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(Created page with "== Details == {{CourseDetails |credits=180h, 6 ECTS |module=M.Inf.1221: Spezielle fortgeschrittenen Aspekte der Telematik |lecturer=[http://www.stephansigg.de Stephan Sigg] |time...") |
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|credits=180h, 6 ECTS | |credits=180h, 6 ECTS | ||
|module=M.Inf.1221: Spezielle fortgeschrittenen Aspekte der Telematik | |module=M.Inf.1221: Spezielle fortgeschrittenen Aspekte der Telematik | ||
|lecturer=[ | |lecturer=[https://univz.uni-goettingen.de/qisserver/rds?state=verpublish&status=init&vmfile=no&moduleCall=webInfo&publishConfFile=webInfoPerson&publishSubDir=personal&keep=y&purge=y&personal.pid=128205 Stephan Sigg] | ||
|ta= -- | |||
|time=Wednesdays, 10.15 - 11.45. (Note: First meeting on 30.10.2013, see #Schedule below); Exercise: 16:15 - 17:45 (bi-weekly) | |time=Wednesdays, 10.15 - 11.45. (Note: First meeting on 30.10.2013, see #Schedule below); Exercise: 16:15 - 17:45 (bi-weekly) | ||
|place=IfI 3.101 | |place=IfI 3.101 | ||
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Depending on the interest of the students, the emphasis on these additional topics may differ. | Depending on the interest of the students, the emphasis on these additional topics may differ. | ||
Possible course topics (focus according to interest of students): | |||
* Activity recognition | |||
** Fundamentals of pattern matching | |||
** Features and feature extraction | |||
** Feature subset selection | |||
** Polynomial curve fitting | |||
** Parzen estimator | |||
** k-NN | |||
** SVM | |||
** ANN | |||
- | * Context prediction | ||
** Operations for single- and multi-dimensional context data | |||
** Prediction architectures | |||
** Context processing operations | |||
** Prediction algorithms | |||
*** ARMA | |||
*** Kalman filter based | |||
*** Approximate pattern matching | |||
*** Markov predictors | |||
*** Prediction with independent/principal component analysis | |||
*** SOM | |||
*** IPAM | |||
*** ONISI | |||
* Security with noisy data / context-based security | |||
** Entropy | |||
** One-time-pad | |||
** Random number generators | |||
** Statistical tests | |||
** Fuzzy commitment | |||
** Fuzzy extractors | |||
** PUFs | |||
* Networked objects | |||
** A generic sensor node | |||
** Sensor networks | |||
** Communication protocols | |||
** Collaborative and cooperative operations | |||
** Body sensor networks | |||
* Internet of Things | |||
** Communication technologies | |||
** Sensors | |||
** RFID | |||
** Printed electronics | |||
** Organic electronics | |||
** Physical layer mathematical operations | |||
* | |||
* | |||
* | |||
==Schedule== | ==Schedule== | ||
* Wednesday, '''October 30th, 2013, 10.15 - 11.45''': Session 1 | * Wednesday, '''October 30th, 2013, 10.15 - 11.45''': Session 1 | ||
** | ** [[Media:SAPC_00.pdf | Organisation (pdf)]] | ||
** | ** [[Media:SAPC_01.pdf | Introduction (pdf)]] | ||
* Wednesday, '''November 6th, 2013, 10.15 - 11.45''': Session 2 | * Wednesday, '''November 6th, 2013, 10.15 - 11.45''': Session 2 | ||
** [[Media:SAPC_02.pdf | Classification (pdf)]] | |||
* Wednesday, '''November 13th, 2013, 10.15 - 11.45''': Session 3 | * Wednesday, '''November 13th, 2013, 10.15 - 11.45''': Session 3 | ||
** [[Media:SAPC_03.pdf | Classification - cont. (pdf)]] | |||
* Wednesday, '''November 13th, 2013, 16.15 - 17.45''': Exercise 1 | * Wednesday, '''November 13th, 2013, 16.15 - 17.45''': Exercise 1 | ||
** [[Media:Exercise01.pdf | Exercise 1 (pdf)]] | |||
** [http://www.stephansigg.de/stephan/Lectures/SAPC/data.txt Auxiliary data file (txt)] | |||
* Wednesday, '''November 20th, 2013, 10.15 - 11.45''': No session | * Wednesday, '''November 20th, 2013, 10.15 - 11.45''': No session | ||
* Wednesday, '''November 27th, 2013, 10.15 - 11.45''': No session | * Wednesday, '''November 27th, 2013, 10.15 - 11.45''': No session | ||
* Wednesday, '''December 4th, 2013, 10.15 - 11.45''': No session | * Wednesday, '''December 4th, 2013, 10.15 - 11.45''': No session | ||
* Wednesday, '''December 11th, 2013, 10.15 - 11.45''': Session 4 | * Wednesday, '''December 11th, 2013, 10.15 - 11.45''': Session 4 | ||
** [[Media:SAPC_04.pdf | Classification - cont. (pdf)]] | |||
* Wednesday, '''December 11th, 2013, 16.15 - 17.45''': Exercise 2 | * Wednesday, '''December 11th, 2013, 16.15 - 17.45''': Exercise 2 | ||
* Wednesday, '''December 18th, 2013, 10.15 - 11.45''': Session 5 | ** [http://www.stephansigg.de/stephan/Lectures/SAPC/data2.txt Auxiliary data file (txt)] | ||
* Wednesday, '''December 18th, 2013, 10.15 - 11.45''': Session 5 | |||
** [[Media:SAPC_05.pdf | Classification - cont. (pdf)]] | |||
* Wednesday, '''January 8th, 2013, 10.15 - 11.45''': Session 6 | * Wednesday, '''January 8th, 2013, 10.15 - 11.45''': Session 6 | ||
** [[Media:SAPC_06.pdf | Features from RF (pdf)]] | |||
* Wednesday, '''January 8th, 2013, 16.15 - 17.45''': Exercise 3 | * Wednesday, '''January 8th, 2013, 16.15 - 17.45''': Exercise 3 | ||
** [http://www.stephansigg.de/stephan/Lectures/SAPC/Corner01.txt Movement in corner 1 (txt)] | |||
** [http://www.stephansigg.de/stephan/Lectures/SAPC/Corner02.txt Movement in corner 2 (txt)] | |||
** [http://www.stephansigg.de/stephan/Lectures/SAPC/Corner03.txt Movement in corner 3 (txt)] | |||
** [http://www.stephansigg.de/stephan/Lectures/SAPC/Corner04.txt Movement in corner 4 (txt)] | |||
** [http://www.stephansigg.de/stephan/Lectures/SAPC/Corner04-2.txt Movement in corner 4 /second recording (txt)] | |||
* Wednesday, '''January 15th, 2013, 10.15 - 11.45''': Session 7 | * Wednesday, '''January 15th, 2013, 10.15 - 11.45''': Session 7 | ||
** [[Media:SAPC_06.pdf | Features from RF- cont. (pdf)]] | |||
* Wednesday, '''January 22nd, 2013, 10.15 - 11.45''': Session 8 | * Wednesday, '''January 22nd, 2013, 10.15 - 11.45''': Session 8 | ||
** [[Media:SAPC_07.pdf | Security (pdf)]] | |||
* Wednesday, '''January 22nd, 2013, 16.15 - 17.45''': Exercise 4 | * Wednesday, '''January 22nd, 2013, 16.15 - 17.45''': Exercise 4 | ||
** [[Media:SAPC_07.pdf | Security - cont. (pdf)]] | |||
* Wednesday, '''January 29th, 2013, 10.15 - 11.45''': Session 9 | * Wednesday, '''January 29th, 2013, 10.15 - 11.45''': Session 9 | ||
** [[Media:SAPC_08.pdf | Context prediction (pdf)]] | |||
* Wednesday, '''February 5th, 2013, 10.15 - 11.45''': Session 10 | * Wednesday, '''February 5th, 2013, 10.15 - 11.45''': Session 10 | ||
** [[Media:SAPC_08.pdf | Context prediction - cont. (pdf)]] | |||
* Wednesday, '''February 5th, 2013, 16.15 - 17.45''': Exercise 5 | * Wednesday, '''February 5th, 2013, 16.15 - 17.45''': Exercise 5 | ||
==Requirements== | ==Requirements== | ||
* Each participant is required to attend and actively participate in the exercises. | * Each participant is required to attend and actively participate in the exercises. | ||
* Oral examination at the end of the semester | |||
[[Category:Courses]] | [[Category:Courses]] |
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