Generalized Telegraph Process with Random Delays
In this paper we study the distribution of the location, at time t , of a particle moving U time units upwards, V time units downwards, and W time units of no movement (idle). These are repeated cyclically, according to independent alternating renewals. The distributions of U , V , and W are absolut...
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Veröffentlicht in: | Journal of applied probability 2012-09, Vol.49 (3), p.850-865 |
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Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Online-Zugang: | Volltext |
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Zusammenfassung: | In this paper we study the distribution of the location, at time
t
, of a particle moving
U
time units upwards,
V
time units downwards, and
W
time units of no movement (idle). These are repeated cyclically, according to independent alternating renewals. The distributions of
U
,
V
, and
W
are absolutely continuous. The velocities are
v
= +1 upwards,
v
= -1 downwards, and
v
= 0 during idle periods. Let
Y
+
(
t
),
Y
−
(
t
), and
Y
0
(
t
) denote the total time in (0,
t
) of movements upwards, downwards, and no movements, respectively. The exact distribution of
Y
+
(
t
) is derived. We also obtain the probability law of
X
(
t
) =
Y
+
(
t
) -
Y
−
(
t
), which describes the particle's location at time
t
. Explicit formulae are derived for the cases of exponential distributions with equal rates, with different rates, and with linear rates (leading to damped processes). |
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ISSN: | 0021-9002 1475-6072 |
DOI: | 10.1017/S002190020000958X |