I'm trying to simulate an indoor environment that exhibits multipath propagation.

However, I don't know how to generate random multipath variables like path power and path delay (power-delay profile). I found a paper in here and I think this was the one I am looking for but I have a hard time understanding it.

For example: which distribution should be used for randoming other paths' power and delay values? Is it viable for indoors or is there a better approach for indoors?


Example in code:

rayChan = comm.RayleighChannel('SampleRate',100000,'MaximumDopplerShift',130,...
'PathDelays',[0 a b],'AveragePathGains',[0, t1, t2],...
'Visualization','Impulse response');

In the code I want to randomize a,b,t1 and t2 values. In the article I provided above has expected value of some number of paths and they think it is realistic but I couldn't find which distribution they used to determine each path delays and avarage path gains.

  • $\begingroup$ Your document is a succint version of (before R2016) Matlab documentations of Fading channel object fr.mathworks.com/help/comm/ug/fading-channels.html#a1070375923. If you want to understand more deeply, follow the link with some cited documents. Please ask more specific question. For your example question, with the classic assumption indoor = rich scattering, no dominant path, and low velocity, Rayleigh distribution FIR channel model is widely used. $\endgroup$ – AlexTP Nov 1 '17 at 10:13
  • $\begingroup$ I am not looking for a distribution for fading. I am looking for a distribution to randomize the path delays and average path gains. $\endgroup$ – Furkan Küçük Nov 1 '17 at 10:33
  • $\begingroup$ Do you mean that in your model, your physical paths are finite and well-identified ? Or you know exactly you have $n$, say $n=5$ for example, physcial paths and you want to have the distribution of gains and delays of these $n$ paths ? If it is the case, sorry it is out of my knowledge. $\endgroup$ – AlexTP Nov 1 '17 at 10:42
  • $\begingroup$ It's the second case and it's okay. Guess we will learn together :) $\endgroup$ – Furkan Küçük Nov 1 '17 at 11:18
  • $\begingroup$ I talked about only one model that physical paths are identified for indoor environment. Lets wait for interesting answers. $\endgroup$ – AlexTP Nov 1 '17 at 15:24

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