Bounds on Partial Correlations of Sequences

Two approaches to bounding the partial auto- and crosscorrelations of binary sequences are considered. The first approach uses the discrete Fourier transform and bounds for character sums to obtain bounds on partial autocorrelations of m-sequences and on the partial auto- and crosscorrelations for the small Kasami sets and dual-BCH families of sequences. The second approach applies to binary sequences obtained by interleaving m-sequences. A bound on the peak partial correlation of such sequences is derived in terms of the peak partial autocorrelation of the underlying m-sequences. The bound is applied to GMW, No (1987), and other families of sequences for particular parameters. A comparison of the two approaches shows that the elementary method gives generally weaker results but is more widely applicable. On the other hand, both methods show that well-known sequence families can have favorable partial correlation characteristics, making them useful in certain spread-spectrum applications.

[1]  Lloyd R. Welch,et al.  Lower bounds on the maximum cross correlation of signals (Corresp.) , 1974, IEEE Trans. Inf. Theory.

[2]  T. Kasami WEIGHT DISTRIBUTION OF BOSE-CHAUDHURI-HOCQUENGHEM CODES. , 1966 .

[3]  P. V. Kumar,et al.  On the Partial-Period Correlation Moments of GMW Sequences , 1987, MILCOM 1987 - IEEE Military Communications Conference - Crisis Communications: The Promise and Reality.

[4]  Dilip V. Sarwate An upper bound on the aperiodic autocorrelation function for a maximal-length sequence , 1984, IEEE Trans. Inf. Theory.

[5]  P. Vijay Kumar The partial-period correlation moments of arbitrary binary sequences , 1985 .

[6]  F. MacWilliams,et al.  The Theory of Error-Correcting Codes , 1977 .

[7]  P. Vijay Kumar,et al.  A new family of binary pseudorandom sequences having optimal periodic correlation properties and large linear span , 1989, IEEE Trans. Inf. Theory.

[8]  James H. Lindholm An analysis of the pseudo-randomness properties of subsequences of long m -sequences , 1968, IEEE Trans. Inf. Theory.

[9]  Richard A. Games,et al.  Crosscorrelation of M-sequences and GMW-sequences with the same primitive polynomial , 1985, Discret. Appl. Math..

[10]  M.B. Pursley,et al.  Crosscorrelation properties of pseudorandom and related sequences , 1980, Proceedings of the IEEE.

[11]  Guang Gong,et al.  Theory and applications of q-ary interleaved sequences , 1995, IEEE Trans. Inf. Theory.

[12]  Robert A. Scholtz Criteria for Sequence Set Design in CDMA Communications , 1993, AAECC.

[13]  Andrew Klapper,et al.  Partial period crosscorrelations of geometric sequences , 1994, IEEE Trans. Inf. Theory.

[14]  W. Schmidt Equations over Finite Fields: An Elementary Approach , 1976 .

[15]  T C Bartee,et al.  CODING FOR TRACKING RADAR RANGING. , 1963 .

[16]  Jyrki Lahtonen,et al.  On the odd and the aperiodic correlation properties of the Kasami sequences , 1995, IEEE Trans. Inf. Theory.

[17]  Andrew Klapper,et al.  D-form Sequences: Families of Sequences with Low Correlation Values and Large Linear Spans , 1995, IEEE Trans. Inf. Theory.

[18]  S. Wainberg,et al.  Subsequences of Pseudorandom Sequences , 1970 .

[19]  Hideki Imai,et al.  Pseudo-Noise Sequences for Tracking and Data Relay Satellite and Related Systems , 1991 .

[20]  Staffan A. Fredricsson Pseudo-randomness properties of binary shift register sequences (Corresp.) , 1975, IEEE Trans. Inf. Theory.

[21]  Dilip V. Sarwate,et al.  Partial Correlation Effects in Direct-Sequence Spread-Spectrum Multiple-Access Communication Systems , 1984, IEEE Trans. Commun..

[22]  W. J. Thron,et al.  Encyclopedia of Mathematics and its Applications. , 1982 .

[23]  Pavan Kumar,et al.  Minimum distance of logarithmic and fractional partial m-sequences , 1992, IEEE Trans. Inf. Theory.

[24]  R. Scholtz,et al.  GMW sequences (Corresp.) , 1984 .

[25]  I. Vinogradov,et al.  Elements of number theory , 1954 .