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IEEE Transactions on Information Theory

Issue 4 • Jul 1991

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Displaying Results 1 - 25 of 37
  • On the Gaarder-Slepian “tracking system” conjecture [source coding]

    Publication Year: 1991, Page(s):1165 - 1168
    Cited by:  Papers (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (356 KB)

    The authors examine under what conditions, and with what notion of optimality, the coder of an optimal system can be operated with the information which is also accessible to the decoder. After a discussion of the difficulties involved, a theorem is proved for Markov sources which states that the extra memory of the coder can be substituted with independent randomization. The result is not tied to... View full abstract»

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  • Strengthening Simmons' bound on impersonation

    Publication Year: 1991, Page(s):1182 - 1185
    Cited by:  Papers (11)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (336 KB)

    Simmons' lower bound on impersonation P1⩾2 -I(M;E) where M and E denote the message and the encoding rule, respectively, is strengthened by maximizing over the source statistics and by allowing dependence between the message and the encoding rule. The authors show that a refinement of their argument, which removes the assumption of independence ... View full abstract»

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  • A Bayesian approach for classification of Markov sources

    Publication Year: 1991, Page(s):1067 - 1071
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (352 KB)

    A Bayesian approach for classification of Markov sources whose parameters are not explicitly known is developed and studied. A universal classifier is derived and shown to achieve, within a constant factor, the minimum error probability in a Bayesian sense. The proposed classifier is based on sequential estimation of the parameters of the sources, and it is closely related to earlier proposed univ... View full abstract»

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  • Quickest detection of a time-varying change in distribution

    Publication Year: 1991, Page(s):1116 - 1122
    Cited by:  Papers (14)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (492 KB)

    A practical algorithm for quickest detection of time-varying arbitrary one-parameter changes in a sequence of independent random variables is developed. The amplitude of the parameter need not to be known. This model can be applied to the problem of coherent detection of sampled sinusoidal signals of known frequency, but unknown phase and amplitude. The tests are designed according to a maximum al... View full abstract»

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  • Learning by parallel Boltzmann machines

    Publication Year: 1991, Page(s):1162 - 1165
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (352 KB)

    A parallel implementation of the Boltzmann machine in which each unit is updated independently of, but simultaneously with, the other units is studied. A transparent representation of the transition matrix and of the equilibrium distribution emphasizes the role, for the stochastic parallel evolution of the dynamical features of the underlying synchronous deterministic Hopfield model. As a conseque... View full abstract»

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  • Some contributions to a frequency location method due to He and Kedem

    Publication Year: 1991, Page(s):1177 - 1182
    Cited by:  Papers (17)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (512 KB)

    The author derives a useful information-theoretical technology from the tunable filter that automatically detects the frequency of an unknown signal in white Gaussian noise by adjusting its parameter to the correlation coefficient of its output. The tunable filter earlier proposed by S. He and B. Kedem (see ibid., vol.35, no.2, p.360-9, 1989) is known as the HK filter. The methodology sidesteps th... View full abstract»

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  • Internal models and recursive estimation for 2-D isotropic random fields

    Publication Year: 1991, Page(s):1055 - 1066
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (884 KB)

    Efficient recursive smoothing algorithms are developed for isotropic random fields that can be obtained by passing white noise through rational filters. The estimation problem is shown to be equivalent to a countably infinite set of 1-D separable two-point boundary value smoothing problems. The 1-D smoothing problems are solved using a Markovianization approach followed by a standard 1-D smoothing... View full abstract»

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  • Multivariate probability density deconvolution for stationary random processes

    Publication Year: 1991, Page(s):1105 - 1115
    Cited by:  Papers (44)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (688 KB)

    The kernel-type estimation of the joint probability density functions of stationary random processes from noisy observations is considered. Precise asymptotic expressions and bounds on the mean-square estimation error are established, along with rates of mean-square convergence, for processes satisfying a variety of mixing conditions. The dependence of the convergence rates on the joint density of... View full abstract»

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  • Optimally near-far resistant multiuser detection in differentially coherent synchronous channels

    Publication Year: 1991, Page(s):1006 - 1018
    Cited by:  Papers (40)  |  Patents (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (996 KB)

    The noncoherent demodulation of differentially phase-shift keyed signals transmitted simultaneously via a synchronous code-division multiple-access (CDMA) channel is studied under the assumption of white Gaussian background noise. A class of noncoherent linear detectors is defined with the objective of obtaining the optimal one. The performance criterion considered is near-far resistance that deno... View full abstract»

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  • Encoding unique global minima in nested neural networks

    Publication Year: 1991, Page(s):1158 - 1162
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (424 KB)

    Nested neural networks are constructed from outer products of patterns over {-1,0,1}N, whose nonzero bits define subnetworks and the subcodes stored in them. The set of permissible words, which are network-size binary patterns composed of subcode words that agree in their common bits, is characterized and their number is derived. It is shown that if the bitwise products of the subcode w... View full abstract»

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  • Flicker noise and the estimation of the Allan variance

    Publication Year: 1991, Page(s):1173 - 1177
    Cited by:  Papers (15)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (300 KB)

    Flicker noise is a random process observed in a variety of contexts, including current fluctuations in metal film and semiconductor devices, loudness fluctuations in speech and music, and neurological patterns. The quadratic-mean convergence of appropriate estimates of the Allan variance for flicker noise is established when the latter is modeled as a stochastic process with stationary increments.... View full abstract»

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  • Minimum complexity density estimation

    Publication Year: 1991, Page(s):1034 - 1054
    Cited by:  Papers (186)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1928 KB)

    The authors introduce an index of resolvability that is proved to bound the rate of convergence of minimum complexity density estimators as well as the information-theoretic redundancy of the corresponding total description length. The results on the index of resolvability demonstrate the statistical effectiveness of the minimum description-length principle as a method of inference. The minimum co... View full abstract»

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  • New bounds on the redundancy of Huffman codes

    Publication Year: 1991, Page(s):1095 - 1104
    Cited by:  Papers (28)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (596 KB)

    Upper and lower bounds are obtained for the redundancy of binary Huffman codes for a memoryless source whose least likely source letter probability is known. Tight upper bounds on redundancy in terms of the most and least likely source letter probabilities are provided View full abstract»

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  • Worst-case interactive communication. II. Two messages are not optimal

    Publication Year: 1991, Page(s):995 - 1005
    Cited by:  Papers (28)  |  Patents (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (792 KB)

    For pt.I see ibid., vol.36, no.5, p.1111-26, (1990). The author defines the chromatic-decomposition number of a hypergraph and shows that, under general conditions, it determines the two message complexity. This result is then used to provide that two messages are not optimal. Protocols, complexities, and the characteristic hypergraph of (X,Y) are defined. The playoffs problem is describe... View full abstract»

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  • Decoding binary 2-D cyclic codes by the 2-D Berlekamp-Massey algorithm

    Publication Year: 1991, Page(s):1200 - 1203
    Cited by:  Papers (18)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (376 KB)

    A method of decoding two-dimensional (2-D) cyclic codes by applying the 2-D Berlekamp-Massey algorithm is proposed. To explain this decoding method, the author introduces a subclass of 2-D cyclic codes, which are called 2-D BCH codes due to their similarity with BCH codes. It is shown that there are some short 2-D cyclic codes with a better cost parameter value. The merit of the approach is verifi... View full abstract»

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  • On the wavelet transform of fractional Brownian motion

    Publication Year: 1991, Page(s):1156 - 1158
    Cited by:  Papers (28)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (260 KB)

    A theorem characterizing fractional Brownian motion by the covariance structure of its wavelet transform is established. The authors examine whether there are alternate Gaussian processes whose wavelet transforms have a natural covariance structure. In addition, the authors examine if there are any Gaussian processes whose wavelet transform is stationary with respect to the affine group (i.e. the ... View full abstract»

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  • On multilevel block modulation codes

    Publication Year: 1991, Page(s):965 - 975
    Cited by:  Papers (63)  |  Patents (5)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (864 KB)

    The multilevel technique for combining block coding and modulation is investigated. A general formulation is presented for multilevel modulation codes in terms of component codes with appropriate distance measures. A specific method for constructing multilevel block modulation codes with interdependency among component codes is proposed. Given a multilevel block modulation code C with no ... View full abstract»

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  • On quantizer distortion and the upper bound for exponential entropy

    Publication Year: 1991, Page(s):1168 - 1172
    Cited by:  Papers (6)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (352 KB)

    A sharp upper bound is derived for the exponential entropy in the class of absolutely continuous distributions with specific standard deviation and an exact description of the extremal distributions. This result is interpreted as determining the least favorable cases for certain methods of quantization of analog sources. It is known that for a large class of quantizers (both zero-memory and vector... View full abstract»

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  • Two-dimensional harmonic retrieval and its time-domain analysis technique

    Publication Year: 1991, Page(s):1185 - 1188
    Cited by:  Papers (10)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (300 KB)

    The two-dimensional harmonic retrieval is examined in theory by confirming that the 2-D sinusoids in white noise are modeled as a special 2-D autoregressive moving average (ARMA) process whose AR parameters are identical to the MA ones. A new analysis technique for resolving 2-D sinusoids in white noise is proposed View full abstract»

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  • Theory of lattice-based fine-coarse vector quantization

    Publication Year: 1991, Page(s):1072 - 1084
    Cited by:  Papers (7)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (956 KB)

    The performance of a lattice-based fast vector quantization (VQ) method, which yields rate-distortion performance to that of an optimal VQ, is analyzed. The method, which is a special case of fine-coarse vector quantization (FCVQ), uses the cascade of a fine lattice quantizer and a coarse optimal VQ to encode a given source vector. The second stage is implemented in the form of a lookup table, whi... View full abstract»

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  • Modified Q-functions and their use in detection analysis

    Publication Year: 1991, Page(s):1123 - 1142
    Cited by:  Papers (4)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1152 KB)

    The Marcum's Q-function is extended to complex arguments. In particular, a set of modified generalized Q-functions for imaginary values of one or both arguments are defined and their properties are investigated. An extended probabilistic interpretation for the modified Q-functions is given appealing to a proposed generalization of the concept of random variable. Complex ... View full abstract»

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  • Zero-crossings of a wavelet transform

    Publication Year: 1991, Page(s):1019 - 1033
    Cited by:  Papers (392)  |  Patents (11)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (1208 KB)

    The completeness, stability, and application to pattern recognition of a multiscale representation based on zero-crossings is discussed. An alternative projection algorithm is described that reconstructs a signal from a zero-crossing representation, which is stabilized by keeping the value of the wavelet transform integral between each pair of consecutive zero-crossings. The reconstruction algorit... View full abstract»

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  • On (k, t)-subnormal covering codes

    Publication Year: 1991, Page(s):1203 - 1206
    Cited by:  Papers (11)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (368 KB)

    The concept of a (k, t)-subnormal covering code is defined. It is discussed how an amalgamated-direct-sumlike construction can be used to combine such codes. The existence of optimal (q, n, M) 1 codes C is discussed such that by puncturing the first coordinate of C one obtains a code with (q, 1)-subnorm 2 View full abstract»

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  • Limiting efficiencies of burst-correcting array codes

    Publication Year: 1991, Page(s):976 - 982
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (440 KB)

    The author evaluates the limiting efficiencies e(-S ) of burst-correcting array codes A(n1,n2, -s) for all negative readouts -s as n2 tends to infinity and n1 is properly chosen to maximize the efficiency. Specializing the result to the products of the first i prim... View full abstract»

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  • Zero-crossing rates of functions of Gaussian processes

    Publication Year: 1991, Page(s):1188 - 1194
    Cited by:  Papers (26)  |  Patents (3)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (560 KB)

    Formulas for the expected zero-crossing rates of random processes that are monotone transformations of Gaussian processes can be obtained by using two different techniques. The first technique involves derivation of the expected zero-crossing rate for discrete-time processes and extends the result of the continuous-time case by using an appropriate limiting argument. The second is a direct method ... View full abstract»

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Aims & Scope

IEEE Transactions on Information Theory publishes papers concerned with the transmission, processing, and utilization of information.

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Meet Our Editors

Editor-in-Chief
Prakash Narayan 

Department of Electrical and Computer Engineering