Overordnede kursusmål
Understand and apply analytical and semi-analytical methods for the
performance evaluation of optical communication systems under
non-Gaussian distributed noise impairments such as linear and
non-linear phase noise, linear and non-linear crosstalk.
Læringsmål
En studerende, der fuldt ud har opfyldt kursets mål, vil kunne:
- derive analytical expressions for the statistics of the
decision variable for an optical communication system under
Gaussian distributed noise impairments based on moment generating
functions
- Derive analytical expressions for the statistics of the
decision variable for an optical communication system under
non-Gaussian distributed noise impairments based on moment
generating functions
- Apply analytical expressions for the computations of bit-error
using saddle point approximations
- Apply analytical expressions for the computations of bit-error
rate using modified Chernov bounds
- apply semi-analytical methods to the performance analysis of a
communication system using conditional moment generating
functions
- analyze the results given by the saddle point approximation and
Chernov bounds with respect to realistic measurements
- understand the relation between the predictions of the
analytical and semi-analytical methods and the noise impairments in
practical communication physical layer implementations
- knowledge of implementations of analytical and numerical
methods to compute saddle point approximation based error
probabilities
Kursusindhold
The main topics are:
- revision of the basis of optical communication systems with
emphasis on optical phase modulated systems
- semi-classical interpretation of optical detection
- optical phase detection schemes
- linear phase noise and Brownian motion
- moment generation function theory
- derivation of moment generation function for Poisson, Gaussian
variables and its relation to decision variable of optical
communication receivers
- Karhunen-Loeve expansion for optical systems under optical
Gaussian noise impairments
- the saddle point approximation
- use of the saddlet point approximation of computation of
bit-error rates
- Chernov bound approach for the computation of bit-error rates
- analytical and semi-analytical method for saddle point and
Chernov bound bit-error rate computations
- case studies based on specific
Bemærkninger
The course is conducted as a reading and discussion meeting with
the teachers. Assignments will be handed out to each student and
discussed every course meeting. The assignments will be based on
the books:
Principles of lightwave communications by G. Einarsson and
Phase-Modulated Optical Communication Systems by Keang-Po Ho. The
assignments will be chosen according to students' needs and
interests.
Sidst opdateret
02. august, 2016