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Leondes C.T. Ч Computer techniques and algorithms in digital signal processing
Leondes C.T. Ч Computer techniques and algorithms in digital signal processing

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Ќазвание: Computer techniques and algorithms in digital signal processing

јвтор: Leondes C.T.

јннотаци€:

Covers advances in the field of computer techniques and algorithms in digital signal processing.


язык: en

–убрика: Computer science/

—татус предметного указател€: √отов указатель с номерами страниц

ed2k: ed2k stats

√од издани€: 1996

 оличество страниц: 424

ƒобавлена в каталог: 08.12.2013

ќперации: ѕоложить на полку | —копировать ссылку дл€ форума | —копировать ID
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ѕредметный указатель
Auto-regressive models, linear prediction methods      3Ч5 13Ч14
Auto-regressive models, linear prediction methods, auto-regressive moving-average models versus      14Ч15
Auto-regressive moving-average models      see "Linear prediction methods frequency
Banzhaf sonograms, neural networks      319Ч323
Bayes' classifier, known channels      349Ч350
Beamformer, coherent signals      282Ч283
Blackman Ч Tukey methods, frequency estimation      2Ч3
Blind adaptive MAP symbol detection      339Ч405
Blind adaptive MAP symbol detection, channel and signal models      344Ч345
Blind adaptive MAP symbol detection, conclusions      396Ч397
Blind adaptive MAP symbol detection, introduction      341Ч344
Blind adaptive MAP symbol detection, metric pruning      380Ч382
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms      365Ч382
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, LMS adaptation      366Ч372
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, LMS adaptation, fading channels      370Ч372
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, LMS adaptation, fading channels, simulation results      372
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, LMS adaptation, time-invariant channels      366Ч367
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, LMS adaptation, time-invariant channels, simulation results      367Ч370
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, metric pruning      380Ч382
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, suboptimal MAPSD with decision feedback      372Ч380
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, suboptimal MAPSD with decision feedback, algorithm      374Ч376
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, suboptimal MAPSD with decision feedback, algorithm, simulations      376Ч379
Blind adaptive MAP symbol detection, reduced complexity MAPSD algorithms, suboptimal MAPSD with decision feedback, feedback algorithm      379Ч380
Blind adaptive MAP symbol detection, sequence estimation versus symbol detection      346Ч351
Blind adaptive MAP symbol detection, sequence estimation versus symbol detection, Bayes' classifier for known channels      349Ч350
Blind adaptive MAP symbol detection, sequence estimation versus symbol detection, MAP decoders for known channels      350Ч351
Blind adaptive MAP symbol detection, sequence estimation versus symbol detection, ML and MAP sequence estimation      346Ч347
Blind adaptive MAP symbol detection, sequence estimation versus symbol detection, optimal MAPSD for known channels      347Ч349
Blind adaptive MAP symbol detection, TDMA signal recovery, dual-mode algorithm      382Ч396
Blind adaptive MAP symbol detection, TDMA signal recovery, dual-mode algorithm, EKFs on MAPSD filter bank      390Ч391
Blind adaptive MAP symbol detection, TDMA signal recovery, dual-mode algorithm, measurement model with timing offset      384Ч387
Blind adaptive MAP symbol detection, TDMA signal recovery, dual-mode algorithm, simulations      391Ч396
Blind adaptive MAP symbol detection, TDMA signal recovery, dual-mode algorithm, training mode adaptation of auxiliary EKF      387Ч389
Blind adaptive MAP symbol detection, time updates for blind MAPSD algorithm      398Ч400
Blind adaptive MAP symbol detection, unknown channels      352Ч365
Blind adaptive MAP symbol detection, unknown channels, blind algorithms for fading channels      364Ч365
Blind adaptive MAP symbol detection, unknown channels, blind MAP sequence estimation      352Ч353
Blind adaptive MAP symbol detection, unknown channels, blind MAP symbol detection      354Ч358
Blind adaptive MAP symbol detection, unknown channels, blind Viterbi algorithm      358 360
Blind adaptive MAP symbol detection, unknown channels, computer simulations      358 360Ч364
Burg algorithm, frequency estimation      11Ч13
Chaotic signal analysis, higher order statistics      105Ч154
Chaotic signal analysis, higher order statistics, bispectral analysis      142Ч149
Chaotic signal analysis, higher order statistics, bispectral analysis, bicoherence      144
Chaotic signal analysis, higher order statistics, bispectral analysis, definitions and properties      143Ч144
Chaotic signal analysis, higher order statistics, bispectral analysis, examples      146Ч149
Chaotic signal analysis, higher order statistics, chaos, characterizations      112Ч113
Chaotic signal analysis, higher order statistics, chaos, characterizations, attractor      112
Chaotic signal analysis, higher order statistics, chaos, characterizations, spectrum      113
Chaotic signal analysis, higher order statistics, chaos, characterizations, unpredictability      113
Chaotic signal analysis, higher order statistics, chaos, definitions      111Ч112
Chaotic signal analysis, higher order statistics, chaos, examples      113Ч117
Chaotic signal analysis, higher order statistics, conclusion      149
Chaotic signal analysis, higher order statistics, cumulants of random variables      107Ч111
Chaotic signal analysis, higher order statistics, cumulants of random variables, definitions      107
Chaotic signal analysis, higher order statistics, cumulants of random variables, estimation issue      110Ч111
Chaotic signal analysis, higher order statistics, cumulants of random variables, linear transformation      110
Chaotic signal analysis, higher order statistics, cumulants of random variables, moments      108Ч110
Chaotic signal analysis, higher order statistics, cumulants of random variables, properties      108
Chaotic signal analysis, higher order statistics, dimension estimation      126Ч142
Chaotic signal analysis, higher order statistics, dimension estimation, correlation dimension      126Ч129
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions      129Ч134
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions, Karhunen Ч Loeve expansion      130Ч131
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions, local intrinsic dimensionality      129Ч130 133Ч134
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions, local intrinsic dimensionality, fourth-order      136Ч137
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions, local intrinsic dimensionality, higher order      134Ч136
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions, local intrinsic dimensionality, independent component analysis      137Ч142
Chaotic signal analysis, higher order statistics, dimension estimation, rank dimensions, reconstructed phase-space      131Ч133
Chaotic signal analysis, higher order statistics, embedding      117Ч126
Chaotic signal analysis, higher order statistics, embedding, delays      118Ч126
Chaotic signal analysis, higher order statistics, embedding, delays, method      118Ч119
Chaotic signal analysis, higher order statistics, embedding, delays, optimum choice      119Ч126
Chaotic signal analysis, higher order statistics, fourth-order extensions      134Ч142
Chaotic signal analysis, higher order statistics, introduction      105Ч106
Chinese remainder theorem, number theory      163Ч164
CHOS ESPRIT, narrowband signals      272Ч274
CHOS MUSIC, narrowband signals      269Ч272
Cruz Ч Banjanin algorithm frequency estimation      15Ч18
Cumulants, chaotic signal analysis      107Ч111
Cumulants, chaotic signal analysis, definitions      107
Cumulants, chaotic signal analysis, estimation issue      110Ч111
Cumulants, chaotic signal analysis, linear transformation      110
Cumulants, chaotic signal analysis, moments      108Ч110
Cumulants, chaotic signal analysis, properties      108
Cumulants, cyclic, sensor array processing      266Ч268
Discrete cosine transform      181Ч184
EKF, auxiliary training mode adaptation      387Ч389
EKF, MAPSD filter bank      390Ч391
Embedding, chaotic signal analysis      117Ч126
Embedding, chaotic signal analysis, delays      118Ч126
Embedding, chaotic signal analysis, delays, method      118Ч119
Factored state variable description      86
Factorization technique      187Ч188
Filters, floating point digital      see "Roundoff noise floating
Filters, frequency sampling      see "Frequency sampling filters fixed
FIR filters, roundoff noise      86 92Ч93
Fourier transform, discrete      156Ч158
Fraser's algorithm, chaotic signal analysis      122Ч124
Frequency estimation      1Ч79
Frequency estimation, Blackman Ч Tukey methods      2Ч3
Frequency estimation, linear prediction methods, approximate maximum likelihood estimation      9Ч10
Frequency estimation, linear prediction methods, auto-regressive models      13Ч14
Frequency estimation, linear prediction methods, auto-regressive models, auto-regressive moving-average models versus      14Ч15
Frequency estimation, linear prediction methods, auto-regressive moving-average models      3Ч15
Frequency estimation, linear prediction methods, autocorrelation method      6Ч7
Frequency estimation, linear prediction methods, Burg algorithm      11Ч13
Frequency estimation, linear prediction methods, covariance method      7Ч8
Frequency estimation, linear prediction methods, moving-average models      3 4
Frequency estimation, linear prediction methods, Prony method      5Ч6
Frequency estimation, linear prediction methods, Prony method, extended      8Ч9
Frequency estimation, periodograms      1Ч2
Frequency estimation, quotient-difference algorithm, Cruz Ч Banjanin algorithm, first      15Ч17
Frequency estimation, quotient-difference algorithm, Cruz Ч Banjanin algorithm, second      17Ч18
Frequency estimation, quotient-difference algorithm, error analysis      52Ч73
Frequency estimation, quotient-difference algorithm, error analysis, conclusion      74Ч75
Frequency estimation, quotient-difference algorithm, error analysis, effect of alpha      67Ч70
Frequency estimation, quotient-difference algorithm, error analysis, extremely simplified      52Ч55
Frequency estimation, quotient-difference algorithm, error analysis, Maple Code      75Ч77
Frequency estimation, quotient-difference algorithm, error analysis, Maple Code, two-sinusoid case      62Ч67
Frequency estimation, quotient-difference algorithm, error analysis, matrix inversion algorithm compared to      55Ч61
Frequency estimation, quotient-difference algorithm, error analysis, Stoica Ч Soderstrom algorithm compared to      70Ч73
Frequency estimation, quotient-difference algorithm, modified      29Ч30
Frequency estimation, quotient-difference algorithm, progressive      29
Frequency estimation, quotient-difference algorithm, simulated performance      30Ч51
Frequency estimation, quotient-difference algorithm, simulated performance, double sinusoid      42Ч46
Frequency estimation, quotient-difference algorithm, simulated performance, modified Todd Ч Cruz algorithm      35Ч41
Frequency estimation, quotient-difference algorithm, simulated performance, p = 3 case      47Ч51
Frequency estimation, quotient-difference algorithm, simulated performance, single sinusoids      31Ч34
Frequency estimation, quotient-difference algorithm, Stiefel theorems      20Ч28
Frequency estimation, quotient-difference algorithm, Todd Ч Cruz algorithm      18Ч20
Frequency estimation, quotient-difference algorithm, Todd Ч Cruz algorithm, modified      29Ч30
Frequency sampling filters, fixed point roundoff effects      211Ч259
Frequency sampling filters, fixed point roundoff effects, conclusions      256
Frequency sampling filters, fixed point roundoff effects, finite word length effects      221Ч255
Frequency sampling filters, fixed point roundoff effects, finite word length effects, frequency sampling filters, type 1      228Ч237
Frequency sampling filters, fixed point roundoff effects, finite word length effects, frequency sampling filters, type 2      243Ч249
Frequency sampling filters, fixed point roundoff effects, finite word length effects, linear phase frequency sampling filters type 1      238Ч243
Frequency sampling filters, fixed point roundoff effects, finite word length effects, linear phase frequency sampling filters type 2      250Ч255
Frequency sampling filters, fixed point roundoff effects, frequency sampling filters, type 1      213Ч216
Frequency sampling filters, fixed point roundoff effects, frequency sampling filters, type 1, real impulse responses      213Ч214
Frequency sampling filters, fixed point roundoff effects, frequency sampling filters, type 1, real impulse responses, linear phase      214Ч216
Frequency sampling filters, fixed point roundoff effects, frequency sampling filters, type 2      216Ч212
Frequency sampling filters, fixed point roundoff effects, frequency sampling filters, type 2, real impulse responses      217Ч220
Frequency sampling filters, fixed point roundoff effects, frequency sampling filters, type 2, real impulse responses, linear phase      218Ч220
Frequency sampling filters, fixed point roundoff effects, introduction      211Ч212
Frequency sampling filters, fixed point roundoff effects, system functions, finite length coefficients      220Ч221
Fresnel transforms, number theory      184Ч186
Grassberger Ч Procaccia algorithm      126Ч129
Hartley theoretic transform      178Ч179
IIR filters, roundoff noise      86Ч87
Karhunen Ч Loeve expansion, chaotic signal analysis      130Ч131
Kullback divergence, chaotic signal analysis      113Ч114 119Ч121
Levinson algorithm      12
MAP symbol detection      see "Blind adaptive MAP signal detection"
Maple Code, frequency estimation      75Ч77
MAPSD, algorithm, computer simulations      358Ч360 364
MAPSD, algorithm, decision feedback      374Ч376
MAPSD, algorithm, reduced complexity      365Ч382
MAPSD, algorithm, reduced complexity, LMS adaptation      366Ч372
MAPSD, algorithm, reduced complexity, LMS adaptation, fading channels      370Ч372
MAPSD, algorithm, time updates      398Ч400
MAPSD, filter bank, EKFs      390Ч391
MAPSD, optimal, known channels      347Ч349
MAPSD, suboptimal, decision feedback      372Ч380
Metric pruning, blind adaptive MAP symbol detection      380Ч382
Moving-average models, linear prediction methods      3 4
Neural networks, two-stage habituation based      301Ч337
Neural networks, two-stage habituation based, conclusions      330Ч331
Neural networks, two-stage habituation based, experimental results      317Ч330
Neural networks, two-stage habituation based, experimental results, Banzhaf sonograms      319Ч323
Neural networks, two-stage habituation based, experimental results, basic issues, spatio-temporal classification      317Ч319
Neural networks, two-stage habituation based, experimental results, classification, uncorrelated sequences      323Ч324
Neural networks, two-stage habituation based, experimental results, comparison, different training methods      325Ч328
Neural networks, two-stage habituation based, experimental results, hybrid habituated TDNN network      328
Neural networks, two-stage habituation based, experimental results, multiple habituation      328
Neural networks, two-stage habituation based, experimental results, principal component analysis      329
Neural networks, two-stage habituation based, experimental results, varying habituation parameters      329Ч330
Neural networks, two-stage habituation based, habituation based neural classifier      309Ч317
Neural networks, two-stage habituation based, habituation based neural classifier, general design structure      310Ч311
Neural networks, two-stage habituation based, habituation based neural classifier, other related structures      315Ч317
Neural networks, two-stage habituation based, habituation based neural classifier, theoretical properties      311Ч315
Neural networks, two-stage habituation based, introduction      301Ч303
Neural networks, two-stage habituation based, related biological mechanisms      303Ч309
Neural networks, two-stage habituation based, related biological mechanisms, classical conditioning      307Ч308
Neural networks, two-stage habituation based, related biological mechanisms, habituation      304Ч306
Neural networks, two-stage habituation based, related biological mechanisms, sensitization      307
Neural networks, two-stage habituation based, related biological mechanisms, temporal information encoding      308Ч309
Number theory, two-dimensional transforms      155Ч210
Number theory, two-dimensional transforms, classes, two-dimensional      170Ч173
Number theory, two-dimensional transforms, conclusions      204Ч205
Number theory, two-dimensional transforms, implementation, VLSI      190Ч204
Number theory, two-dimensional transforms, implementation, VLSI, Fermat ALU      195Ч203
Number theory, two-dimensional transforms, implementation, VLSI, Fermat ALU, CRT conversion      197Ч198
Number theory, two-dimensional transforms, implementation, VLSI, Fermat design      203Ч204
Number theory, two-dimensional transforms, implementation, VLSI, Fermat field column compression multiplier      190Ч195
Number theory, two-dimensional transforms, introduction      156Ч159
Number theory, two-dimensional transforms, mathematical preliminaries      159Ч163
Number theory, two-dimensional transforms, mathematical preliminaries, fields      160Ч161
Number theory, two-dimensional transforms, mathematical preliminaries, rings      160 162
Number theory, two-dimensional transforms, multiplexed processors      187Ч190
Number theory, two-dimensional transforms, multiplexed processors, two-dimensional factorization technique      187Ч188
Number theory, two-dimensional transforms, number theoretic transforms      167Ч173
Number theory, two-dimensional transforms, number theoretic transforms, classes      173Ч186
Number theory, two-dimensional transforms, number theoretic transforms, classes, implementation      178Ч186
Number theory, two-dimensional transforms, number theoretic transforms, classes, implementation, discrete cosine transforms over finite fields      181Ч184
Number theory, two-dimensional transforms, number theoretic transforms, classes, implementation, one-dimensional and two-dimensional Hartley number theoretic transform      178Ч180
Number theory, two-dimensional transforms, number theoretic transforms, classes, implementation, two-dimensional Fresnel transforms      184Ч186
Number theory, two-dimensional transforms, number theoretic transforms, classes, multi-dimensional mapping      173Ч178
Number theory, two-dimensional transforms, number theoretic transforms, one-dimensional      168Ч170
Number theory, two-dimensional transforms, number theoretic transforms, two-dimensional      170Ч173
Number theory, two-dimensional transforms, residue number systems      163Ч167
Number theory, two-dimensional transforms, residue number systems, Chinese remainder theorem      163Ч164
Number theory, two-dimensional transforms, residue number systems, modulus replication      165Ч167
Number theory, two-dimensional transforms, residue number systems, quadratic residue number system      165
Predictor filter, auto-regressive models      4Ч5
Prony method      5Ч6
Prony method, extended      5Ч9
Rossler system, chaotic signal analysis      113Ч114 119 133Ч134 146
Roundoff noise, floating point digital filters      79Ч103
Roundoff noise, floating point digital filters, basic error models      80Ч86
Roundoff noise, floating point digital filters, coefficient sensitivity      97Ч99
Roundoff noise, floating point digital filters, deterministic signals      91Ч92
Roundoff noise, floating point digital filters, direct form II filter      93Ч95
Roundoff noise, floating point digital filters, example      99Ч100
Roundoff noise, floating point digital filters, example, cascade structure      100
Roundoff noise, floating point digital filters, example, direct form II      100
Roundoff noise, floating point digital filters, FIR filters      86 92Ч93
Roundoff noise, floating point digital filters, high level error model      87Ч88
Roundoff noise, floating point digital filters, HR filters      86Ч87
Roundoff noise, floating point digital filters, inner product      86Ч87
Roundoff noise, floating point digital filters, inner product, signal flow graphs      96Ч97
Roundoff noise, floating point digital filters, introduction      79Ч80
Roundoff noise, floating point digital filters, state space filters      87
Roundoff noise, floating point digital filters, statistics of errors      89Ч90
Roundoff noise, floating point digital filters, summary      95Ч96
Roundoff noise, floating point digital filters, typical M matrices      90Ч91
Sensor array processing      259Ч300
Sensor array processing, cyclic cumulants      266Ч268
Sensor array processing, discussion      284Ч285
Sensor array processing, introduction      259Ч266
Sensor array processing, introduction, literature review      263Ч266
Sensor array processing, introduction, signal model      259Ч263
Sensor array processing, localization with nonstationary antennas      278Ч284
Sensor array processing, localization with nonstationary antennas, beamformer for coherent signals      281Ч282
Sensor array processing, localization with nonstationary antennas, direction finding using moving array      279Ч281
Sensor array processing, localization with nonstationary antennas, simulation examples      282Ч284
Sensor array processing, signal selective direction finding      268Ч278
Sensor array processing, signal selective direction finding, bandwidth independent localization algorithms      274Ч276
Sensor array processing, signal selective direction finding, CHOS ESPRIT for narrowband signals      272Ч274
Sensor array processing, signal selective direction finding, CHOS MUSIC for narrowband signals      269Ч272
Sensor array processing, signal selective direction finding, simulation examples      276Ч278
Shannon differential entropy function, chaotic signal analysis      120Ч121
Sinusoids      see "Frequency estimation"
State space filters, roundoff noise      87
Stiefel theorems, frequency estimation      20Ч28
Stoica Ч Soderstrom algorithm, frequency estimation      70Ч73
TDMA mobile radio, blind adaptive MAP symbol detection      see "Blind adaptive MAP symbol detection"
TDMA signal algorithm, dual-mode algorithm, blind adaptive MAP symbol detection      382Ч396
Todd Ч Cruz algorithm, frequency estimation      18Ч20 35Ч41
Transforms, number theory      see "Number theory two-dimensional
Viterbi algorithm, blind      358 360
White Gaussian noise, auto-regressive models      4Ч5
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