Coded data generation or conversion – Digital code to digital code converters
Reexamination Certificate
2003-08-20
2004-09-07
Young, Brian (Department: 2819)
Coded data generation or conversion
Digital code to digital code converters
C341S051000
Reexamination Certificate
active
06788226
ABSTRACT:
BACKGROUND OF THE INVENTION
1. Field of the Invention
The invention relates to LZ data compression systems particularly with respect to the LZW compression methodology. More particularly, the invention relates to a string deletion process for recovering string codes in a coincidence element matrix implemented compressor such as that described in said Ser. No. 10/448,620.
2. Description of the Prior Art
Professors Abraham Lempel and Jacob Ziv provided the theoretical basis for LZ data compression and decompression systems that are in present day widespread usage. Two of their seminal papers appear in the IEEE Transactions on Information Theory, IT-23-3, May 1977, pp. 337-343 and in the IEEE Transactions on Information Theory, IT-24-5, September 1978, pp. 530-536. A ubiquitously used data compression and decompression system known as LZW is described in U.S. Pat. No. 4,558,302 by Welch, issued Dec. 10, 1985. LZW has been adopted as the compression and decompression standard used in the GIF image communication protocol and is utilized in the TIFF image communication protocol. GIF is a development of CompuServe Incorporated and the name GIF is a Service Mark thereof. A reference to the GIF specification is found in GRAPHICS INTERCHANGE FORMAT, Version 89a, 31 Jul., 1990. TIFF is a development of Aldus Corporation and the name TIFF is a Trademark thereof. Reference to the TIFF specification is found in TIFF, Revision 6.0, Final—Jun. 3, 1992.
LZW has also been adopted as the standard for V.42 bis modem compression and decompression. A reference to the V.42 bis standard is found in CCITT Recommendation V.42 bis, Data Compression Procedures For Data Circuit Terminating Equipment (DCE) Using Error Correction Procedures, G neva 1990. The V.42 bis standard is further described in an article entitled “V.42 bis: Th New Modem Compression Standard” by J. E. MacCrisken in the Spring 1991 issue of the Journal Of Data & Computer Communications—Modem Compression, pages 23-29.
Examples of LZ dictionary based compression and decompression systems are described in the following U.S. patents: U.S. Pat. No. 4,464,650 by Eastman et al., issued Aug. 7, 1984; U.S. Pat. No. 4,814,746 by Miller et al., issued Mar. 21, 1989; U.S. Pat. No. 4,876,541 by Storer, issued Oct. 24, 1989; U.S. Pat. No. 5,153,591 by Clark, issued Oct. 6, 1992; U.S. Pat. No. 5,373,290 by Lempel et al., issued Dec. 13, 1994; U.S. Pat. No. 5,838,264 by Cooper, issued Nov. 17, 1998; U.S. Pat. No. 5,861,827 by Welch et al., issued Jan. 19, 1999; U.S. Pat. No. 6,188,333 by Cooper, issued Feb. 13, 2001; and U.S. Pat. No. 6,320,523 by York et al., issued Nov. 20, 2001.
In the above dictionary based LZ compression and decompression systems, the compressor and decompressor dictionaries may be initialized with all of the single character strings of the character alphabet. In some implementations, the single character strings are considered as recognized and matched although not explicitly stored. In such systems the value of the single character may be utilized as its code and the first available code utilized for multiple character strings would have a value greater than the single character values. In this way the decompressor can distinguish between a single character string and a multiple character string and recover the characters thereof. For example, in the ASCII environment the alphabet has an 8 bit character size supporting an alphabet of 256 characters. Thus, the characters have values of 0-255. The first available multiple character string code can, for example, be 258 where the codes 256 and 257 are utilized as control codes as is well known.
In the prior art dictionary based LZ compression systems, data character strings are stored and accessed in the compressor dictionary utilizing well known searchtree architectures and protocols. Typically, the searchtree is arranged in nodes where each node represents a character, and a string of characters is represented by a node-to-node path through the tree. When the input character stream has been matched in the dictionary tree up to a matched node, a next input character is fetched to determine if the string match will continue. Conventionally, a determination is made to ascertain if the fetched character is already stored as an extension node of the matched node. Various techniques are utilized to effect this determination such as associative memory dictionaries, hashing and sibling lists as are well understood in the art.
In the above dictionary based systems, numerous iterative operations and dictionary accesses are required at the compressor for compressing an input stream of data characters. Normally an iteration including several dictionary accesses is required for each input data character and when utilizing an associative memory, it may be necessary to search the entire memory to determine if a string exists therein.
The data compressor of said Ser. No. 10/448,620 provides an improvement over the prior art by replacing the known dictionary architectures by a matrix of coincidence elements eliminating both dictionary accesses and compressor iterations. It is desirable in such a system to include a string deletion algorithm to recover string codes so as to enhance system performance.
In the prior art dictionary based LZ compression systems, data character strings are deleted utilizing procedures such as those described in said U.S. Pat. Nos. 4,814,746; 4,876,541; 5,153,591 as well as in said CCITT V.42 bis standard. A string deletion implementation for use with a compressor of the typ disclosed in said Ser. No. 10/448,620 does not yet exist in the prior art.
SUMMARY OF THE INVENTION
The present invention provides a novel string deletion implementation particularly suited to the coincidence element matrix architecture of said Ser. No. 10/448,620.
The present invention is embodied in a data compressor for compressing an input stream of data characters into an output stream of compressed codes. The compressor includes a plurality of coincidence elements corresponding to a respective plurality of codes to be assigned to strings. A string is comprised of a prefix string of at least one of the data characters followed by an extension character, a prefix string having a prefix code associated therewith. A coincidence element provides a coincidence output and has a prefix code input and a character input for enabling the coincidence element to energize the coincidence output thereof upon coincidental energization of the inputs so that energization of a coincidence output of a coincidence element provides a representation of the code corresponding thereto. The compressor further includes a first coupling arrangement for selectively coupling the provided representations of codes corresponding to the coincidence elements to the prefix code inputs of the coincidence elements and a second coupling arrangement for selectively coupling representations of data characters fetched from the input stream to the character inputs of the coincidence elements. Extended strings are recorded in the coincidence elements where an extended string comprises a longest matching string extended by the data character following the longest matching string. When further codes are unavailable for assignment to extended strings to be recorded, a coincidence element is selected for reassignment. A coincidence element is selected if the coincidence output ther of is not coupled to the prefix code input of another coincidence element. The coincidence element is tested by applying enable signals to the prefix code and character inputs thereof and enable signals selectively to the character inputs of further coincidence elements. If only the tested coincidence element is enabled, it is selected for reassignment.
REFERENCES:
patent: 6674374 (2004-01-01), Cooper
Atlass Michael B.
Cooper Albert B.
Lauture Joseph
Starr Mark T.
Unisys Corporation
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