The digital signal processing handbook

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Библиографические подробности
Другие авторы: Madisetti, Vijay (Редактор), Williams, Douglas B., 1962- (Редактор)
Формат: Livre papier
Язык:Anglais
Опубликовано: Boca Raton, Fla. : [New York] : CRC Press ; IEEE Press cop. 1998.
Серии:The electrical engineering handbook series
Предметы:
Autres localisations: Voir dans le Sudoc
Оглавление:
  • Section I. Signals and systems
  • 1. Fourier series, Fourier transforms, and the DFT
  • 2. Irdinary linear differential and difference equations
  • 3. Finite wordlength effects
  • Section II. Signal representation and quantization
  • 4. On dimensional sampling
  • 5. Analog-to-digital conversion architectures
  • 6. Quantization of discrete time signals
  • Section III. Fast algorithms and structures
  • 7. Fast Fourier transforms: a tutorial review and a state of the art
  • 8. Fast convolution and filtering
  • 9. Complexity theory of transforms in signal processing
  • 10. Fast matrix computations
  • Section IV. Digital filtering
  • 11. Digital filtering
  • Section V. Statistical signal processing
  • 12. Overview of statistiacal signal processing
  • 13. Signal detection and classification
  • 14. Spectrum estimation and modeling
  • 15. Estimation theory and algorithms: from Gauss to Wiener to Kalman
  • 16. Validation, testing, and noise modeling
  • 17. Cyclostationary signal analysis
  • Sectio VI. Adaptive filtering
  • 18. Introduction to adaptive filters
  • 19. Convergence issues in the LMS adaptive filter
  • 20. Robustness issues in adaptive filtering
  • 21. Recursive least-squares adaptive filters
  • 22. Transform domain adaptive filtering
  • 23. Adaptive IIR filter
  • 24. Adaptive filters for blind equalization
  • Section VII. Inverse problems and signal reconstruction
  • 25. Signal recoveyr from partial information
  • 26. Algorithms for computed tomography
  • 27. Robust speech processing as an inverse problem
  • 28. Inverse problems, statistical mechanics and simulated annealing
  • 29. Image recovery using the EM algorithm
  • 30. Inverse problems in array processing
  • 31. Channel equalization as a regularized inverse problem
  • 32. Inverse problems in microphone arrays
  • 33. Synthetic aperture radar algorithms
  • 34. Iterative image restoration algorithms
  • Section VIII. Time frequency and multirate signal processing
  • 35. Wavelets and filter banks
  • 36. Filter bank design
  • 37. Time-varying analysis-synthesis filter banks
  • 38. Lapped transforms
  • Section IX. Digital audio communications
  • 39. AUditory psychophysics for coding applications
  • 40. MPEG digital audio coding standards
  • 41. Digital audio coding; dolby AC-3
  • 42. The perceptual audio coder (PAC)
  • 43. Sony systems
  • Section X. Speech processing
  • 44. Speech production models and their digital implementations
  • 45. Speech coding
  • 46. Text-to-speech synthesis
  • 47. Speech recognition by machine
  • 48. SPeaker verification
  • 49. DSP implementations of speech processing
  • 50. Software tools for speech research and development
  • Section XI. Image and video processing
  • 51. Image processing fundamentals
  • 52. Still image compression
  • 53. Image and video restoration
  • 54. Video scanning format convrsion and motion estimation
  • 55. Video sequence compression
  • 56. Digital television
  • 57. Stereoscopic image processing
  • 58. A survey of image processing software and image databses
  • 59. VLSI architectures for image communications
  • Section XII. Sensor array processing
  • 60. Complex random variables and stochastic processes
  • 61. Beamforming techniques for spatial filtering
  • 62. Subspace-based direction finding methods
  • 63. ESPRIT and closed-form 2-D angle estimation with planar arrays
  • 64. A unified instrumental variable approach to direction finding in colored noise fields
  • 65. Electromagnetic vector-sensos array processing
  • 66. SUbspace tracking
  • 67. Detection: determining the number of sources
  • 68. Array processing for mobile communications
  • 69. Beamforming with correlated arrivals in mobile communications
  • 70. Space-time adaptive processing for airborne surveillance radar
  • Section XIII. Nonlinear and fractal signal processing
  • 71. Chaotic signals and signal processing
  • 72. Nonlinear maps
  • 73. Fractal signals
  • 74. Morphological signal and image processing
  • 75. Signal processing and communication with solitons
  • 76. Higher-order spectral analysis
  • Section XIV. DSP software and hardware
  • 77. Introduction to the TMS320 family of digital signal processors
  • 78. Rapid design and prototyping of DSP systems