26 research outputs found

    Using simulated annealing to design good codes

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    A robust CELP coder with source-dependent channel coding

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    A CELP coder using Source Dependent Channel Encoding (SDCE) for optimal channel error protection is introduced. With SDCE, each of the CELP parameters are encoded by minimizing a perceptually meaningful error criterion under prevalent channel conditions. Unlike conventional channel coding schemes, SDCE allows for optimal balance between error detection and correction. The experimental results show that the CELP system is robust under various channel bit error rates and displays a graceful degradation in SSNR as the channel error rate increases. This is a desirable property to have in a coder since the exact channel conditions cannot usually be specified a priori

    Constructive spherical codes on layers of flat tori

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    A new class of spherical codes is constructed by selecting a finite subset of flat tori from a foliation of the unit sphere S^{2L-1} of R^{2L} and designing a structured codebook on each torus layer. The resulting spherical code can be the image of a lattice restricted to a specific hyperbox in R^L in each layer. Group structure and homogeneity, useful for efficient storage and decoding, are inherited from the underlying lattice codebook. A systematic method for constructing such codes are presented and, as an example, the Leech lattice is used to construct a spherical code in R^{48}. Upper and lower bounds on the performance, the asymptotic packing density and a method for decoding are derived.Comment: 9 pages, 5 figures, submitted to IEEE Transactions on Information Theor

    Network Code Design for Orthogonal Two-hop Network with Broadcasting Relay: A Joint Source-Channel-Network Coding Approach

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    This paper addresses network code design for robust transmission of sources over an orthogonal two-hop wireless network with a broadcasting relay. The network consists of multiple sources and destinations in which each destination, benefiting the relay signal, intends to decode a subset of the sources. Two special instances of this network are orthogonal broadcast relay channel and the orthogonal multiple access relay channel. The focus is on complexity constrained scenarios, e.g., for wireless sensor networks, where channel coding is practically imperfect. Taking a source-channel and network coding approach, we design the network code (mapping) at the relay such that the average reconstruction distortion at the destinations is minimized. To this end, by decomposing the distortion into its components, an efficient design algorithm is proposed. The resulting network code is nonlinear and substantially outperforms the best performing linear network code. A motivating formulation of a family of structured nonlinear network codes is also presented. Numerical results and comparison with linear network coding at the relay and the corresponding distortion-power bound demonstrate the effectiveness of the proposed schemes and a promising research direction.Comment: 27 pages, 9 figures, Submited to IEEE Transaction on Communicatio

    Simulated annealing with noisy or imprecise energy measurements

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    Cover title.Includes bibliographical references.AFOSR-85-0227 DAAG-29-84-K-0005 DAAL-03-86-K-0171 Supported under a Purdue Research Initiation grant.S.B. Gelfand and S.K. Mitter ; communicated by R. Conti

    Simulated annealing with noisy or imprecise energy measurements

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    Caption title. "August 1988."Includes bibliographical references.Research reported here has been supported under contract AFOSR-85-0227 Research reported here has been supported under contract DAAG-29-84-K-0005 Research reported here has been supported under contract DAAL-03-86-K-0171 Research reported here has been supported under a Purdue Research Initiation Grant.by Saul B. Gelfand and Sanjoy K. Mitter

    Concentration estimates for band-limited spherical harmonics expansions via the large sieve principle

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    We study a concentration problem on the unit sphere S2\mathbb{S}^2 for band-limited spherical harmonics expansions using large sieve methods. We derive upper bounds for concentration in terms of the maximum Nyquist density. Our proof uses estimates of the spherical harmonics coefficients of certain zonal filters. We also demonstrate an analogue of the classical large sieve inequality for spherical harmonics expansions

    Linear constructions for DNA codes

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    AbstractIn this paper we translate in terms of coding theory constraints that are used in designing DNA codes for use in DNA computing or as bar-codes in chemical libraries. We propose new constructions for DNA codes satisfying either a reverse-complement constraint, a GC-content constraint, or both, that are derived from additive and linear codes over four-letter alphabets. We focus in particular on codes over GF(4), and we construct new DNA codes that are in many cases better (sometimes far better) than previously known codes. We provide updated tables up to length 20 that include these codes as well as new codes constructed using a combination of lexicographic techniques and stochastic search

    Nouvelles séquences binaires et quaternaires pour l'étalement de spectre par séquence directe obtenues via les méthodes de Recuit Simulé et de Recherche Taboue

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    Cet article présente l'application de méthodes combinatoires à l'optimisation de séquences pseudo-aléatoires pour l'étalement de spectre par séquence directe. Cette approche permet pour la première fois la prise en compte des corrélations impaires. Les familles de séquences obtenues, dans les cas binaire et quaternaire, sont comparées à celles de la littérature
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