Math @ Duke
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Publications [#336639] of Vahid Tarokh
Papers Published
- Soloveychik, I; Xiang, Y; Tarokh, V, Symmetric Pseudo-Random Matrices,
Ieee Transactions on Information Theory, vol. 64 no. 4
(April, 2018),
pp. 3179-3196, Institute of Electrical and Electronics Engineers (IEEE) [doi]
(last updated on 2023/06/01)
Abstract: We consider the problem of generating symmetric pseudo-random sign (±1) matrices based on the similarity of their spectra to Wigner's semicircular law. Using binary m-sequences (Golomb sequences) of lengths n=2m-1 , we give a simple explicit construction of circulant n × n sign matrices and show that their spectra converge to the semicircular law when n grows. The Kolmogorov complexity of the proposed matrices equals to that of Golomb sequences and is at most 2log2(n) bits.
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