
             Wireless & Satellite Communication Lab
              EECS, Peking University, China


19.05.2009                                                      1
EECS, Peking University

                    Outline
       Background
       System descriptions
       Hardware implementations
       Performances
       Further works




19.05.2009                                             2
EECS, Peking University

                 Background
       The population of orders has increased
       Difficult to accommodate all senior
       citizens in hospitals
       Nursing homes is preferable healthcare
       mode for privacy and lower costs
       Using devices to act as nurses



19.05.2009                                            3
EECS, Peking University

                       Background
       Technical possibility
             development of wireless communication
             technologies impact on our life worldwide
             Wireless Healthcare Monitoring System is
             possible
             Two types wireless networks can be used
               mobile network
               wireless local area network (WLAN).


19.05.2009                                                        4
EECS, Peking University

                 System descriptions
       Wireless Healthcare Monitoring System—
       ECG(Electrocardiogram)
             PKU has developed wireless ECG devices – for the
             heart remote monitoring
             Internet and software/hardware enable the network
             for real-time transmissions
             Tele-medical can be performed at low cost
       User centric service with ubiquitous computing
             Technology of wireless transmission for quality of
             medical services
             Classifying and grouping the medical information into
             the services
19.05.2009                                                           5
EECS, Peking University
         wireless monitoring system
             -Developed by Peking University (PKU)




19.05.2009                                                       6
EECS, Peking University

    Wireless transmission systems
       Wireless LAN (WiFi)
       Wireless Personal area network (WPAN) -Zigbee




19.05.2009                                                    7
EECS, Peking University

             Zigbee description




19.05.2009                                       8
EECS, Peking University

             characteristics of Zigbee
       2.4GHz and 868/915 MHz dual PHY modes
       Low power consumption, with battery life ranging from
       months to years
        Maximum data rates are: 250 kbps (2.4 GHz), 40 kbps
       (915 MHz), and 20 kbps (868 MHz)
        High throughput and low latency for low duty-cycle
       applications (<0.1%)
       Addressing space of up to 64 bit IEEE address devices,
       65,535 networks
       50m typical range
       Different topologies: star, peer-to-peer, mesh



19.05.2009                                                      9
EECS, Peking University

                    Zigbee Topology
         Star Topology             Peer-to-Peer Topology




                                                     PAN Coordinator


PAN Coordinator


                              Full Function Device

                              Reduced Function Device

19.05.2009                    Communication Flow                  10
EECS, Peking University

    data stream in the ECG system
                  ECG
                           Monitor
                           Generte warnings
                           Configure Network
                           Describe syptoms

Motion
Sensors
                           Personal
                           Server

                                                Internet    Medical Server




                             Location
                             (GPS)
  SpO2




             Temperature
             & Humidity
19.05.2009                                                           11
EECS, Peking University

 network diagram of the ECG system
                                                                                                       SMS Alarm



                  Home terminal                                Normal monitor
        home




                 Home terminal
                                                               Server
        home

                                                                                Data base



                  Hospital terminal



                  Hospital terminal   Access point
                                                                          Doctor terminal

      hospital
                  Hospital terminal
                                                                                     Data collecting

                                                                                     Data Processing
19.05.2009                                                                                                         12
                                              Nurse terminal
                                                                                     Monitering
EECS, Peking University

Three generation patient terminal
                                                           First
                                                         generation




             Using WiFi for wireless data
             transmission
19.05.2009                                                       13
EECS, Peking University

Three generation patient terminal




                                                              Second
                                                             generation




19.05.2009   Using WiFi for wireless data transmission               14
EECS, Peking University

Three generation patient terminal




                                                                     Third
                                                                   generation

19.05.2009
             Using WPAN 802.15.4 for wireless data transmission             15
EECS, Peking University

             System Performances
       Working in the 2.4GHz Band
       200Hz sampling rate for each data packet
       of 17Bytes
       The raw ECG data rate for a single user is
       about 3.4Kbyte/s




19.05.2009                                              16
EECS, Peking University

             System Performances
       Both the sensor terminal and the hospital
       terminal are developed by PKU
       The wireless transmission is connected:
       sensor – Internet - hospital
       The system testing is finished with very
       good performance
       The software and hardwire are ready for
       the real product
19.05.2009                                              17
EECS, Peking University

        Interface of patient terminal




19.05.2009                                        18
EECS, Peking University

        Interface of hospital terminal




19.05.2009                                        19
EECS, Peking University

                     Future Works
       The experimental results and analysis verified that the
       system has a friendly user interface and good stability,
       with great practical potential. The diversification of the
       system terminal also makes the system applicable to a
       variety of scenes.




19.05.2009                                                          20
EECS, Peking University

                         Future Works
       Technical works:
             Continue to improve the system in terminal miniaturization
             Further reduce the cost and size
             Increase the mobility and make more convenience terminal
             device.
             Increase system reliability
       Application related works
             Find a suitable situation for the applications
             Make real testing during the project
             Find some industry partners for product devolopment




19.05.2009                                                                21
EECS, Peking University

             Suggestions are welcome
       Technical suggestions
             To increase the system performances
       Medical suggestions
             Suggestion from terminal users
             Suggestions from hospitals: doctors and nurses
       Application suggestions
             Practical cases for utilizations
             Application and testing during this joint project
       Commercial suggestion
             The way of become real products




19.05.2009                                                                    22
EECS, Peking University




19.05.2009                        23

Weitere ähnliche Inhalte

Was ist angesagt?

RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)
RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)
RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)Piero Belforte
 
Security in Wireless Sensor Networks Using Broadcasting
Security in Wireless Sensor Networks Using BroadcastingSecurity in Wireless Sensor Networks Using Broadcasting
Security in Wireless Sensor Networks Using BroadcastingIJMER
 
Video Based Industry Control
Video Based Industry ControlVideo Based Industry Control
Video Based Industry ControlJun Steed Huang
 
Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...
Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...
Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...journalBEEI
 
A wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoringA wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoringEcwayt
 
A wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoringA wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoringEcwaytech
 
DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY
DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY
DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY OWOLABI Yussuf Kehinde
 
Noise reduction in ecg by iir filters a comparative study
Noise reduction  in ecg by iir  filters a comparative studyNoise reduction  in ecg by iir  filters a comparative study
Noise reduction in ecg by iir filters a comparative studyIAEME Publication
 
⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...
⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...
⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...Victor Asanza
 
Simulation model of dc servo motor control
Simulation model of dc servo motor controlSimulation model of dc servo motor control
Simulation model of dc servo motor controlEvans Marshall
 

Was ist angesagt? (15)

RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)
RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)
RTB: BIDIRECTIONAL TRANSCEIVER (ESSCIRC85)
 
40220140506001
4022014050600140220140506001
40220140506001
 
EMG final report
EMG final reportEMG final report
EMG final report
 
Security in Wireless Sensor Networks Using Broadcasting
Security in Wireless Sensor Networks Using BroadcastingSecurity in Wireless Sensor Networks Using Broadcasting
Security in Wireless Sensor Networks Using Broadcasting
 
Video Based Industry Control
Video Based Industry ControlVideo Based Industry Control
Video Based Industry Control
 
Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...
Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...
Study of user effects on two-port MIMO antennas at 2.4 GHz and 5.8 GHz for Wi...
 
A wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoringA wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoring
 
A wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoringA wireless electrocardiogram detection for personal health monitoring
A wireless electrocardiogram detection for personal health monitoring
 
ECG Report_2014
ECG Report_2014ECG Report_2014
ECG Report_2014
 
C04611318
C04611318C04611318
C04611318
 
Electroencephalogram
ElectroencephalogramElectroencephalogram
Electroencephalogram
 
DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY
DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY
DESIGN AND CONSTRUCTION OF A DATA TRANSMISSION SYSTEM USING LI-FI TECHNOLOGY
 
Noise reduction in ecg by iir filters a comparative study
Noise reduction  in ecg by iir  filters a comparative studyNoise reduction  in ecg by iir  filters a comparative study
Noise reduction in ecg by iir filters a comparative study
 
⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...
⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...
⭐⭐⭐⭐⭐ IX Jornadas Académicas y I Congreso Científico de Ciencias e Ingeniería...
 
Simulation model of dc servo motor control
Simulation model of dc servo motor controlSimulation model of dc servo motor control
Simulation model of dc servo motor control
 

Andere mochten auch

Arduino based health monitoring system
Arduino based health monitoring systemArduino based health monitoring system
Arduino based health monitoring systemYousuf Shaikh
 
Wireless telemetry systems
Wireless telemetry systemsWireless telemetry systems
Wireless telemetry systemsSneha Suluru
 
Wireless human health Monitor
Wireless human health MonitorWireless human health Monitor
Wireless human health MonitorAmarendra K Yadav
 
Wireless communication
Wireless communicationWireless communication
Wireless communicationDarshan Maru
 

Andere mochten auch (6)

Wireless ECG System
Wireless ECG SystemWireless ECG System
Wireless ECG System
 
Mini project
Mini projectMini project
Mini project
 
Arduino based health monitoring system
Arduino based health monitoring systemArduino based health monitoring system
Arduino based health monitoring system
 
Wireless telemetry systems
Wireless telemetry systemsWireless telemetry systems
Wireless telemetry systems
 
Wireless human health Monitor
Wireless human health MonitorWireless human health Monitor
Wireless human health Monitor
 
Wireless communication
Wireless communicationWireless communication
Wireless communication
 

Ähnlich wie PKU Develops Wireless ECG Healthcare Monitoring System

A Framework for Wireless LAN Monitoring and Its Applications 
A Framework for Wireless LAN Monitoring and Its Applications A Framework for Wireless LAN Monitoring and Its Applications 
A Framework for Wireless LAN Monitoring and Its Applications 2012engg
 
A framework for wireless lan monitoring and its applications
A framework for wireless lan monitoring and its applicationsA framework for wireless lan monitoring and its applications
A framework for wireless lan monitoring and its applications2012engg
 
Converging Medical Device and Enterprise Networks
Converging Medical Device and Enterprise NetworksConverging Medical Device and Enterprise Networks
Converging Medical Device and Enterprise NetworksConnectologist
 
wireless sensor networks using zigbee and wifi
wireless sensor networks using zigbee and wifiwireless sensor networks using zigbee and wifi
wireless sensor networks using zigbee and wifisunil raj kumar
 
Energy aware routing for real time
Energy aware routing for real timeEnergy aware routing for real time
Energy aware routing for real timeambitlick
 
A wearable ecg recording system for continuous arrhythmia
A wearable ecg recording system for continuous arrhythmiaA wearable ecg recording system for continuous arrhythmia
A wearable ecg recording system for continuous arrhythmiaBarracca
 
TCP over 6LoWPAN for Industrial Applications
TCP over 6LoWPAN for Industrial ApplicationsTCP over 6LoWPAN for Industrial Applications
TCP over 6LoWPAN for Industrial ApplicationsAhmed Ayadi
 
Security protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applicationsSecurity protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applicationsaviiandevil
 
Security protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applicationsSecurity protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applicationsaviiandevil7
 
Study Project Abstract
Study Project AbstractStudy Project Abstract
Study Project Abstractrakesh krishna
 
Wireless Sensor Network for Patient Health Monitoring System
Wireless Sensor Network for Patient Health Monitoring SystemWireless Sensor Network for Patient Health Monitoring System
Wireless Sensor Network for Patient Health Monitoring SystemIRJET Journal
 
Development of a EEG-Based Biometric Authentication & Security System
Development of a EEG-Based Biometric Authentication &  Security SystemDevelopment of a EEG-Based Biometric Authentication &  Security System
Development of a EEG-Based Biometric Authentication & Security SystemMd. Mahmudul Hasan Mubin
 
Throughput improvement of ieee 802.15.4 based medical
Throughput improvement of ieee 802.15.4 based medicalThroughput improvement of ieee 802.15.4 based medical
Throughput improvement of ieee 802.15.4 based medicaliaemedu
 
Routing protocolsin Wireless sensor network
Routing protocolsin Wireless sensor network Routing protocolsin Wireless sensor network
Routing protocolsin Wireless sensor network dilip pareek
 
easy to way swallow wireless telemetry
easy to way swallow wireless telemetryeasy to way swallow wireless telemetry
easy to way swallow wireless telemetrymohammed shahid
 
Easy to swallow wireless telemetry ppt
Easy to swallow wireless telemetry pptEasy to swallow wireless telemetry ppt
Easy to swallow wireless telemetry pptSrilakshmi Iyengar
 
Wide-band spectrum sensing with convolution neural network using spectral cor...
Wide-band spectrum sensing with convolution neural network using spectral cor...Wide-band spectrum sensing with convolution neural network using spectral cor...
Wide-band spectrum sensing with convolution neural network using spectral cor...IJECEIAES
 

Ähnlich wie PKU Develops Wireless ECG Healthcare Monitoring System (20)

A Framework for Wireless LAN Monitoring and Its Applications 
A Framework for Wireless LAN Monitoring and Its Applications A Framework for Wireless LAN Monitoring and Its Applications 
A Framework for Wireless LAN Monitoring and Its Applications 
 
A framework for wireless lan monitoring and its applications
A framework for wireless lan monitoring and its applicationsA framework for wireless lan monitoring and its applications
A framework for wireless lan monitoring and its applications
 
Converging Medical Device and Enterprise Networks
Converging Medical Device and Enterprise NetworksConverging Medical Device and Enterprise Networks
Converging Medical Device and Enterprise Networks
 
wireless sensor networks using zigbee and wifi
wireless sensor networks using zigbee and wifiwireless sensor networks using zigbee and wifi
wireless sensor networks using zigbee and wifi
 
Energy aware routing for real time
Energy aware routing for real timeEnergy aware routing for real time
Energy aware routing for real time
 
A wearable ecg recording system for continuous arrhythmia
A wearable ecg recording system for continuous arrhythmiaA wearable ecg recording system for continuous arrhythmia
A wearable ecg recording system for continuous arrhythmia
 
TCP over 6LoWPAN for Industrial Applications
TCP over 6LoWPAN for Industrial ApplicationsTCP over 6LoWPAN for Industrial Applications
TCP over 6LoWPAN for Industrial Applications
 
Security protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applicationsSecurity protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applications
 
Security protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applicationsSecurity protocols & platform for wsn based medical applications
Security protocols & platform for wsn based medical applications
 
Study Project Abstract
Study Project AbstractStudy Project Abstract
Study Project Abstract
 
Ati
AtiAti
Ati
 
Wireless Sensor Network for Patient Health Monitoring System
Wireless Sensor Network for Patient Health Monitoring SystemWireless Sensor Network for Patient Health Monitoring System
Wireless Sensor Network for Patient Health Monitoring System
 
Development of a EEG-Based Biometric Authentication & Security System
Development of a EEG-Based Biometric Authentication &  Security SystemDevelopment of a EEG-Based Biometric Authentication &  Security System
Development of a EEG-Based Biometric Authentication & Security System
 
Throughput improvement of ieee 802.15.4 based medical
Throughput improvement of ieee 802.15.4 based medicalThroughput improvement of ieee 802.15.4 based medical
Throughput improvement of ieee 802.15.4 based medical
 
Routing protocolsin Wireless sensor network
Routing protocolsin Wireless sensor network Routing protocolsin Wireless sensor network
Routing protocolsin Wireless sensor network
 
easy to way swallow wireless telemetry
easy to way swallow wireless telemetryeasy to way swallow wireless telemetry
easy to way swallow wireless telemetry
 
Easy to swallow wireless telemetry ppt
Easy to swallow wireless telemetry pptEasy to swallow wireless telemetry ppt
Easy to swallow wireless telemetry ppt
 
B1103010918
B1103010918B1103010918
B1103010918
 
Ecc08 malta
Ecc08 maltaEcc08 malta
Ecc08 malta
 
Wide-band spectrum sensing with convolution neural network using spectral cor...
Wide-band spectrum sensing with convolution neural network using spectral cor...Wide-band spectrum sensing with convolution neural network using spectral cor...
Wide-band spectrum sensing with convolution neural network using spectral cor...
 

Mehr von Iiro Jantunen

Ubiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERV
Ubiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERVUbiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERV
Ubiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERVIiro Jantunen
 
Applying ethical guidelines to ubiquitous health care in China
Applying ethical guidelines to ubiquitous health care in ChinaApplying ethical guidelines to ubiquitous health care in China
Applying ethical guidelines to ubiquitous health care in ChinaIiro Jantunen
 
THEWS - Trusted eHealth and eWelfare Space
THEWS - Trusted eHealth and eWelfare SpaceTHEWS - Trusted eHealth and eWelfare Space
THEWS - Trusted eHealth and eWelfare SpaceIiro Jantunen
 
Ontologies in eHealth
Ontologies in eHealthOntologies in eHealth
Ontologies in eHealthIiro Jantunen
 
Health and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeHealth and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeIiro Jantunen
 
Health and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeHealth and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeIiro Jantunen
 
Health and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeHealth and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeIiro Jantunen
 
Ubiquitous Public Safety Communications
Ubiquitous Public Safety CommunicationsUbiquitous Public Safety Communications
Ubiquitous Public Safety CommunicationsIiro Jantunen
 
Pervasive service computing
Pervasive service computingPervasive service computing
Pervasive service computingIiro Jantunen
 
Personal health records - basic concepts and models
Personal health records - basic concepts and modelsPersonal health records - basic concepts and models
Personal health records - basic concepts and modelsIiro Jantunen
 
Emergency Telemedicine in Indoor Multiple Dwelling Environments
Emergency Telemedicine in Indoor Multiple Dwelling EnvironmentsEmergency Telemedicine in Indoor Multiple Dwelling Environments
Emergency Telemedicine in Indoor Multiple Dwelling EnvironmentsIiro Jantunen
 
User-centric design and culture
User-centric design and cultureUser-centric design and culture
User-centric design and cultureIiro Jantunen
 
Continua Health Alliance
Continua Health AllianceContinua Health Alliance
Continua Health AllianceIiro Jantunen
 
Itälä: Agile Citizen-centric Health
Itälä: Agile Citizen-centric HealthItälä: Agile Citizen-centric Health
Itälä: Agile Citizen-centric HealthIiro Jantunen
 
Kaasinen: MINAmI, human-centered design, ethics
Kaasinen: MINAmI, human-centered design, ethicsKaasinen: MINAmI, human-centered design, ethics
Kaasinen: MINAmI, human-centered design, ethicsIiro Jantunen
 
Topo: Aging population and AmI
Topo: Aging population and AmITopo: Aging population and AmI
Topo: Aging population and AmIIiro Jantunen
 

Mehr von Iiro Jantunen (18)

Ubiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERV
Ubiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERVUbiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERV
Ubiquitous Services and Ethics: MIMOSA, MINAmI, and UBI-SERV
 
Applying ethical guidelines to ubiquitous health care in China
Applying ethical guidelines to ubiquitous health care in ChinaApplying ethical guidelines to ubiquitous health care in China
Applying ethical guidelines to ubiquitous health care in China
 
THEWS - Trusted eHealth and eWelfare Space
THEWS - Trusted eHealth and eWelfare SpaceTHEWS - Trusted eHealth and eWelfare Space
THEWS - Trusted eHealth and eWelfare Space
 
Ontologies in eHealth
Ontologies in eHealthOntologies in eHealth
Ontologies in eHealth
 
Health and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeHealth and Well-being Cluster Programme
Health and Well-being Cluster Programme
 
Health and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeHealth and Well-being Cluster Programme
Health and Well-being Cluster Programme
 
Health and Well-being Cluster Programme
Health and Well-being Cluster ProgrammeHealth and Well-being Cluster Programme
Health and Well-being Cluster Programme
 
Ubiquitous Public Safety Communications
Ubiquitous Public Safety CommunicationsUbiquitous Public Safety Communications
Ubiquitous Public Safety Communications
 
Pervasive service computing
Pervasive service computingPervasive service computing
Pervasive service computing
 
Personal health records - basic concepts and models
Personal health records - basic concepts and modelsPersonal health records - basic concepts and models
Personal health records - basic concepts and models
 
Emergency Telemedicine in Indoor Multiple Dwelling Environments
Emergency Telemedicine in Indoor Multiple Dwelling EnvironmentsEmergency Telemedicine in Indoor Multiple Dwelling Environments
Emergency Telemedicine in Indoor Multiple Dwelling Environments
 
User-centric design and culture
User-centric design and cultureUser-centric design and culture
User-centric design and culture
 
Intro: UBI-SERV
Intro: UBI-SERVIntro: UBI-SERV
Intro: UBI-SERV
 
Continua Health Alliance
Continua Health AllianceContinua Health Alliance
Continua Health Alliance
 
Korhonen: UBI-SERV
Korhonen: UBI-SERVKorhonen: UBI-SERV
Korhonen: UBI-SERV
 
Itälä: Agile Citizen-centric Health
Itälä: Agile Citizen-centric HealthItälä: Agile Citizen-centric Health
Itälä: Agile Citizen-centric Health
 
Kaasinen: MINAmI, human-centered design, ethics
Kaasinen: MINAmI, human-centered design, ethicsKaasinen: MINAmI, human-centered design, ethics
Kaasinen: MINAmI, human-centered design, ethics
 
Topo: Aging population and AmI
Topo: Aging population and AmITopo: Aging population and AmI
Topo: Aging population and AmI
 

Kürzlich hochgeladen

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 

Kürzlich hochgeladen (20)

Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 

PKU Develops Wireless ECG Healthcare Monitoring System

  • 1. EECS, Peking University Wireless ECG Healthcare Monitoring System Bingli Jiao & Yuping Zhao jiaobl@pku.edu.cn Yuping.zhao@pku.edu.cn Wireless & Satellite Communication Lab EECS, Peking University, China 19.05.2009 1
  • 2. EECS, Peking University Outline Background System descriptions Hardware implementations Performances Further works 19.05.2009 2
  • 3. EECS, Peking University Background The population of orders has increased Difficult to accommodate all senior citizens in hospitals Nursing homes is preferable healthcare mode for privacy and lower costs Using devices to act as nurses 19.05.2009 3
  • 4. EECS, Peking University Background Technical possibility development of wireless communication technologies impact on our life worldwide Wireless Healthcare Monitoring System is possible Two types wireless networks can be used mobile network wireless local area network (WLAN). 19.05.2009 4
  • 5. EECS, Peking University System descriptions Wireless Healthcare Monitoring System— ECG(Electrocardiogram) PKU has developed wireless ECG devices – for the heart remote monitoring Internet and software/hardware enable the network for real-time transmissions Tele-medical can be performed at low cost User centric service with ubiquitous computing Technology of wireless transmission for quality of medical services Classifying and grouping the medical information into the services 19.05.2009 5
  • 6. EECS, Peking University wireless monitoring system -Developed by Peking University (PKU) 19.05.2009 6
  • 7. EECS, Peking University Wireless transmission systems Wireless LAN (WiFi) Wireless Personal area network (WPAN) -Zigbee 19.05.2009 7
  • 8. EECS, Peking University Zigbee description 19.05.2009 8
  • 9. EECS, Peking University characteristics of Zigbee 2.4GHz and 868/915 MHz dual PHY modes Low power consumption, with battery life ranging from months to years Maximum data rates are: 250 kbps (2.4 GHz), 40 kbps (915 MHz), and 20 kbps (868 MHz) High throughput and low latency for low duty-cycle applications (<0.1%) Addressing space of up to 64 bit IEEE address devices, 65,535 networks 50m typical range Different topologies: star, peer-to-peer, mesh 19.05.2009 9
  • 10. EECS, Peking University Zigbee Topology Star Topology Peer-to-Peer Topology PAN Coordinator PAN Coordinator Full Function Device Reduced Function Device 19.05.2009 Communication Flow 10
  • 11. EECS, Peking University data stream in the ECG system ECG Monitor Generte warnings Configure Network Describe syptoms Motion Sensors Personal Server Internet Medical Server Location (GPS) SpO2 Temperature & Humidity 19.05.2009 11
  • 12. EECS, Peking University network diagram of the ECG system SMS Alarm Home terminal Normal monitor home Home terminal Server home Data base Hospital terminal Hospital terminal Access point Doctor terminal hospital Hospital terminal Data collecting Data Processing 19.05.2009 12 Nurse terminal Monitering
  • 13. EECS, Peking University Three generation patient terminal First generation Using WiFi for wireless data transmission 19.05.2009 13
  • 14. EECS, Peking University Three generation patient terminal Second generation 19.05.2009 Using WiFi for wireless data transmission 14
  • 15. EECS, Peking University Three generation patient terminal Third generation 19.05.2009 Using WPAN 802.15.4 for wireless data transmission 15
  • 16. EECS, Peking University System Performances Working in the 2.4GHz Band 200Hz sampling rate for each data packet of 17Bytes The raw ECG data rate for a single user is about 3.4Kbyte/s 19.05.2009 16
  • 17. EECS, Peking University System Performances Both the sensor terminal and the hospital terminal are developed by PKU The wireless transmission is connected: sensor – Internet - hospital The system testing is finished with very good performance The software and hardwire are ready for the real product 19.05.2009 17
  • 18. EECS, Peking University Interface of patient terminal 19.05.2009 18
  • 19. EECS, Peking University Interface of hospital terminal 19.05.2009 19
  • 20. EECS, Peking University Future Works The experimental results and analysis verified that the system has a friendly user interface and good stability, with great practical potential. The diversification of the system terminal also makes the system applicable to a variety of scenes. 19.05.2009 20
  • 21. EECS, Peking University Future Works Technical works: Continue to improve the system in terminal miniaturization Further reduce the cost and size Increase the mobility and make more convenience terminal device. Increase system reliability Application related works Find a suitable situation for the applications Make real testing during the project Find some industry partners for product devolopment 19.05.2009 21
  • 22. EECS, Peking University Suggestions are welcome Technical suggestions To increase the system performances Medical suggestions Suggestion from terminal users Suggestions from hospitals: doctors and nurses Application suggestions Practical cases for utilizations Application and testing during this joint project Commercial suggestion The way of become real products 19.05.2009 22