Ahmad Gomaa

electric circuits estimation theory network theorems ac delta-star transformation node voltage method solved problems solved problems in circuits superposition theory loop-current method norton theory dc part thevenin theorey least squares estimation thevenin theorem maximum power transfer theorem loop analysis node analysis maximum likelihood estimation mmse norton theorem cramer-rao lower bound crlb linear least squares mesh analysis dc cramer-rao lower bound for vector parameter bayesian estimation reciprocity theorem compensation theorem classical estimation conditional expectation loop current method superposition non-ideal sources voltage source to current source electronics current source to voltage source superposition theorem rf impairments i/q imbalance single carrier subcarrier loading phase noise multicarrier modulation carrier frequency offset sc-fdma doppler papr ofdm unbiased estimators estimation class signal processing fisher information transformation of parameters signals in white gaussian noise ohm's law kirchhoff's law kcl circuits series and parallel connections kvl source transformation power banalnce pi-tee transformation ml for vector parameter ml of functions of parameters invariance property of mle joint ml estimation joint ml estimation of sinusoidal parameters weighted least squares geometrical interpretation of linear least squares vector space orthogonal subspaces vector subspace null subspaces properties of projection matrices linear algebra projection matrices constrained linear least squares reduced model numerical solution of non-linear least squares non-linear device modeling using least squares mmse in the linear model conditional density function bivariate gaussian density function contours of pdfs gaussian density function conditional mean and variance compensation theorems reciprocity theorems examples on reciprocity theorem power efficiency input resistance problems in circuits thevenin theory project circuit simulation curve fitting fourier analysis in gaussian noise spectral estimation fim system identification fisher information matrix linear model blue best linear unbiased estimator coil capacitor mean and variance ml estimation asymptotic property of mle phase ml estimation consistency property of mle