Question: NextGen relies on Global Positioning System ( GPS ) satellite signals to determine each aircraft's precise position in the sky . Aircraft then use Automatic

NextGen relies on Global Positioning System (GPS) satellite signals to determine each aircraft's precise position in the sky. Aircraft then use Automatic Dependent Surveillancebroadcast (ADS-B) technology to periodically broadcast their location information to other aircraft and air traffic control towers in the vicinity.
Suppose that an ADS-B transmitter broadcasts a binary signal \( x \in\{-1,1\}\) and that an ADS-B receiver receives the signal as
\[
Y=a x+N
\]
where \( a>0\) represents the strength of the received signal after propagating through space and \( N \) is additive noise, which is normally distributed with mean 0 and variance \(\sigma^{2}\). For example, if the transmitter broadcasts the signal \( x=1\) and \( a=0.1\), then \( Y=a x+N=0.1+N \). Notice that the signal attenuation becomes larger as \( a \) decreases. At large attenuations (small values of \( a \)), the received signal eventually gets lost in the noise (i.e., the received signal will eventually become smaller than the noise \( N \), which will make it harder for the receiver to correctly interpret it).
The ADS-B receiver uses a likelihood ratio test to decode the received message based on the following binary hypothesis testing problem:
-\( H_{0}: Y=a+N \)
-\( H_{1}: Y=-a+N \)
NextGen relies on Global Positioning System ( GPS

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