[MCSM] Monte Carlo statistical method

Cause

At the beginning, write more LDPCC bit error rate simulation, the hearts of more and more doubts. Bit error rate simulation, mostly Monte Carlo simulation, what is the principle of the simulation results are reliable, how much reliability, how to measure the reliability of these problems I am very unclear. That's probably the March 16, 2015 thing. The problem of LDPC was solved slowly, but this kind of problem has not been solved.

Later, Baidu reference some information, the problem is not reduced, but increased. Later, to Wikipedia on the introduction of Monte Carlo method, suddenly feel that this seemingly simple method has a lot of places worth learning. The previously exposed particle filters and Gibbs samples that are not too well understood are closely related to each other. Thus bought a book to see, this book is Monte Carlo statistical Methods (hereinafter referred to as MCSM), as to why buy this book, because the Amazon search has no other choice.

After

Later saw a little, English is not too understood, gradually do not want to see. At that time there was something else (the results of this time in ISE,FPGA and LDPCC decoder), it was not seen for a while. But if you feel that something useful is going to be done. So today I decided to read it from now on.

This article, much is the role of motivation and supervision, the reading process of the harvest and experience will be recorded here, mutual encouragement. --2015-05-12

Results

This will give me the relevant experience after reading MCSM, will be gradually updated and modified

Exponential family: Exponential distribution family

[MCSM] Monte Carlo statistical method