Necessary and Sufficient Conditions for a Class Positive Local Martingale ()
1. Introduction
Let
be a (non-symmetric) Markov process on a metrizable Lusin space
and
be a
-finite positive measure on its Borel
-algebra
. Suppose that
is a quasi-regular Dirichlet form on
associated with Markov process
(we refer the reader to [1] [2] for notations and terminologies of this paper). To simplify notation, we will denote by
its
-quasi- continuous
-version. If
, then there exist unique martingale additive functional (MAF in short)
of finite energy and continuous additive functional (CAF in short)
of zero energy such that
![]()
Let
be a Lévy system for
and
be the Revuz measure of the positive continuous additive functional (PCAF in short)
. For
, we define the
-valued functional
![]()
This paper is concerned with the following multiplicative functionals for
:
(1)
where
is the sharp bracket PCAF of the continuous part
of
.
In [3] under the assumption that
is a diffusion process, then
is a positive local martin-
gale and hence a positive supermartingale. In [4] , under the assumption that
is bounded or
, it is shown that
is a positive local martingale and hence induces another Markov process
, which is called the Girsanov transformed process of
(see [5] ). Chen et al. in [5] give some necessary and sufficient conditions for
to be a positive supermartingale when the Markov processes are symmetric. It is worthy to point out that the Beurling-Deny formula and Lyons-Zheng decomposition do not apply well to non- symmetric Dirichlet forms setting. For the non-symmetric situations,
, an interesting and important question is that under what condition is
a positive local martingale?
In this paper, we will try to give a complete answer to this question when the Dirichlet forms are non-sym- metric. We present necessary and sufficient conditions for
to be a positive local martingale.
2. Main Result
Recall that a positive measure
on
is called smooth with respect to
if
whenever
is
-exceptional and there exists an
-nest
of compact subsets of E such that
![]()
Let
,
, We know from [6] that J, k are Randon measures.
Let
,
be defined as in (1). Denote
![]()
Now we can state the main result of this paper.
Theorem 1 The following are equivalent:
(i)
is a positive
-local martingale on
for
.
(ii)
is locally
-integrable on
for
.
(iii)
is a smooth measure on
.
Proof. (iii)
(ii) Suppose that
is a smooth measure on
and
is an
-nest such
that
and
is of finite energy integral for
. Similar to Lemma 2.4 of [4] ,
is quasi-continuous and hence
finite. Denote
. Then for
,
![]()
Hence by proposition IV 5.30 of [1]
is locally
-integrable on
for
.
(ii)
(i) Assume that
is locally
-integrable on
for
. One can check that for
the dual predictable projection of
on
is
. We set
![]()
Then
is a local martingale on
and the solution
of the stochastic differential equation (SDE)
![]()
is a local martingale on
. Moreover, by Doleans-Dade formula (cf. 9.39 of [7] ), Note that
, we have that
![]()
So
is a
-local martingale.
Let
. Note that
is a càdlàg process, there are at most countably
many points at which
. Since by Lemma 7.27 of [7] ![]()
-
, there are
only finitely many points
at which
, which give a finite non-zero contribution to the prod-
uct. Using the inequality
when
, we get
![]()
Therefore
is a positive
-local martingale on
for
.
(i)
(iii) Assume that
is a positive
-local martingale on
for
, by Lemma 2.2 and Lemma 2.4 of [8] ,
![]()
is a local martingale on
. We set
![]()
then
is also a local martingale on
. Denote
is the
purely discontinuous part of
, by Theorem 7.17 of [7] , there exist a locally bounded martingale
and a local martingale of integrable variation
such that
. Since
is
-quasi-continuous, take
an
-nest
consisting of compact sets such that
and
is continuous hence
bounded
for each
. Denote
![]()
Take a
,
. Set
, where
is the family of resolvents associated with
. Since
is dense in
the
-norm, by proposition III. 3.5 and 3.6 of
[1] , there exists an
-nest
consisting of compact sets and a sequence
such
that
,
for some
and
converges to
uniformly on
as
for each
. Set
. So there exists an non-negative
and constant
such that
on
. Suppose
, then
![]()
where
denotes the supremum norm. Recall that a locally bounded martingale
is a locally square integrable martingales,
is a locally square integrable martingales and
is a local martingale of integrable variation. Therefore the quadratic variation
is
-locally integrable for
, hence there exist a predictable dual projection
which is a CAF of finite variation. Since
![]()
the Revuz measure of
is
![]()
Let
be a generalized
-nest associated with
such that
for each
. Denote
, then
and
is an
-nest. Hence for any
, we have
. On the other hand, as
is bounded, there exists a positive constant
such that
and
are not larger than
. Because
are Radon measure and
are bounded,
![]()
As inequality
on
and
on
, we have for any non-negative
,
![]()
For
is an
-nest consisting of compact sets, similar to
, we can construct an
-nest
consisting of compact sets such that
for each
. And there exists a sequence non-
negative
such that
on
for each
and some positive
.
Since
,
is a smooth measure on
.
Acknowledgments
We are grateful to the support of NSFC (Grant No. 10961012).