... this analysis made on the first 10 years of exploration of decision making for CR may
help gaining perspective on the topic and thus help addressing this research domain for the next coming
10 years.
Endnotes
a
Both ... making engine.
The kind of process highly depends on the quality of the metrics (level of uncertainty on the captured
numerical value...
... upon acceptance. Fully formatted
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Decision making for cognitive radio equipment: analysis of the first 10 years of
exploration
EURASIP ... this analysis made on the first 10 years of exploration of decision making for CR may
help gaining perspective on the topic and thus help addressing this...
... conclude
onthenatureofthissignalbasedonthenumberofthe
independent eigenvectors of the observed signal covar-
iance matrix. The Akaike information criterion (AIC)
was chosen in order to sense the signal ... represents the probability of the detector having
detected a signal under hypothesis H
1
,whereP
M
indi-
cates the probability of missed detection.
In order to infer on t...
... the two techniques.
For simulation results, the choice of the DVB-T PU system is justified by the fact
that most of the PU systems utilize the OFDM modulation format [18]. The considered
model ... well known for its simplicity, the comparison is made with reference to it.
Denoting M the number of samples of the received signal y
n
and N is the model order of...
... computed using the probability of the
twoeventsofeithernoothernearby sender exists (i.e.,
the probability of k <2)ornoneofthek ≥ 2 nearby
senders selects the same channel as the tagged sender ... in
OFDMA cognitive radio networks. in Proceedings of the IEEE INFOCOM 2 010.
San Diego (2 010)
16. HB Salameh, M Krunz, O Younis, MAC protocol for opportunistic cognitiv...
... probability of state q and is given by the frequency of the
samples assigned to the root node out of all the training set samples. Therefore, the
increase of the total log likelihood from the split ... provided by one of the leaf-values of the jth tree in the forest and W
j
is
the corresponding weight. A number of different ways in which a forest can be...
... picture of the algorithm's
performance, the following table gives a breakdown of
results for a random set of the most problematic cases
-
words exhibiting the largest absolute number of the ... including the size of the train-
ing sample, nature of the collocation (adjacent bigrams or
wider context), our prior expectation about the similarity
of co...
... Over
forty years ago the first members were purified from
bovine brain and given the name "S -100 " for their solubil-
ity in 100 % ammonium sulfate [99]. Many of the first
identified S100 ... not
the negative regulatory domain of p53 [104 ].
S100A6
S100A6 is found primarily in the neurons of restricted
regions of the brain [42]. S100A6 is also found in...
... perfect health. The higher the
proportion the respondent is willing to forgo in exchange
for perfect health, the greater the burden attributed to the
health state [18].
Respondents
As there is no ... improvement for 30 years or 2) trading a
number of remaining years of life in full health for receipt
of a hypothetical treatment that would restore the person
to fu...
... provided for
each step of the process, namely, the feature generation and extraction steps, the classification, and
the evaluation of the system performance. The decision is based on the estimation of ... increases the ability of the classifier to produce good relative instance
scores, and therefore, the performance of the pattern recognition process.
Conclus...