On the Redundancy of Optimum Fixed-to-Variable Length Codes

نویسنده

  • P. R. Stubley
چکیده

There has been much interest in recent years in bounds on the redundancy of Huffman codes, given only partial information about the source word distribution, such as the probability of the most likely source. This work determines upper and lower bounds for the redundancy of Huffman codes of source words which are binomially distributed. Since the complete distribution is known, it is possible to determine bounds which are much tighter than other bounds in the literature, given only p, the probability of the most likely symbol of the binary source, and I<, where there are 2" source words. The upper and lower bounds will be shown to converge to the same value as X becomes large, resulting in a simple approximation which can be used to predict the redundancy of the Huffman code, given p and I<, without constructing the code.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Average Redundancy for Known Sources: Ubiquitous Trees in Source Coding∗

Analytic information theory aims at studying problems of information theory using analytic techniques of computer science and combinatorics. Following Hadamard’s precept, these problems are tackled by complex analysis methods such as generating functions, Mellin transform, Fourier series, saddle point method, analytic poissonization and depoissonization, and singularity analysis. This approach ...

متن کامل

On the cost of worst case coding length constraints

We investigate the redundancy that arises from adding a worst case length constraint to uniquely decodable fixed-to-variable codes over achievable Huffman codes. This is in contrast to the traditional metric of the redundancy over the entropy. We show that the cost for adding constraints on the worst case coding length is small, and that the resulting bound is related to the Fibonacci numbers.

متن کامل

A Comparative Complexity Study of Fixed-to-variable Length and Variable-to-fixed Length Source Codes

In this paper we present an analysis of the storage complexity of Huffman codes, Tunstall codes and arithmetic codes in various implementations and relate this to the achieved redundancies. It turns out that there exist efficient implementations of both Huffman and Tunstall codes and that their approximations result in arithmetic codes. Although not optimal, the arithmetic codes still have a be...

متن کامل

Redundancy allocation in finite-length nested codes for nonvolatile memories

In this paper, we investigate the optimum way to allocate redundancy of finite-length nested codes for modern nonvolatile memories suffering from both permanent defects and transient errors (erasures or random errors). A nested coding approach such as partitioned codes can handle both permanent defects and transient errors by using two parts of redundancy: 1) redundancy to deal with permanent d...

متن کامل

Universal variable-to-fixed length source codes

A universal variable-to-fixed length algorithm for binary memoryless sources which converges to the entropy of the source at the optimal rate is known. We study the problem of universal variable-to-fixed length coding for the class of Markov sources with finite alphabets. We give an upper bound on the performance of the code for large dictionary sizes and show that the code is optimal in the se...

متن کامل

Redundancy of Lossless Data Compression for Known Sources by Analytic Methods

Lossless data compression is a facet of source coding and a well studied problem of information theory. Its goal is to find a shortest possible binary code that can be unambiguously recovered. In this paper focus on rigorous analysis of code redundancy for known sources. The redundancy rate problem determines by how much the actual code length exceeds the optimal code length. We present precise...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1994