KSL-89-05 + redirect page
Intelligent Real-Time Monitoring and Control + Has identifier
Intelligent Real-Time Monitoring and Control + Ksl tr id
Intelligent Real-Time Monitoring and Control + Number
| Intelligent Real-Time Monitoring and Control |
Bibtype
techreport
Has publishing details
January,1989
Has title
Intelligent Real-Time Monitoring and Control
Has where published
KSL-89-05
Has year
1989
Title
Intelligent Real-Time Monitoring and Control
Year
1989
Abstract
Intelligent monitoring and control involve … Intelligent monitoring and control involves observing and guiding the behavior of a physical system toward some objective, with real-time constraints on the utility of particular actions. Generic functional requirements for this task include: integration of perception, reasoning, and action; integration of multiple reasoning activities; reasoning about complex, time-varying systems; coordination of multiple response modes; dynamic allocation of limited computational resources. We illustrate these requirements in the domain of patient monitoring in a surgical intensive care unit (SICU). We propose a generic architecture, designed and implemented in layers: top-level system organization; reasoning skills and knowledge representation; first-principles knowledge of physical systems; domain knowledge. We illustrate the architecture in the "Guardian" system for SICU monitoring and describe Guardian's performance on an illustrative scenario. Finally, we discuss the generality and limitations of the proposed architecture. limitations of the proposed architecture.
Author
Barbara Hayes-Roth and Richard Washington and Rattikorn Hewett and Micheal Hewett and Adam Seiver +
Has author
Barbara Hayes-Roth and Richard Washington and Rattikorn Hewett and Micheal Hewett and Adam Seiver +
Has identifier
Intelligent Real-Time Monitoring and Control +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
Intelligent Real-Time Monitoring and Control +
Month
January +
Number
Intelligent Real-Time Monitoring and Control +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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