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38.5.3.1 Discriminator Statistics

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In order to study the discriminator statistics, the received signal noise statistics must first be determined. In what follows, the received signal noise is characterized for an additive white Gaussian noise channel.

Received Signal Noise Statistics: To make the analysis tractable, the continuous‐time received signal and correlation are considered. The transmitted signal is assumed to propagate in an additive white Gaussian noise channel with a power spectral density . The continuous‐time received signal after down‐mixing and bandpass sampling is given by


and the continuous‐time matched‐filtered baseband signal x(t) is given by


The resulting early and late correlations in the DLL are given by



where and . Assuming the receiver is closely tracking the carrier phase [55], the early and late correlations may be approximated with



where and are zero‐mean Gaussian random variables with the following variances and covariances:




Coherent Discriminator Statistics: The coherent baseband discriminator function is defined as


The normalized signal component of the discriminator function is shown in Figure 38.18 for teml = {0.25, 0.5, 1, 1.5, 2}.

It can be seen from Figure 38.18 that for small values of , the discriminator function can be approximated by a linear function given by


where α is the slope of the discriminator function at Δtk = 0 [57], which is obtained by


Since Rc(τ) is symmetric,


and the linearized discriminator output becomes

(38.12)

It is worth noting that Rc(τ) and Rc ′ (τ) are obtained by numerically computing the autocorrelation function of the pulse‐shaped short code. Since the FIR of the pulse shaping filter h[k] is defined over only 48 values of k, the autocorrelation function Rc(τ) will be defined over 95 values of τ. However, interpolation may be used to evaluate Rc(τ) and Rc ′ (τ) at any τ. The mean and variance of Dk can be obtained from Eq. (38.12), and are given by

(38.13)



(38.14)

Now that the discriminator statistics are known, the closed‐loop pseudorange error is characterized next.

Position, Navigation, and Timing Technologies in the 21st Century

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