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MIMO Channel Capacity

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MIMO Channel Capacity

by Omid

 

24 Mar 2008 (Updated 25 Mar 2008)

This function calculates ergodic and outage capacity of correlated MIMO channels

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Description

This function calculates the ergodic and outage capacity of a MIMO Rayleigh
channel considering no CSIT (equal power allocation) and perfect CSIT
(waterfilling power allocation). In both cases perfect CSIR is assumed. The
channel is assumed to be spatially correlated according to a Kronecker
 model but temporally uncorrelated.

MATLAB release MATLAB 7.5 (R2007b)
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Comments and Ratings (17)
04 Apr 2008 Omid Darvishi

Hi all,
If you are using my code, please kindly take your time to write a review and rate it.

07 Apr 2008 Yong Chang

Thanks very much!
This code is very nice!
But, I want to ask do you have any code to caculate the channel capacity after MIMO antenna subset selection.
My email is changy7008@gmail.com
Best regards
Yong

09 Apr 2008 Tahir Khan

The code is very good. However when I use it for a 4*4 MIMO with perfect correlation the capacity it gives is still higher then for and SISO system. Can you please explain to me why?
Thanks

10 Apr 2008 Omid Darvishi

Thanks Yong. That gain over SISO channels in presence of fully-correlated antennas is due to array gain (beamforming). In other words, in fully correlated channels, though the correlation matrices become rank-1 and hence no multiplexing gain can be extracted, multiple antennas at the receiver can capture more power through optimal combining and multiple antennas at the transmit side can focus the transmitted power through beamforming (in case of perfect CSI at the transmitter).

10 Apr 2008 Omid Darvishi

Thanks Yong, but I know very little about optimal transmission strategy with respect to outage capacity (power allocation over a subset of antennas) and also suboptimal subset selection techniques. I may add that in my code later when I know more about those schemes.
Thank you Tahir too, sorry for the mistake in writing your name in my reply to your answer.

25 Sep 2008 Reza Mohammadkhani

Dear Omid,
Your style of programming is excellent!
Thank you for your codes. It help me to complete my codes (water-filling func).

15 Feb 2009 jia fen

why the code ie not running in MATLAB?please comment!!!!!thank you!!!

12 Nov 2009 Aydar Zimaliev

Yes, the code is nice!
I think there is one little bug in the line 40: instead of SNR/n_t it should be something like SNR/n_l where n_l = min([n_r, n_t]).
Thanks again!

29 Dec 2009 wing ??

thank you for your share!

25 Feb 2010 Rajaa lakshmanan

I dont Know , there is error in first line SNR=10^(SNR/10) then SNR should be predermined ? Can any one help me in this... Jus now I m Working in Matlab .. i think the function MIMO capacity is missing is it,, i need to complete My work ... please help me....

03 Mar 2010 Jing

Thanks! very helpful!

12 Apr 2010 shree bade

when i run this code i many undefined variables. i tried to change and add even though it shown mistakes .can any one provide this correct code.
regards
sumi

20 Apr 2010 Hakan

I have a MIMO system with 3 Tx antenna and 2 Rx antenna.
-The channel is Rayleigh
-the channel length is L
hij=[h(0) h(1) h(L)] channel responses between ith Tx antenna and jth Rx antenna.
How can I obtain theses channel responses which are Rayleigh distributed?

17 Oct 2011 xiaomeng peng

very good code thx a lot

31 Dec 2011 Ying Liu

The idea to calculte the outage capacity is excellent, thanks a lot.

10 Feb 2012 oufouanas

the outage is to calculate the capacity.

13 Feb 2012 dchris

Many thanks for sharing this code.
Could you give us a short explanation for the outage capacity calculation?
Why is the outage capacity, the i = (Pout*nsamp) element of the ordered matrix?
I am trying to understand the physical interpretation of this.
Thanks.
 

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Tag Activity for this File
Tag Applied By Date/Time
wireless Omid 22 Oct 2008 09:54:58
mimo Omid 22 Oct 2008 09:54:58
capacity Omid 22 Oct 2008 09:54:58
ergodic Omid 22 Oct 2008 09:54:58
waterfilling Omid 22 Oct 2008 09:54:58
outage Omid 22 Oct 2008 09:54:58
rayleigh Omid 22 Oct 2008 09:54:59
capacity Tarek 03 Feb 2009 13:26:19
mimo srinivas vantala 31 Jul 2009 05:41:09
capacity nikunj tapodhan 26 Apr 2010 05:04:47
outage Kashif 31 Aug 2010 02:48:13
capacity kuldeep kumar 18 Jan 2011 02:26:22
mimo fod fodou 25 Mar 2011 15:22:03
capacity Ashutosh kumar 03 Jun 2011 02:43:03
ergodic Ashutosh kumar 03 Jun 2011 02:43:08
mimo Ashutosh kumar 03 Jun 2011 02:43:12
outage Paramananda Joshi 15 Sep 2011 12:03:02
capacity Eric 25 Jan 2012 12:33:36
capacity ayad abdulkafi 10 Feb 2012 12:46:38

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