Abstract
Linear codes over F q are considered for use in detecting and in correcting the additive errors in some subsetE of F nq (The most familiar example of such an error set E is the set of all n-tuples of Hamming weight at most t.) In this set-up, the basic averaging arguments for linear codes are reviewed with emphasis on the relation between the combinatorial and the information-theoretic viewpoint. The main theorems are (a correspondingly general version of) the Varshamov-Gilbert bound and a ‘random-coding’ bound on the probability of an ambiguous syndrome. These bounds are shown to result from applying the same elementary averaging argument to two different packing problems, viz., the combinatorial ‘sphere’ packing problem and the probabilistic ‘Shannon packing’. Some applications of the general bounds are indicated, e.g., hash functions and Euclidean-space codes, and the connection to Justesen-type constructions of asymptotically good codes is outlined.
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References
W. W. Peterson and E. J. Weldon, Jr., Error-Correcting Codes, 2nd ed., Cambridge: MIT Press, 1972.
J. L. Massey, Threshold Decoding. Cambridge, Mass.: MIT Press, 1963.
Ph. Delsarte and Ph. Piret, ‘Algebraic constructions of Shannon codes for regular channels’, IEEE Trans. Inform. Theory, vol. 28, pp. 593–599, July 1982.
G. Séguin, ‘Linear ensembles of codes’, IEEE Trans. Inform. Theory, vol. 25, pp. 477–480, July 1979.
R. G. Gallager, Information Theory and Reliable Communication, New York: Wiley, 1968.
H.-A. Loeliger, ‘On the information-theoretic limits of lattices and related codes’, in preparation.
C. E. Shannon, ‘A mathematical theory of communication’, Bell Syst. Techn. J., vol. 27, pp. 379–423, July 1948, and pp. 379–423, Oct. 1948. Reprinted in Key Papers in the Development of Information Theory, New York: IEEE Press, 1974.
H.-A. Loeliger, ‘An upper bound on the volume of discrete spheres’, submitted to IEEE Trans. Inform. Theory.
E. N. Gilbert, ‘A comparison of signalling alphabets’, Bell Syst. Techn. J., vol. 31, pp. 504–522, May 1952. Reprinted in Key Papers in the Development of Information Theory, New York: IEEE Press, 1974.
F. J. MacWilliams and N. J. A. Sloane, The Theory of Error-Correcting Codes, Amsterdam: North-Holland, 1977.
J. L. Massey, ‘Coding techniques for digital data networks’, in Proc. Int. Conf. Inform. Theory and Syst., NTG-Fachberichte, vol. 65, Berlin, Germany, Sept. 18–20, 1978.
J. K. Wolf, A. M. Michelson, and A. H. Levesque, ‘On the probability of undetected error for linear block codes’, IEEE Trans. Comm., vol. 30, pp. 317–324, Feb. 1982.
T. M. Cover and J. A. Thomas, Elements of Information Theory. New York: Wiley, 1991.
J. Justesen, ‘A class of constructive asymptotically good algebraic codes’, IEEE Trans. Inform. Theory, vol. 18, pp. 652–656, Sept. 1972. Reprinted in Key Papers in the Development of Coding Theory, New York: IEEE Press, 1974.
A. D. Wyner, ‘Capabilities of bounded discrepancy decoding’, Bell Syst. Tech. J.,vol.54,pp.1061–1122,1965.
T. C. Ancheta, Jr., ‘Syndrome-source-coding and its universal generalization’, IEEE Trans. Inform. Theory, vol. 22, pp. 432–436, July 1976.
J. L. Carter and M. N. Wegmann, ‘Universal classes of hash functions’, Journal of Computer and System Sciences, vol. 18, pp. 143–154, 1979.
A. Patapoutian and P. V. Kumar, ‘The (d, k) subcode of a linear block code’, IEEE Trans. Inform. Theory, vol. 38, pp. 1375–1382, July 1992.
H.-A. Loeliger, ‘On existence proofs for asymptotically good Euclidean-space group codes’, Proc. of Joint DIMACS/IEEE Workshop on Coding and Quantization, Piscataway, NJ, USA, Oct. 19–21, 1992, to appear.
M. A. Tsfasman and S. G. Vlădut, Algebraic-Geometric Codes, Kluwer, 1991.
M. A. Tsfasman, S. G. Vlădut, and Th. Zink, ’Modular curves, Shimura curves, and Goppa codes, better than Varshamov-Gilbert bound’, Math. Nachr., vol. 109, pp. 2128, 1982.
T. Kasami, ‘An upper bound on k/n for affine-invariant codes with fixed din’, IEEE Trans. Inform. Theory, vol. 15, pp. 174–176, Jan. 1969.
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Loeliger, HA. (1994). On the Basic Averaging Arguments for Linear Codes. In: Blahut, R.E., Costello, D.J., Maurer, U., Mittelholzer, T. (eds) Communications and Cryptography. The Springer International Series in Engineering and Computer Science, vol 276. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-2694-0_25
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DOI: https://doi.org/10.1007/978-1-4615-2694-0_25
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