On the Average Number of Real Zeros of a Random Trigonometric Polynomial
Tóm tắt
This work emphasizes the special role played by semi-stable distribution which is the generalization of the stable distribution. Here
$$a_0,~ a _1,\ldots ,a_n$$
be a sequence of mutually independent random variables following semi-stable distribution with characteristic function
$$exp \left( - \left( C + \cos {\log |t|} \right) |t|^{\alpha } \right) $$
,
$$1 \le \alpha \le 2$$
and
$$C>1$$
and
$$b_1,~ b_2,\ldots ,b_n$$
be positive constants. We then obtain the average number of zeros in the interval
$$[0, 2\pi ]$$
of random trigonometric polynomial of the form
$$T_n(\theta )=\sum \nolimits _{k=1}^{n}\left( \frac{a_0}{n}+a_kb_k\sin {k\theta }\right) $$
for large n. The case when
$$b_k=k^{\sigma -\frac{1}{\alpha }}$$
,
$$\sigma =-\frac{2}{3\alpha }$$
is studied in detail. Here this average is asymptotically equal to
$$2n+o(1)$$
except for a set of measure zero as
$$n\rightarrow \infty $$
.
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