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Let {a t } be a sequence of period n (so a t = a t+n for all values of t) with symbols being the integers mod q (see modular arithmetic). The periodic auto-correlation of the sequence {a t } at shift τ is defined as

$$A(\tau) = \sum_{t=0}^{n-1} \omega^{a_{t+\tau}-a_t},$$

where ω is a complex qth root of unity.

In most applications one considers binary sequences when q=2 and ω=-1. Then the autocorrelation at shift τ equals the number of agreements minus the number of disagreements between the sequence {at} and its cyclic shift {at+τ}. Note that in most applications one wants the autocorrelation for all nonzero shifts τ ≠ 0 (mod n) (the out-of-phase autocorrelation) to be low in absolute value. For example, this property of a sequence is extremely useful for synchronization purposes.

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References

  1. Golomb, S.W. (1982). Shift Register Sequences. Aegean Park Press, Laguna Hills, CA.

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  2. Helleseth, T. and P.V. Kumar (1998). “Sequences with low correlation.” Handbook of Coding Theory, eds. V.S. Pless and W.C. Huffman. Elsevier, Amsterdam.

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  3. Helleseth, T. and P.V. Kumar (1999). “Pseudonoise sequences.” The Mobile Communications Handbook, ed. J.D. Gibson. CRC Press, Boca Raton, FL, Chapter 8.

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© 2005 International Federation for Information Processing

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Helleseth, T. (2005). Autocorrelation. In: van Tilborg, H.C.A. (eds) Encyclopedia of Cryptography and Security. Springer, Boston, MA . https://doi.org/10.1007/0-387-23483-7_21

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