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For the Gaussian MIMO relay channel with the optimal Gaussian inputs, the mutual information terms specifying the rates boil down to the well-known log-det expressions.
Many of the interviewees expressed themselves negatively as regards the media, except for Groups 1 and 6 who believe that in the field of food technologies the media play a major role in information terms.
The concrete message strategy is characterized as the use of specific information, terms, and expressions in messages so that audiences can easily understand and process the message (Hitchon et al. 1994; Liang & Cherian 2010).
There are two mutual information terms associated with phase 3 in (5): I ( X 1 ( 3 ) ; Y R ( 3 ) | X 2 ( 3 ) ) in the first condition and I ( X 2 ( 3 ) ; Y R ( 3 ) | X 1 ( 3 ) ) in the third one.
In these two extreme cases, several terms in (12) can be simplified: ● When r=1: I X 2 ; Y d 2 | W = 0 I X 2, W ; Y d 2 = I X 2 ; Y d 2. ● When r=0: I X 2 ; Y d 2 | W = I X 2, Y d 2 I X 2, W ; Y d 2 = I X 2, Y d 2 + I W ; Y d 2 | X 2. The mutual information terms in (12) are determined by both channel signal-to-noise ratio (SNR) and the input alphabet.
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Of course, the timeslots timeshare a time-interval, which gives a weight to each mutual information term [25, Section ].
This facet of information, termed "surprise", is important in dynamic situations where beliefs change, in particular during learning and adaptation.
The prior information term g(v c ;θ c ) for each class is to be taken to reflect the information about this class center distribution.
The solution of this equation relies on the specific form of the prior information term g(v c ; θ c ) which will be devised next.
Under the assumption that all these measurements are independent, the mutual information term in (12) are derived from the distribution of channel input and the AWGN channel assumption.
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