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Gustafsson F. — Adaptive filtering and change detection
Gustafsson F. — Adaptive filtering and change detection

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Название: Adaptive filtering and change detection

Автор: Gustafsson F.

Аннотация:

This is a good book in terms of the topics selected and the approaches adopted...useful for all specialists interested in digital signal processing, who will find the book an indispensable and enlightening read.


Язык: en

Рубрика: Математика/Вероятность/Статистика и приложения/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2000

Количество страниц: 500

Добавлена в каталог: 03.06.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
$\chi^2$ test      65 79 217
$\mathbb C_p$ criterion      125
$\Phi$ criterion      125
A posteriori distribution, state      399
A posteriori probability      92
A posteriori probability, $\delta^N$      397
A posteriori probability, changing regression      235
A posteriori probability, state change      360
Abrupt changes      142
Acoustic echo cancelation      115 167
Adaptive control      5 42
Adaptive forgetting through multiple models      390
AEC      115 167
AFMM      390
AIC      125 241
AIC, corrected      125
Air traffic Control      271 328 330
Alarming      58
Algorithm, AFMM      390
Algorithm, blind equalization      166 395
Algorithm, blind equalization algorithm      395
Algorithm, blind equalization, CMA      165
Algorithm, blind equalization, decision directed      165
Algorithm, blind equalization, modulus restoral      165
Algorithm, blind equalization, multiple model      395
Algorithm, Brandt's GLR      79
Algorithm, CUSUM      66
Algorithm, CUSUM LS      68
Algorithm, CUSUM RLS      69
Algorithm, decentralized KF      312
Algorithm, extended least squares      121
Algorithm, Gauss — Newton      129
Algorithm, Gauss — Newton ARM AX      130
Algorithm, Gibbs change detection      394
Algorithm, Gibbs — Metropolis change detection      392
Algorithm, GLR      350
Algorithm, GPB      388
Algorithm, IMM      389
Algorithm, information KF      309
Algorithm, KF      279
Algorithm, KF parameter estimation      142
Algorithm, likelihood signal detection      75
Algorithm, LMS      134
Algorithm, local search      94 244 386
Algorithm, MCMC segmentation      246
Algorithm, MCMC signal segmentation      102
Algorithm, multi-step      143
Algorithm, multiple model pruning      386
Algorithm, Newton — Raphson      127
Algorithm, NLMS      136
Algorithm, optimal segmentation      256
Algorithm, parameter and variance detection      224
Algorithm, parity space detection      409
Algorithm, recursive parameter segmentation      244
Algorithm, recursive signal segmentation      94
Algorithm, RLS      138 192
Algorithm, smoothing KF      293 295
Algorithm, SPRT      65
Algorithm, square root KF      302 305
Algorithm, stationary KF      286
Algorithm, steepest descent      126
Algorithm, stochastic gradient      126
Algorithm, two-filter MLR      358
Algorithm, Viterbi      161
Algorithm, Wiener filter      464
Algorithm, WLS      140
ar      118 472
Arg min      60
ARL      29 440
ARM AX      120
ARMA      120
ARX      119 473
Association      330
Asymptotic local approach      149 214
ATC      271 328 330
Auto-regressive      118
Auto-regressive model with exogenous input      119
Auto-regressive moving average      120
Auto-regressive moving average model with eXogenous input      120
Auto-tuning      431
Average run length      440
Average run length function      29
Bayes' rule      92
Bearing only sensors      329
Bearings only tracking      334
BER      154
Bernoulli variables      235
Bias error      144 298 429
BIC      125 241
Bierman's UD factorization      190
Binary phase shift keying      153
Bit error rate      154
Blind equalization      5 115 382 390
Blind equalization algorithm      166
BPSK      153
Brandt's GLR method      212
Burn-in time      438
Causal      427
Causal Wiener filter      463
CE estimate      399
central fusion      307
Change detection      58
Change in the mean      34
Change in the mean model      58 471
Change in the variance model      472
Change point estimation      89 102
Change time      58
Changing regression      233
Changing regression, a posteriori probability      235
Changing regression, generalized likelihood      235
Changing regression, marginalized likelihood      235
Changing regression, state space model      233
Clutter      330
cm      457
CMA      165
CMV      457
Compensation      346
Conditional expectation      62
Conditional mean      457
Conditional mean estimate      457
Conditional minimum variance      457
Confidence region      399
Constant modulus algorithm      165
Coordinated turns      271
Correct past decisions      159
CPD      159
Curse of dimensionality      90 232
CUSUM      65
Cut off branches      385
Dead-beat observer      413
Decentralized filters      311
Decentralized fusion      307
Decision directed      165
Decision error      158
Decision feedback equalizer      158
Decision-directed feedback      390
Decoupling      405
Dedicated observer      406
Delay for detection      440
Density function, linear regression off-line      196
Density function, on-line      195
Design parameters, local search      245
Detection      6 381 389
Detection-estimation algorithm      391
Deterministic disturbance      404
Deterministic least squares      122
DFD      440
DGPS      341
Diagnosis      6 218 475
Diagnosis, medical example      173
Differential GPS      341
Digital communication      114
Distance function      403
Distance measure      19 64 76 86 211 324
Divergence      296
Divergence test      209 213
Divergence, Kalman filter      324
Double talk      229
Dynamic programming      90 233
Echo path change      229
em      391
Equalization      114 153 382 390
Equalizer      153
Equalizer, decision feedback      158
Equalizer, linear      155
Equalizer, minimum variance      160
Equalizer, Viterbi      160
Equalizer, zero forcing      159
Estimation      58
example      See signals
Excessive mean square error      145
Expectation maximization      391
Exponential forgetting window      59
Extended Kalman filters      316
Extended least squares      121 129
Factorial      85
Failure signature matrix      351
False alarm rate      28 440
FAR      28 440
Far-field scattering      118
Fault decoupling      405
Fault detection      6 475
Fault isolation      18
FDI      6
Filtered-input LMS      168
Filtered-X LMS      168
Filtering      59
Final prediction error      124
Finite impulse response      37 117 428
Finite moving average      59
FIR      37 117 428 472
FMA      59
Forgetting factor      9 61 138
Forward dynamic programming      162
Forward-backward      292
FPE      124
Frequency selective fading      117
Fusion filter      311
Fusion formula      311
Gamma distribution      85
Gamma function      85 401
Gauss — Newton algorithm      129
Gaussian mixture      379 383 438
Generalized likelihood changing regression      235 240
Generalized likelihood ratio      87 209 345
Generalized observer      406 413
Generalized pseudo Bayes      391
Generalized pseudo-Bayesian      388
Generalized Viterbi algorithm      390
Geometric moving average      59
Gibbs change detection algorithm      394
Gibbs sampler      392
Gibbs sampling      438
Gibbs —Metropolis change detection algorithm      392
GLR      87 209 345
GLR algorithm      350
GMA      59
Godard      165
GPB      388
GPS      337
Hankel matrix      404
Heisenberg's uncertainty      140
Hidden Markov model      142
Hilbert space      453
Hyper model      274
Hypothesis test, $\chi^2$      65 79 217
Hypothesis test, Gaussian      79
i.i.d      437
IIR      428
IMM      389
Inertial navigation system      307
Infinite impulse response      428
Information criterion A      125
Information criterion B      125
Information filter      312
Input estimator      344
Input observer      344 406
INS      307
Inter-symbol interference      153
Interacting multiple model      391
Inverse system identification      114
Inverse Wishart      223
ISI      153
Isolation      6 45 218 405
Iterated Kalman filter      317
Jensen's inequality      430
Jerk model      270
Jump linear model      384
Jumping regression      234
k-step ahead prediction      428
Kalman filter      11 15 62
Kalman filter, iterated      317
Kalman filter, scale invariance      400
Kalman smoother      467
Kullback discrimination information      212
Kullback divergence      212
Law of total probability      399
Leaky      136
Leaky LMS      136
Leaky, sign data      136
Leaky, sign error      136
Leaky, sign-sign      136
Learning curves      126
Least mean square      11 61 134
Least squares      60
Least squares over sliding window      11
Least squares, deterministic      122
Least squares, stochastic      122
Likelihood changing regression      235
Likelihood ratio      75 208 345
Likelihood state change      362
Lindley's paradox      239
Linear equalizer      155
Linear estimators      62
Linear filter      427
Linear regression      115 472
Linear regression, state space model      233
Linear regressions      370
LLR      208
LMS      61 134 391
Local approach      205 210 214
Local scattering      117
Local search      386
Local search, design parameters      245
Log likelihood ratio      208
Long term prediction      188
Loss function      207
LQG      6
LR      75 208 345
Luenberger observers      410
MAP      92 235 457
MAP estimate state      397 399
Maple      317 321
MAPSD      395
Marginalization      400
Marginalized likelihood ratio      345 353
Marginalized likelihood, changing regression      235
Markov chain      384
Markov chain Monte Carlo      101 438
Markov models      391
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