From finite-system entropy to entropy rate for a Hidden Markov Process

Details From finite-system entropy to entropy rate for a Hidden Markov Process From finite-system entropy to entropy rate for a Hidden Markov Process

2005-10-06

arxiv.org/abs/cs/0510016v1

IEEE Signal Processing Letters 13,517 (2006).

Computer Science

Information Theory

Scientific paper

10.1109/LSP.2006.874466

A recent result presented the expansion for the entropy rate of a Hidden Markov Process (HMP) as a power series in the noise variable $\eps$. The coefficients of the expansion around the noiseless ($\eps = 0$) limit were calculated up to 11th order, using a conjecture that relates the entropy rate of a HMP to the entropy of a process of finite length (which is calculated analytically). In this communication we generalize and prove the validity of the conjecture, and discuss the theoretical and practical consequences of our new theorem.

Affiliated with

Also associated with

No associations

Rating

From finite-system entropy to entropy rate for a Hidden Markov Process does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with From finite-system entropy to entropy rate for a Hidden Markov Process, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and From finite-system entropy to entropy rate for a Hidden Markov Process will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-323793