Professor Ali H. Sayed · electrical engineering department ee210a: adaptation and learning (a. h....
Transcript of Professor Ali H. Sayed · electrical engineering department ee210a: adaptation and learning (a. h....
ELECTRICAL ENGINEERING DEPARTMENT EE210A: ADAPTATION AND LEARNING (A. H. SAYED)
EE210A: Adaptation and Learning Professor Ali H. Sayed
ELECTRICAL ENGINEERING DEPARTMENT EE210A: ADAPTATION AND LEARNING (A. H. SAYED) 2
LECTURE #10
MEAN-SQUARE PERFORMANCE Sections in order: 15.1-15.4, 16.1-16.6, 19.3
ELECTRICAL ENGINEERING DEPARTMENT EE210A: ADAPTATION AND LEARNING (A. H. SAYED) 3
GRADIENT NOISE
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PERFORMANCE MEASURE
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PERFORMANCE MEASURE
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PERFORMANCE MEASURE
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STOCHASTIC EQUATIONS
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STOCHASTIC EQUATIONS
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EXCESS MEAN-SQUARE ERROR (EMSE)
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EXCESS MEAN-SQUARE ERROR (EMSE)
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STATIONARY DATA
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STATIONARY DATA
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STATIONARY DATA
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INDEPENDENCE RELATIONS
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INDEPENDENCE RELATIONS
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INDEPENDENCE RELATIONS
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EMSE
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EMSE
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ENERGY CONSERVATION
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ENERGY CONSERVATION
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ERROR RELATIONS
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PERFORMANCE METRICS
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ALGEBRAIC DERIVATION
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ALGEBRAIC DERIVATION
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ALGEBRAIC DERIVATION
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ENERGY CONSERVATION RELATION
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VARIANCE RELATION
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STEADY-STATE OPERATION
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STEADY-STATE PERFORMANCE
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STEADY-STATE PERFORMANCE
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VARIANCE RELATION
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MEAN-SQUARE ANALYSIS
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MEAN-SQUARE ANALYSIS
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APPLICATION TO LMS FILTER
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VARIANCE RELATION
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SMALL STEP-SIZES
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SEPARATION PRINCIPLE
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SEPARATION PRINCIPLE
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SIMULATION
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SEPARATION PRINCIPLE
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WHITE GAUSSIAN INPUT
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STEADY-STATE ASSUMPTION
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INDEPENDENCE ASSUMPTIONS
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INDEPENDENCE ASSUMPTIONS
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MEAN-SQUARE PERFORMANCE
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MEAN-SQUARE PERFORMANCE
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MEAN-SQUARE PERFORMANCE
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COMPLEX DATA
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REAL DATA
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RESULTS
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SIMULATION RESULTS
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SIMULATION RESULTS
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SIMULATION RESULTS
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SIMULATION RESULTS
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SIMULATION RESULTS
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