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Compensation for Nonlinearity in a Hammerstein System Using the Coherence Function With Application to Nonlinear Acoustic Echo CancellationIEEE Transactions on Signal Processing In Signal Processing, IEEE Transactions on [see also Acoustics, Speech, and Signal Processing, IEEE Transactions on], Vol. 55, No. 12. (December 2007), pp. 5853-5858.
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AbstractThis correspondence addresses compensation for nonlinearity in Hammerstein nonlinear systems. Specifically, we propose two predistortion methods that are based on coherence function criteria. The proposed methods carry out linearization without knowing the linear block in the Hammerstein system. This is particularly desirable for nonlinear acoustic echo cancellation applications, where dealing with the linear block can be computational cumbersome due to the long room acoustic impulse response.
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clipping cloaking closed-form cluster clustering cmos coalition code codeblock codec coded code-division coder coders codes codestream codestreams codeword codewords coding coding-power coefficient coefficients cognitive coherence coherent collision collusion color colored coloring color-space colour colouring combination combinatorics combined common communication communications compaction companding compensated compensation complement complementary complete complex complexity component components composite composition compound compounds compressed compression compressive computation computational computationally computer computer-assisted computer-mediated computing concealment concept condition conditional confidentiality congestion congestions connectivity connectivity- consensus conservation consistent constancy constrained constraint constraints construction consumer consumption content content-aware content-based contents context context-sensitive continuity continuous continuous-time contour contourlet contrast control controllers conversion convex coordinate coordinates co-processing copy copying copyright copyrighted copyrights correct correction correlated correlation corrupted corruption cosine cost counterattacks covariance cover-free covering covert cramer-rao crawling crest criteria criterion cropping cross cross-color cross-correlation cross-layer cross-sectional cryptanalysis cryptographic cryptographical cryptography ct cuboids cultured curvature curve custom cut cyclic cyclical darbellay-vajda darwinian data database databases datafile data-hiding dc dc-qim dct dct-based dct-like deblocking deblurring decision decision-aided decision-theoretic decoder decoding decomposition decompositions deconvolution decorrelation deencryption defined deformable degradation degraded degression deinterlacing delay delayless delays deletion delivery demand denfis deniability denoising density dependence dependency depoissonization depth deringing descent description descriptions descriptor design designs desynchronization detection detector deterministic deviation device dft diagnostic diagonalization difference difference-expansion differencing differential differentiated diffserv diffserv-based diffusion digit digital dii dilation direct directed direction directional direct-sequence direct-sequencespread-spectrum dirty disc disclosure discovery discrete discriminating disk dispersed-tone displacement displacements displays dispute dissipation distance distortion distortion-based distortion-compensated distortionless distortion-model-based distortion-robustness distortions distortion-to-noise distributed distributed-gaussian distribution distributions dither dithered dithering diversity division dnr document domain domatically dot-diffusion dot-gain double double-compression double-layered downlink downsampled downscaling dpc dpss drawing drift drm dropping dsc ds-cdma dsss dstft dual-tree dummy duplicate dvc dvd dwt dyadic dynamic dynamical ea echo echo-planar edge edge-based edgesegment education edu-mining effect effects efficiency efficient eigen-analysis-based eigenfunctions eigenmatrix eigenvalues el electromagnetic electronic electronics elementary elliptic embeddable embedded embedder embedding embedding-induced embedment emission enablers encapsulation enciphering encoded encoder encoding encrypting encryption endoscopy end-to-end energy engine engineering engines english enhanced enhancement enterprise entropy entropy-based environment environments equalization equation equipment equivocation er erasable erasure erosion error error-concealment error-correction error-prone error-resilience error-resilient errors estimation estimator euclidean evaluation evolutionary exhaustive expandable expansion expectation expectation-maximisation expectation-maximization experience experiment experts exponent exponents exposure expressions extended extension extraction face factor factorization factorizations fading 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graphics graphs gray gray-scale grid group group-based grouping guarantees guided h263 h264 h264avc h264-avc h264-avc-based haar hadamard halftone halftoning hammerstein hamming handling handshaking hard-cut hardware hash hash-based hash-counter-hash hash-dependent hashing hdr header heterogeneous heuristic heuristic-based hexagonal hex-splines hidden hiding hierarchical hierarchy high high-definition high-dimensional higher high-frequency high-order high-resolution hilbert hinfinity histogram histogram-based hoc home homogeneous homogenous host hsdpa http huber huffman human humans hvs hybrid hyperbolic hypothesis ibr ica ici icosahedron ict id ideal identification i-frames iid iir illicit image image-based image-decomposition image-processing imagery images image-to-image image-video imaging immune imperceptibility imperceptible implementation improved impulse in increase independent independent-identically index index-based indexing induced industrial industry inference infinite information information-theoretic informed infrastructures ink inpainting input input-multiple insertion instantaneous integer integer-to-integer integer-valued integral integration intelligence intensity interactive interband interchange interchip-interference interferenc interference interference-normalized interframe inter-frame international internet interoperable interpolation interpolator interpretation intersection interuser interval intra intraband intracoded intrauser invariance invariant invariants inverse invertible invisible ip ira irregular isometric iss issue ist iterative jitter jittering jnd joint jpeg jpeg2000 jpeg-2000 jscc-d just just-in-time k-anonymity karhunen karhunenloeve karhunen-loeve k-bit kernel key key-based keyframe keying keyword klt knowledge known knownchosen-plaintext known-plaintext kolmogorov labeling lan land laplacian lapped large larger lattice lattice-based lattices layer layered lc lcrs ldpc leakage learning least least-significant-bit least-squares lempel-ziv77 length level lex libraries lifting lifting-based light likelihood limited line linear linear-gradient lms load load-balancing local localization locally location location-based loeve log-polar log-radius lookup loss losses lossless lossy low low-bits low-complexity low-delay low-density low-frequency lowpass ls lsb lsp lut-rot lz77 mac machine machines macro-block magnetic magnification magnitude magnitudes mai maintenance management manifold manipulations map mapping maps marker markers marking masking mass massive match matched matches matching material matern mathematical mathematics matrices matrix maximal maximization maximum maximum-likelihood mc md mdc mdct mds mdst mean mean-square mean-squared mean-square-error-constrained measure measured measurement mechanism media media-aware median medical mel-frequency mellin member mesh mesh-based meshes message message-passing message-production method methods metric metrics micromirror micromirrors microscopy mimo minima minimal minimax minimization minimum mining minutia missing mitosis mixing mixture ml mmse mobile mobility model modeling modelling models modes modification modified modulation module molding moment moments monge-kantorovich monitoring more morphing morphological morphology morphology-based mos mosaicking mosp motion motion-adaptive motion-compensated motion-compensation movement moving mp3 mpeg mpeg-2 mpeg-4 mpeg-audio mpeg-video mri mse mtf multiband multi-band multicast multicastbroadcast multicast-broadcast multichannel multicollision multicomponent multidimensional multi-dimensional multikey multilayer multimedia multimessage multiobject multipath multiple multiple-access multiple-inputmultiple-output multiplexed multiplexing multiplication multiplication-free multiplicative multi-polarity multirate multiresolution multisignature multistage multiuser music musical mutual navigation n-dimensional near near-lossless neighborhood nested network networks neural news niobium nlms nlos node noise noiseless noise-robust noisy noncentric nonexpansive nongrouped nonideal nonidentical noninteger noniterative nonline nonlinear nonlinearity non-line-of-sight nonoverlapping nonsingular nonstationary no-reference normalization normalized norms noticeable np-complete nr number numerical object objective objects oblivious occa occam occlusion of ofdm offset oma on one one-bit one-dimensional online on-the-fly onto ontology open operation operations opinion opportunistic optical optical-flow optimal optimisation optimization optimized optimum ordered ordering orientation original orthogonal orthogonality orthogonalization orthogonally outer outliers out-of-band out-of-focus output over overcomplete over-complete overdetermined oversamping ownership packet packet-erasure packets packet-switching paired palette paper paradigm paradisi parallel parallelism parameter parametric parity parity-check partial participants partition partitioning paseval passes passive 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regional region-based regions registration regularity regularization regularization-based reinforcement relational relationship relative relatively relevance reliability remote removable removal rendering renyi reordering repeat repeat-accumulate repeats representation representations reproducibility requirements resampling resilience resilient resistance resistant resizing resolution resolution-scalable resonance resource response restoration restriction results resynchronization retransmission retrieval retrieving reversible review revision rf rgb right rightful rights ring ring-projection road robot robust robustness rotated rotation rotational rotation-invariance roughness routing rs rsa rss rst rto rule s salient sampled sampled-data samples sampling sar satellite saturation sawtooth scalability scalable scalar scale scaled scale-invariant scaling scattering scdft scheduler scheduling scheme schemes score scrambling scramblingdescrambling seamless search searching second-order secret secret-key secure security segc segmentation segregation selection selective self self-adaptive self-similarities semantic semantics-intensive semifragile semi-fragile semiregular sense sensing sensitive sensitivity sensor sensors separation sequence sequences sequential servers service services set set-membership sets set-theoretic setting sfm shadow shadowing shake shaking shannon shape shapes shares sharing sharpening shift shifted shift-invariant shifts shift-variant short shortest-path short-time shot side side-information side-match sight signal signal-dependent signaling signals signal-strength signal-strength-difference signal-to-interference-plus-noise signal-to-noise signature signatures significant similarity similarity-based simplified-egc simulation simulator simulators sine single singular sinr size size-limited skeletonized skin slepian-wolf slices small smooth smoothing smoothness software solid solution solving song source sourcechannel source-channel sources 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