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Advanced Digital Signal Processing and Noise Reduction by Saeed V. Vaseghi PDF

By Saeed V. Vaseghi

sign processing performs an more and more important function within the improvement of contemporary telecommunication and data processing platforms, with a variety of purposes in parts corresponding to multimedia expertise, audio-visual sign processing, mobile cellular communique, radar structures and fiscal facts forecasting. the speculation and alertness of sign processing offers with the id, modelling and utilisation of styles and buildings in a sign procedure. The remark signs are frequently distorted, incomplete and noisy and as a result, noise aid and the removing of channel distortion is a vital a part of a sign processing system.

complex electronic sign Processing and Noise aid, 3rd version, presents an absolutely up-to-date and established presentation of the speculation and purposes of statistical sign processing and noise aid tools. Noise is the everlasting bane of communications engineers, who're consistently striving to discover new how one can increase the signal-to-noise ratio in communications platforms and this source might help them with this task.
* gains new chapters on Noise, Distortion and variety in cellular Environments and Noise aid tools for Speech Enhancement over Noisy cellular Devices.
* subject matters mentioned comprise: chance thought, Bayesian estimation and category, hidden Markov types, adaptive filters, multi-band linear prediction, spectral estimation, and impulsive and brief noise removal.
* Explores useful options to interpolation of lacking indications, echo cancellation, impulsive and temporary noise elimination, channel equalisation, HMM-based sign and noise decomposition.

this is often a useful textual content for senior undergraduates, postgraduates and researchers within the fields of electronic sign processing, telecommunications and statistical facts research. it is going to additionally attract engineers in telecommunications and audio and sign processing industries.

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Advanced Digital Signal Processing and Noise Reduction by Saeed V. Vaseghi

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