linear MMSE estimation
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linear MMSE estimation

 
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Posted: Thu Jan 06, 2005 11:20 pm    Post subject: linear MMSE estimation Reply with quote

hi all,
we observe a random WSS process X(t) and its derivative X'(t).
if the autocorrelation function of X is R(tau)=exp(-abs(tau)),
find A and B so that A*X(t)+B*X'(t) is the best estimate for
X(t+d)if the performance index is the expected mean square error,
which is to get minimized?


please note that since R(tau) isnt differentiable at t=0,
the cross-correlation functions of X(t) and X'(t) don't exist.
regards
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Randy Yates
Guest





Posted: Fri Jan 07, 2005 1:10 am    Post subject: Re: linear MMSE estimation Reply with quote

rambiz@gmail.com writes:

Quote:
hi all,
we observe a random WSS process X(t) and its derivative X'(t).
if the autocorrelation function of X is R(tau)=exp(-abs(tau)),
find A and B so that A*X(t)+B*X'(t) is the best estimate for
X(t+d)if the performance index is the expected mean square error,
which is to get minimized?


please note that since R(tau) isnt differentiable at t=0,
the cross-correlation functions of X(t) and X'(t) don't exist.
regards

Would you like us to type the solution in here or would you prefer we
order the solutions manual and have it sent to your home?
--
Randy Yates
Sony Ericsson Mobile Communications
Research Triangle Park, NC, USA
randy.yates@sonyericsson.com, 919-472-1124
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Tim Wescott
Guest





Posted: Fri Jan 07, 2005 2:17 am    Post subject: Re: linear MMSE estimation Reply with quote

Randy Yates wrote:
Quote:
rambiz@gmail.com writes:


hi all,
we observe a random WSS process X(t) and its derivative X'(t).
if the autocorrelation function of X is R(tau)=exp(-abs(tau)),
find A and B so that A*X(t)+B*X'(t) is the best estimate for
X(t+d)if the performance index is the expected mean square error,
which is to get minimized?


please note that since R(tau) isnt differentiable at t=0,
the cross-correlation functions of X(t) and X'(t) don't exist.
regards


Would you like us to type the solution in here or would you prefer we
order the solutions manual and have it sent to your home?

Thank you Randy. I was going to say something, but I couldn't come up
with quite the right tone.

--

Tim Wescott
Wescott Design Services
http://www.wescottdesign.com
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