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)
272
2 The position of the vessel is put at the “greatest
disadvantage”, but it means on a vertex or
position line of the cocked hat n-polygon
closest to a known danger. The error margin
implied by the cocked hat area cannot be
quantified.
3 Traditional RFT is used to account for the transfer
of an earlier sight’s position circle for the run
between sights.
None of the above precepts have general validity.
With i. we mean specifically that the fix is generally
inside the cocked hat but in irregular n-polygons in
an eccentric position (e.g see Fig. 6). A fix with
more than three sights may even lie outside the
cocked hat n-polygon. One notion propounded by
G. Huxtable
1
and apparently taught in nav classes in
England is that the chance of the celestial fix lying
outside the 3-polygon is 75%, outside the 4-polygon
87½% etc. The notion derives from random
errors in compass bearings in coastal navigation
(see Fig. 1)
2.
With random + and - deviations, the
terrestrial fix with three sights has a 75% chance of
physically lying in peripheral cocked hat areas
(Fig. 1, areas 1 to 6). There is only a 25% of the fix
lying in cocked hat areas abc and def. The terrestrial
construction is not possible unless (unknown) values
are assigned to the deviations.
Fig. 1. Errors in terrestrial compass bearings versus celestial
observation errors
The + and - deviations in terrestrial bearings are
equated with the chance of getting toward (+) and
away (-) intercept (p) combinations in celestial
navigation. The idea pursued by Huxtable is that the
celestial fix will only lie inside the triangle when the
p-values are + + + or - - -, which is simply incorrect.
The p-values are only corrections for inaccurate DR
position. With three sights the random error fix will
always lie inside the triangle and the observation
errors e1, e2 and e3 are measurable. There is a
theoretical 25% chance of getting a consistent
3-polygon (e
i
= +++, or ---). Based on the azimuth
distributions of stars listed in AP 3270 Vol. 1 this
chance is more like 40%.
2 LSQ PECULIARITIES
The programmatic approach is based on LSQ
(least squares method). The version demonstrated in
B.D. Yallop and C.Y. Hohenkerk (1986) is applied
to non-simultaneous sights and uses a RFT-based
subroutine. We refer to this version as LSQ*. As
RFT is not generally valid as a transfer technique,
also LSQ* is not generally valid. For simultaneous
sights the method is simply LSQ. Both programs
compute a random error fix and its random error
margin.
Yallop-Hohenkerk (1986, xx) assert that “it is
possible to start from any position on the Earth, and,
provided that
λ
f
(i.e Long
DR
) is kept in the range -
180
o
to +180
o
and
ϕ
f
(i.e Lat
DR
) in the range -90
o
to
+90
o
, the position solution in most cases will begin
to converge after a few iterations”. A position
solution is indeed in principle independent from the
initial assumption but different DR assumptions are
necessary to force LSQ into finding the two
alternative position fixes resulting from two sights
with intersecting position circles. This may be
demonstrated with a numerical example
3
. For two
simultaneous sights the two alternative position fixes
can be found by applying either a double sight
method like K-Z
4
or LSQ. Results with K-Z are:
Q = 0.387623; R = 0.277141; S = 1.196021;
Lat
1
= 49.8408; Lat
2
= -6.6652
MD1,1a = 79.7248; MD1,1b = 15.3635; MD2,1a =
65.7485; MD2,1b = 29.3398
Long
1
= GHA
S
+ MD1,1a = GHA
M
- MD1,1b =3.9715 W;
Long
2
= GHA
S
+ MD2,1a = GHA
M
- MD2,1b = 10.0048 E;
Lat
1
~Long
1
= 49.8408 N/3.9715 W (LHA
S
280.2752 ~ Zn
S
85.4518;
LHA
M
15.3635 ~ 205.3902); Lat
2
~Long
2
= 6.6652
S/10.0048 E (LHA
S
294.2515 ~ Zn
S
67.4722; LHA
M
29.3398 ~
Zn
M
307.5339).
Note: SinLat
1,2
= (Q ± R
½
)/S; MD = meridian difference.
The same coordinates are found with LSQ using
an appropriate initial position in each instance: