Difference between revisions of "Cyber-Physical Systems Laboratory"

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The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University in St. Louis] performs cutting-edge research on real-time systems, wireless sensor networks, embedded systems and cyber-physical systems that cross-cut computing, networking and other engineering disciplines.
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The Cyber-Physical Systems Laboratory (CPSL) at [http://www.wustl.edu/ Washington University] performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.
  
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'''What is Cyber-Physical Systems (CPS)?''' CPS is a holistic design methodology that co-designs the cyber and physical aspects of networked embedded systems. By breaking the barrier between cyber and physical designs, CPS will result in drastic improvement to networked embedded systems and new systems that we cannot build today. [http://www1.cse.wustl.edu/~lu/talks/ecrts11-panel-2011-07.pdf <u>This talk</u>] elaborates on our perspective on CPS.
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2022/Lu-wins-award-for-most-influential-paper-in-real-time-systems.html Lu Wins Award for Most Influential Paper in Real-Time Systems]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://www.cse.wustl.edu/%7Elu/papers/sp22-rt-tee.pdf RT-TEE: Real-Time System Availability for Cyber-Physical Systems Using ARM TrustZone ] [SP'22]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://doi.org/10.1016/j.jad.2022.04.015 Cross-trial Prediction of Depression Remission Using Problem-solving Therapy: A Machine Learning Approach ] [Journal of Affective Disorders]
  
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== Updates ==
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.healio.com/news/hematology-oncology/20220221/model-predicts-deterioration-of-hospitalized-patients-with-cancer Model Predicts Deterioration of Hospitalized Patients with Cancer] (Healio)
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.dicardiology.com/content/new-fitbit-does-more-count-steps-it-may-save-your-life-one-day That new Fitbit does more than count steps. It may save your life one day.] (Diagnostic and Interventional Cardiology)
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* <span style="color:#B22222"> '''[News]''' </span> [https://the-next-byte-wevolver.simplecast.com/episodes/55-wearable-technology-but-for-your-pets Research using Fitbit and machine learning to predict surgical outcomes (featured in the Next Byte podcast)]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://pubs.asahq.org/anesthesiology/article/doi/10.1097/ALN.0000000000004139/118579/Personalized-Surgical-Transfusion-Risk-Prediction  Personalized Surgical Transfusion Risk Prediction Using Machine Learning to Guide Preoperative Type and Screen Orders] [Anesthesiology]
 +
* <span style="color:#008000""> '''[Paper]''' </span> [https://www.sciencedirect.com/user/error/ATP-2?pii=S1532046422000314  Predicting Physician Burnout Using Clinical Activity Logs: Model Performance and Lessons Learned] [Journal of Biomedical Informatics]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.sciencedirect.com/science/article/pii/S0007091221008709?via%3Dihub Continuous Real-time Prediction of Surgical Case Duration Using a Modular Artificial Neural Network] [British Journal of Anaesthesia]
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* <span style="color:#B22222"> '''[News]''' </span> [https://source.wustl.edu/2021/11/washington-people-chenyang-lu/ Washington People: Chenyang Lu (WU Press)]
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2021/Wearable-fitness-trackers-help-physicians-track-patient-health.html Trackers Help Physicians Track Patient Health (WU Press)]
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2021/Early-warning-system-model-predicts-deterioration-of-hospitalized-cancer-patients-based-on-clinical-data.html Early Warning System Model Predicts Deterioration of Hospitalized Cancer Patients Based on Clinical Data (WU Press)]
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* <span style="color:#B22222"> '''[Editorial]''' </span> [https://dl.acm.org/doi/pdf/10.1145/3464945 Toward a Scientific and Engineering Discipline of Cyber-Physical Systems] [[https://dl.acm.org/journal/tcps TCPS]]
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* <span style="color:#008000""> '''[Paper]''' </span> [https://www.cse.wustl.edu/%7Elu/papers/cikm21.pdf Integrating Static and Time-Series Data in Deep Recurrent Models for Oncology Early Warning Systems] [[https://www.cikm2021.org CIKM'21]]
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* <span style="color:#B22222"> '''[News]''' </span> [https://engineering.wustl.edu/news/2021/Lu-named-editor-in-chief-of-ACM-Transactions-on-Cyber-Physical-Systems.html Dr. Chenyang Lu named Editor-in-Chief of ACM Transactions on Cyber-Physical Systems] (03/2021)
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.acm.org/media-center/2021/january/fellows-2020 Dr. Chenyang Lu named ACM Fellow] [https://source.wustl.edu/2021/01/lu-named-association-for-computing-machinery-fellow/ (WU Press)] (1/2021)
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* <span style="color:#000000"> '''[Talk]''' </span> [https://informatics.wustl.edu/event/digital-phenotyping-with-wearables-learning-from-wearable-data-to-predict-clinical-outcomes/ Digital Phenotyping with Wearables: Learning from Wearable Data to Predict Clinical Outcomes] [Washington University School of Medicine]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/interdiciplinary-advice.pdf  Interdisciplinary Research: Advice and Opportunities] [Guest lecture at UIUC]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/emsoft20.pdf  Exploring Edge Computing for Multi-Tier Industrial Control] [[http://esweek.hosting2.acm.org/emsoft/ EMSOFT'20]]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/iotdi20a.pdf REACT: an Agile Control Plane for Industrial Wireless Sensor-Actuator Networks] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/iotdi20b.pdf Adaptive Data Replication in Real-Time Reliable Edge Computing for Internet of Things] [[https://conferences.computer.org/iotDI/2020/ IoTDI'20]]
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* <span style="color:#B22222"> '''[News]''' </span> [https://www.cse.wustl.edu/~lu/openings.html PhD Student Openings in AI for Healthcare]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/IoMT.html Internet of Medical Things: Predicting Clinical Outcomes and Digital Phenotyping with Wearables and Machine Learning] [Washington University School of Medicine]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/mHealth.pdf Predicting Clinical Outcomes with Wearables: Machine Learning from Small Data] [[https://mhealth.wustl.edu/ mHealth Research Core]]
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* <span style="color:#000000"> '''[Talk]''' </span> [https://www.cse.wustl.edu/~lu/talks/AI-for-Healthcare.pdf Machine Learning for Healthcare: From Wearables to Electronic Health Record] [AI in Health, Washington University]
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* <span style="color:#008000"> '''[Paper]''' </span> [https://www.cse.wustl.edu/~lu/papers/aaai20.pdf DeepAlerts: Deep Learning Based Multi-horizon Alerts for Clinical Deterioration on Oncology Hospital Wards] [[https://aaai.org/Conferences/AAAI-20/ AAAI'20]]
  
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* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/emsoft14-rt-xen.pdf <u>Real-Time Multi-Core Virtual Machine Scheduling in Xen</u>] [[http://www.emsoft.org/ <u>EMSOFT'14</u>]]
 
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* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/emsoft14-rths.pdf <u>Real-Time System Support for Hybrid Structural Simulation</u>] [[http://www.emsoft.org/ <u>EMSOFT'14</u>]]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://www.tgi.ie/?page_id=419 <u>Telecommunications Graduate Initiative</u>] course on [http://www.cse.wustl.edu/~lu/tgi/ <u>Networked Embedded Systems</u>] [[http://www.ucc.ie/en/compsci/ <u>University Colleage Cork</u>]] (7/2014)
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/ucc-wcps-2014-07.pdf <u>Real-Time Wireless Control Networks for Cyber-Physical Systems</u>] [[http://www.ucc.ie/en/compsci/ <u>University Colleage Cork</u>]] (7/2014)
 
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* <span style="color:#B22222"> '''[News]''' </span> CPSL student [http://www.cse.wustl.edu/~saifullaha/<u>Abusayeed Saifullah </u>] to join [http://cs.mst.edu/<u>Missouri University of Science and Technology </u>] as Assistant Professor.
 
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* <span style="color:#B22222"> '''[News]''' </span> CPSL student [http://www.cse.wustl.edu/~xis/ <u>Sisu Xi</u>] to join [http://www.twosigma.com/ <u>Two Sigma</u>].
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=508 <u>PhD student Jing Li selected to attend Heidelberg Laureate Forum</u>] [[http://www.heidelberg-laureate-forum.org/ <u>Heidelberg Laureate Forum</u>]]
 
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* <span style="color:#B22222"> '''[News]''' </span> CPSL alumni Guoliang Xing received [http://www.cse.msu.edu/About/Notable.php?Nid=499 <u>Withrow Distinguished Scholar Junior Award</u>] at Michigan State University. 
 
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* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/icdcs14.pdf <u>Thermal Modeling for a HVAC Controlled Real-life Auditorium</u>] [[http://www.cse.wustl.edu/~lu/talks/icdcs14.pdf <u>Talk</u>]] [[http://lsd.ls.fi.upm.es/icdcs2014 <u>ICDCS'14</u>]]
 
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* <span style="color:#008000"> '''[Paper]''' </span>[https://www.usenix.org/system/files/conference/icac14/icac14-paper-fu.pdf <u>CloudPowerCap: Integrating Power Budget and Resource Management across a Virtualized Server Cluster</u>] [[https://www.usenix.org/conference/icac14 <u>ICAC'14</u>]]
 
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* <span style="color:#008000"> '''[Paper]''' </span>[http://www.cse.wustl.edu/~lu/papers/iwqos14.pdf <u>Analysis of EDF Scheduling for Wireless Sensor-Actuator Networks</u>] [[http://www.ieee-iwqos.org/ <u>IWQoS'14</u>]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/hkpu14-rt-xen.pdf <u>RT-Xen: Real-Time Virtualization for Embedded and Cloud Computing</u>] [[http://www.comp.polyu.edu.hk/filemanager/en/content_61/research%20seminar_20140523.pdf <u>HKPU</u>]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/lund14-rt-xen.pdf <u>RT-Xen: Real-Time Virtualization for the Cloud</u>] [[http://www.lccc.lth.se/index.php?page=may-2014-2 <u>Lund Cloud Control Workshop</u>]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/infocom14-cps-panel.pdf <u>Challenges in Wireless Control Networks for Cyber-Physical Systems</u>] [[http://infocom2014.ieee-infocom.org/ <u>INFOCOM'14</u>] CPS Panel]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://engineering.wustl.edu/newsstory.aspx?news=7511 <u>Real-Time Virtualization Software to Enable Embedded Systems Integration</u>] [Press Release]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://blog.xen.org/index.php/2013/11/27/rt-xen-real-time-virtualization-in-xen/ <u>RT-Xen: Real-Time Virtualization in Xen</u>] [[http://blog.xen.org/ <u>Xen Blog</u>]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/peccs-2014-01.pdf <u>Real-Time Wireless Control Networks for Cyber-Physical Systems</u>] [[http://www.peccs.org/ <u>PECCS'14</u>] Keynote]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/tpds-dags.pdf <u>Parallel Real-Time Scheduling of DAGs</u>] [[http://www.computer.org/portal/web/tpds <u>TPDS</u>]]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/talks/dgif-2013-11.pdf <u>Wireless Clinical Monitoring at Scale</u>] [[http://dgif.dgist.ac.kr/index.php?g_page=program&m_page=program02 <u>DGIF Distinguished Lecture</u>]]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://www.cse.wustl.edu/~lu/papers/spectrum.pdf <u>Q&A: Melding Software Models with Sensor Networks Could Save Lives</u>] [IEEE Spectrum]
 
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* <span style="color:#800000"> '''[Event]''' </span> Chenyang Lu serving as Program Chair of [http://sensys.acm.org/ <u>ACM Conference on Embedded Networked Sensor Systems (SenSys'14)</u>]
 
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* <span style="color:#800000"> '''[Event]''' </span> Chenyang Lu chaired [http://www.rtss.org/ <u>IEEE Real-Time Systems Symposium (RTSS'13)</u>]
 
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* <span style="color:#800000"> '''[Event]''' </span> Chenyang Lu named Area Editor of the new [http://iot-journal.weebly.com/ <u>IEEE Internet of Things Journal</u>]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtss13-saml.pdf <u>Self-Adapting MAC Layer for Wireless Sensor Networks</u>] [[http://2013.ieee-rtss.org/ <u>RTSS'13</u>]]
 
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* <span style="color:#008000"> '''[Paper]''' </span> [http://www.cse.wustl.edu/~lu/papers/rtss13-cache.pdf <u>Cache-Aware Compositional Analysis of Real-Time Multicore Virtualization Platforms</u>] [[http://2013.ieee-rtss.org/ <u>RTSS'13</u>]]
 
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* <span style="color:#FF4500"> '''[Grant]''' </span> [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=487 <u>Real-Time Wireless Sensor-Actuator Networks</u>] [NSF NeTS]
 
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* <span style="color:#FF4500"> '''[Grant]''' </span> [http://www.nsf.gov/awardsearch/showAward?AWD_ID=1329861 <u>Safety-Feature Modeling and Adaptive Resource Management for Mixed-Criticality Cyber-Physical Systems</u>] [NSF CPS]
 
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* <span style="color:#FF4500"> '''[Grant]''' </span> [http://nsf.gov/awardsearch/showAward?AWD_ID=1343896 <u>Integrated Real-Time Clinical Deterioration Prediction for Hospitalized Patients and Outpatients</u>] [NSF SCH]
 
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* <span style="color:#FF4500"> '''[Grant]''' </span> [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=484 <u>Real-Time Scheduling of Parallel Tasks</u>] [NSF XPS]
 
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* <span style="color:#B22222"> '''[News]''' </span> Featured in IEEE Spectrum Podcast on [http://spectrum.ieee.org/podcast/at-work/test-and-measurement/smart-bridges <u>Smart Bridges</u>] [IEEE Spectrum]
 
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* <span style="color:#FF4500"> '''[Grant]''' </span> [http://cse.wustl.edu/aboutthedepartment/pages/news-story.aspx?news=476 <u>Theory and Virtualization Platform for Compositional Real-Time Systems</u>] [ONR]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://news.wustl.edu/news/Pages/25716.aspx <u>Green Rehab Project Promotes a More Sustainable University</u>] [Press Release]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://news.medill.northwestern.edu/chicago/news.aspx?id=222339 <u>Washington Bridge Collapse Could Be a Wake-up Call</u>]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://www.indyposted.com/195455/matthew-roblez-structural-engineering-saves-lives <u>Matthew Roblez: Structural Engineering Saves Lives</u>]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://news.wustl.edu/news/Pages/25358.aspx <u>Engineering Professor Working to Help Bridges Survive Natural Disaster</u>]
 
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* <span style="color:#000000"> '''[Talk]''' </span> [http://www.cse.wustl.edu/~lu/control-tutorials/cpsweek13/ <u>Introduction to Control Theory and Its Application to Feedback Computing</u>] [CPSWeek'13]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://www.cse.wustl.edu/~lu/icts.html <u>Wireless Clinical Monitoring</u>] project featured in a [http://www.cse.wustl.edu/~lu/wsn_articles/ieee-spm-report.pdf <u>special report</u>] in [http://www.signalprocessingsociety.org/publications/periodicals/spm/ <u>IEEE Signal Processing Magazine</u>]
 
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* <span style="color:#B22222"> '''[News]''' </span> [http://news.wustl.edu/news/Pages/22492.aspx <u>Wireless Network in Hospital Monitors Vital Signs</u>] [Press Release]
 
 
* [[News Archive]]
 
* [[News Archive]]

Latest revision as of 02:56, 13 October 2022

The Cyber-Physical Systems Laboratory (CPSL) at Washington University performs cutting-edge research on AI and machine learning for healthcare, mobile health, real-time systems, Internet of Things, and cyber-physical systems that cross-cut computing and other disciplines.

Retrieved from "http://wsn.cse.wustl.edu/index.php?title=Cyber-Physical_Systems_Laboratory&oldid=5206"