Message Passing Methods for Factor Graph based MIMO Detection
Sprache des Vortragstitels:
Wireless Advanced 2011
Sprache des Tagungstitel:
Factor graphs (FG) are a tool to derive efficient algorithms for complex systems by graphically displaying the structure of the mathematical model. The construction of the graph and the choice of the messages which are passed over its edges significantly determine the performance and the complexity of the derived algorithm. In our work we show the application of a FG to a MIMO detector and the derivation of three different algorithms by applying different message passing methods, such as an exact, an exact relaxed and a particle algorithm. Further on, we discuss the bit error performance and the computational complexity depending on message passing methods.