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Research interest - Patrick Schulte

Stichworte:
Distribution Matching

Beschreibung

This is a general description of the work that I can offer.

For bachelor level students there are mainly programming tasks available on the topic of distribution matching. Distribution matcher are general encoder that generate out of bit sequences symbol sequences with a desired distribution. This sounds a lot like inverse source coding - and there are lots of similarities and algorithms that can be applied.

The topic of distribution matching offers a lot of intuition even for students that have not heared Information theory

For master level students I offer tasks to analyse distribution matcher.

Betreuer:

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Distribution Matcher

Kurzbeschreibung:
Implementation of a fast Encoder and decoder in Julia

Beschreibung

Distribution matching has received remarkable attention in the optical transmission community. THe technology supports enormous data rates which gives special requirements to the applies algorithms.

The tast of the student is to implement a novel distribution matcher in Julia. Julia is a high level programming language, yet faster than python and matlab

Voraussetzungen

Betreuer:

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translation of coded modulation library from Matlab/C into julia

Stichworte:
Matlab, C, C++, julia

Kurzbeschreibung:
It is the students task to translate function from MATLAB and C into julia language.

Beschreibung

the students should translate functions from Matlab and C to julia. the functions involve calculation of infomation theoretic quantities to basic function of a discrete time transmission chain.

The students task is to learn julia and matlab to a extend that the translation from one to the other language is possible. We furthermore expect the student to learn how to use git and gitlab for managing larger projects.

Voraussetzungen

Betreuer:

Student