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Chapter 4 Major Error Sources <strong>of</strong> <strong>Satellite</strong> Observations<br />

Shorter wavelength radio signals pass through the ionosphere but are affected by it. These shorter wavelengths<br />

are used by satellites for communication and navigation purpose, and the ionosphere affects the signals rather<br />

like the way the atmosphere causes "twinkling" <strong>of</strong> the stars.<br />

Considerable efforts have, therefore, been concentrated on modeling this ionospheric parameter. Several models<br />

are available including the Chiu model (Chiu, 1975), the Bent model (Bent et al. 1972) that has been used<br />

extensively for satellite tracking, the semi-empirical SLIM model (Anderson et al, 1987) based on theoretically<br />

obtained grid values, and the FAIM model (Anderson et al, 1989) that uses the Chiu formalism together with the<br />

SLIM results. The International Reference Ionosphere (IRI) is probably the most mature <strong>of</strong> these models, having<br />

undergone more than two decades <strong>of</strong> scrutiny and improvement.<br />

At present, almost all empirical models <strong>of</strong> ionospheric parameters are limited to non-auroral, magnetically quiet<br />

conditions. Major efforts are underway to extend ionospheric predictability beyond these limitations. A<br />

promising venue seems to be the inclusion <strong>of</strong> real-time data from the newly developed automatical recording and<br />

scaling ionosondes.<br />

Following H<strong>of</strong>mann-Wellenh<strong>of</strong> (1992), Klobuchar (1996), Seeber (1993) and Wild (1994), the phase and range<br />

refractive indices can be written as<br />

a<br />

n p = 1+<br />

(4-10)<br />

2<br />

f<br />

n r<br />

a<br />

= 1−<br />

(4-11)<br />

2<br />

f<br />

Then first orders <strong>of</strong> ionospheric group and phase delays for range and phase observations are proportional to the<br />

integrated number <strong>of</strong> free electrons along the propagation path and inversely proportional to the square <strong>of</strong><br />

transmission frequency and can be written as<br />

∆S = � Ndl<br />

f<br />

ion 40.<br />

3<br />

p 2<br />

34<br />

(4-12)<br />

∆S = − � Ndl<br />

f<br />

ion 40.<br />

3<br />

r (4-13)<br />

2<br />

where f is the carrier frequency and � Ndl is Total Electron Content (TEC), integrated along the path from<br />

ground tracking station to satellite.<br />

From Eq.(4-12) and Eq.(4-13) it can be seen that changes <strong>of</strong> range and phase caused by the ionospheric<br />

refraction may be restricted to the determination <strong>of</strong> the total electron content (TEC). TEC itself is dependent on<br />

sunspot activities, seasonal and diurnal variations, the line <strong>of</strong> sight which includes elevation and azimuth <strong>of</strong> the<br />

satellite and the position <strong>of</strong> the observation site.<br />

Usually TEC can be measured using dual frequency observations forming wide-lane linear combination (L4). In<br />

the case <strong>of</strong> code observations the total electron content is proportional to the difference <strong>of</strong> the ionospheric<br />

refraction on the two frequencies. Ionospheric error can also be removed by ionosphere-free linear combination<br />

(L3). For single frequency users, some mathematical models, for examples, Klobuchar model (Klobuchar, 1996)<br />

and single-layer model (Wild 1994) may be used.<br />

Following Wild (1994), a simple and widely used mathematic model, single-layer model (SLM) will be<br />

discussed here.<br />

SLM is based on the assumption that all free electrons are concentrated in a spherical layer <strong>of</strong> infinitesimal<br />

thickness (single layer) at a height H above the earth’s surface. From Eq.(4-12) and Eq.(4-13), ionospheric<br />

correction can be written as<br />

TVEC<br />

S<br />

f z<br />

ion 40.<br />

3<br />

∆ = ±<br />

2 cos ′<br />

where<br />

z′ zenith distance at the intersection P <strong>of</strong> the actual signal with the single-layer<br />

(4-14)

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