Ambient Intelligence D
Aalto University
<p><b>A</b><b>mbient intelligence</b> (<b>AmI</b>) refers to environments which are responsive to interaction and sensitive to the presence of people. The intention is to enable people, devices and environments to work together in concert to achieve everyday life tasks or activities intuitively by using information and intelligence hidden in the network connecting these devices. It is expected that, as devices grow smaller, more connected, and more integrated with the environment, the technological framework behind them will disappear from the perception of the people in these environments with which they intuitively interact. </p><p>AmI covers aspects of Distributed and Wearable Computing, Distributed algorithms, Human sensing, Pervasive Computing, Ubiquitous Computing, Contextual Awareness, Human-Computer Interaction, Distributed and embedded Systems. </p><p>The lecture will introduce basic techniques and domains in Ambient Intelligence from an algorithmic perspective. Particularly, the topics may cover</p> Radio Sensing Usable Security Ethics <ul><li>The wireless radio channel</li><li>RF sensing and localization</li></ul> <ul><li>Error correcting codes</li><li>Fuzzy cryptography</li></ul> <ul><li>Ethics</li><li>Gender</li></ul> <b>Audio Sensing</b> <b>Feature Engineering and learning</b> <b>Applications</b> <ul><li>Audio fingerprinting</li><li>Sensing with audio</li></ul> <ul><li>Training and learning</li><li>Useful concepts in machine learning <br />(Transformer, style-transfer, noise removal, etc.)</li></ul> <ul><li>Smart buildings</li><li>Energy</li><li>Health</li></ul> <b> Distributed Systems</b> <b> Constrained devices</b> <ul><li>Consistency</li><li>Fault tolerance</li><li>Synchronization</li><li>Naming</li></ul> <ul><li>Internet of Things</li><li>Backscatter communication</li><li>Security</li><li>Computation offloading</li></ul>
Back
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Course dates
03 September 2025 - 03 December 2025
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Course organizer
Stephan Sigg
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Place/Venue
School of Electrical Engineering / Department of lnformation and Communications Engineering
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City
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Country
Finland
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Workload
1
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Link
https://mycourses.aalto.fi/course/search.php?...
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