Ultra Low Power Computing for Next Generation Implantable Smart Cardiac Pacemakers
Ultra Low Power Computing for Next Generation Implantable Smart Cardiac Pacemakers
批准号:
10091473
负责人:
Eugene B John
金额:
$11.03万
依托单位国家:
美国
项目类别:
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-02-15 至 2023-01-31
关键词:
AddressAlgorithmsArchitectureAreaArithmeticArrhythmiaArtificial cardiac pacemakerCardiacCardiac pacemakerCardiovascular DiseasesCellular PhoneCessation of lifeCodeCommunicationComputer softwareComputing MethodologiesConsumptionDataData CompressionData StoreDetectionDevelopmentDevicesDiagnosisElectrocardiogramEmergency SituationEnsureEvolutionExtravasationFrequenciesFutureGenerationsHealth Care CostsHealthcareHeartHospitalsHumanImplantIndustry StandardLeadLifeManufacturer NameMeasuresMemoryMethodologyMethodsMonitorMorbidity - disease rateOperative Surgical ProceduresPacemakersPatient CarePatternPerformancePeriodicityProcessRecommendationRecordsResearchSecureSecuritySignal TransductionStructureTechniquesTestingTimeUnited StatesWireless TechnologyWorkloadWritingbasecostcryptographydata exchangedesigndigitalencryptionfrontierimplantable deviceimprovedinnovationmortalitynext generationnoveloperationparallelizationsealsignal processinguser-friendlyvoltagewireless communication
中文摘要
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英文摘要
Title: Ultra Low Energy Computing for Next Generation
Implantable Smart Cardiac Pacemakers
Project Summary
Cardiovascular diseases are one of the major causes of all human deaths. Arrhythmia related human cardiac
mortality and morbidity can be reduced by the implantable artificial pacemakers that are designed to monitor
the cardiac status and to regulate the beating of the heart. Not many years ago, the functionality of a
pacemaker was mostly limited to monitoring signals from the heart and assisting its operation via artificial
pacing when any predefined abnormality was detected. Recently, pacemaker manufacturers have started
incorporating advanced features to make the pacemaker smarter and more user friendly. With low energy
wireless connectivity, the pacemakers can be programmed to automatically activate alerts to the cardiologist or
to the hospital via the connected smart phone or network when an emergency occurs. In the future, the
wireless connectivity may also enable the cardiologist to remotely adjust the settings of the pacemaker to
address the emergency or to recommend other corrective measures. Unfortunately all the added new features
come at the expense of increased power consumption. Also, the wireless connectivity of the implantable
devices opens up the possibility of hacking. In the case of pacemakers a hacker will be able to maliciously
reprogram the pacemaker. These device security threats lead to the need for secure communication channels.
The entire computational task inside a pacemaker is done by a dedicated processor. The upcoming generation
of pacemakers is expected to both diversify the processor work-load and demand significantly increased
computational capabilities. This research aims to develop low-energy computation methods and design
methodologies that can enable future cardiac pacemakers to become a reality. A novel concept of dynamic
computing is developed as a part of this research which will enable the reduction of pacemaker power
consumption by detecting and eliminating repetitions of low level arithmetic/logical operations both in software
and hardware implementations. By identifying overlapping computational steps and predictable data flow
patterns present in most implantable cardiac pacemaker workloads, the proposed design methodologies
promise enhanced performance and improvement in battery life. Applicability of the developed techniques will
be investigated and tested in the context of pacemaker signal processing, security, and reliability workloads.
Nearly 225,000 permanent pacemakers are implanted annually in the United States. The battery in a
pacemaker can last 8-10 years and the pacemaker itself is replaced during a surgical procedure. The
development of ultra-low energy computing techniques for pacemakers is expected to extend the battery life
further, which in turn will reduce the frequency of the surgical procedures needed to replace the pacemaker.
The reduced number of surgical procedures will also bring down the associated health care coast. The low
energy computing techniques could also enable the future pacemakers to add more advanced features without
sacrificing the battery life.
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Ultra Low Power Integrated Circuits and Systems for Cardiac Pacemakers
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批准号:8705539
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项目类别:
-
资助金额:$11.03万
-
财政年份:2012
-
负责人:Eugene B John
-
依托单位:
Ultra Low Power Integrated Circuits and Systems for Cardiac Pacemakers
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批准号:8268207
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项目类别:
-
资助金额:$11.03万
-
财政年份:2012
-
负责人:Eugene B John
-
依托单位:
Ultra Low Power Integrated Circuits and Systems for Cardiac Pacemakers
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批准号:8514643
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项目类别:
-
资助金额:$10.64万
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财政年份:2012
-
负责人:Eugene B John
-
依托单位:
Ultra Low Power Integrated Circuits and Systems for Cardiac Pacemakers
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批准号:8897386
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项目类别:
-
资助金额:$11.03万
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财政年份:2012
-
负责人:Eugene B John
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依托单位:
海外基金