Intelligent Environments1 Conclusions and Future Directions.
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Transcript of Intelligent Environments1 Conclusions and Future Directions.
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Intelligent Environments 1
Intelligent Environments
Conclusions and Future Directions
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Intelligent Environments 2
Definitions Intelligent
Able to acquire and apply knowledge Knowledge is more than data
Environment Surroundings
Intelligent Environment An environment able to acquire and apply
knowledge about you and your surroundings in order to improve your experience.
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Intelligent Environments 3
Projects Academic
UTA MavHome Smart Home Georgia Tech Aware Home MIT Intelligent Room MIT House_n Stanford Interactive Workspaces UC Boulder Adaptive House
Commercial IBM Smart Home Microsoft Easy Living
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Intelligent Environments 4
Major Topics Sensors Networking Database Prediction Decision Making Robotics Privacy and Security
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Intelligent Environments 5
Sensors Issues
Placement Power Interfacing Control
Smart sensors Local memory Local processing Communication
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Intelligent Environments 6
Networking Wired
Phone line Power line New wire
Wireless IEEE 802.11 Bluetooth
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Intelligent Environments 7
Networking (cont.) Service Discovery
Jini UPnP
Communication CORBA Java-RMI DCOM
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Intelligent Environments 8
Database Storage requirements
Real-time sensor data User data (esp. multimedia) System information
Prediction and decision-making queries Centralized vs. distributed Sensor databases Active databases
Push paradigm Database triggers
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Intelligent Environments 9
Prediction Predicting inhabitant and
environment behavior Sensor fusion and data relevance Concept drift IE-specific prediction
Sequence matching Hidden Markov models Episode discovery
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Intelligent Environments 10
Decision Making IE as a rational agent Choose action maximizing
expected utility States of IE Utilities of states Probability action will lead to state
Decision networks
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Intelligent Environments 11
Robotics Robotics for IE
Autonomy Adaptability Human-machine interfacing
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Intelligent Environments 12
Privacy and Security Physical and data security
Encryption Firewalling Biometrics
Degree of IE autonomy
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Intelligent Environments 13
Special Topics Intelligent robotic sensor agents
for environment monitoring Intelligent vehicles Personalization (e.g., television
guides) Context-aware applications Intelligent agent infrastructures
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Intelligent Environments 14
Future Directions Smart appliances Plug-n-play everything (devices
and software) Ubiquitous/pervasive computing
Low-power, wireless, smart sensors Low-power, wireless networks Distributed, active databases
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Intelligent Environments 15
Future Directions Prediction and decision-making in
uncertain, data-rich environments Distributed, hierarchical, self-
organizing, agent-based architectures
Versatile robotics Adaptive security and biometrics Virtual reality
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Intelligent Environments 16
Future Directions “Killer App”
Support for the handicapped and elderly Generalization to larger environments
Communities Office buildings Shopping centers Cities Streets and highways
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Intelligent Environments 17
Intelligent Environments
Thank you!