Measurement Data Modeling and Parameter Estimation

Measurement Data Modeling and Parameter Estimation

by Zhengming Wang, Dongyun Yi, Xiaojun Duan, Jing Yao, Defeng Gu
Released April 2016
Publisher(s): CRC Press
ISBN: 9781439853795

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Book description

This book discusses the theories, methods, and application techniques of the measurement data mathematical modeling and parameter estimation. It seeks to build a bridge between mathematical theory and engineering practice in the measurement data processing field so theoretical researchers and technical engineers can communicate. It is organized with abundant materials, such as illustrations, tables, examples, and exercises. The authors create examples to apply mathematical theory innovatively to measurement and control engineering. Not only does this reference provide theoretical knowledge, it provides information on first hand experiences.

Table of contents

  1. Front Cover
  2. Contents (1/2)
  3. Contents (2/2)
  4. Preface
  5. Authors
  6. Chapter 1: Error Theory (1/8)
  7. Chapter 1: Error Theory (2/8)
  8. Chapter 1: Error Theory (3/8)
  9. Chapter 1: Error Theory (4/8)
  10. Chapter 1: Error Theory (5/8)
  11. Chapter 1: Error Theory (6/8)
  12. Chapter 1: Error Theory (7/8)
  13. Chapter 1: Error Theory (8/8)
  14. Chapter 2: Parametric Representations of Functions to Be Estimated (1/11)
  15. Chapter 2: Parametric Representations of Functions to Be Estimated (2/11)
  16. Chapter 2: Parametric Representations of Functions to Be Estimated (3/11)
  17. Chapter 2: Parametric Representations of Functions to Be Estimated (4/11)
  18. Chapter 2: Parametric Representations of Functions to Be Estimated (5/11)
  19. Chapter 2: Parametric Representations of Functions to Be Estimated (6/11)
  20. Chapter 2: Parametric Representations of Functions to Be Estimated (7/11)
  21. Chapter 2: Parametric Representations of Functions to Be Estimated (8/11)
  22. Chapter 2: Parametric Representations of Functions to Be Estimated (9/11)
  23. Chapter 2: Parametric Representations of Functions to Be Estimated (10/11)
  24. Chapter 2: Parametric Representations of Functions to Be Estimated (11/11)
  25. Chapter 3: Methods of Modern Regression Analysis (1/28)
  26. Chapter 3: Methods of Modern Regression Analysis (2/28)
  27. Chapter 3: Methods of Modern Regression Analysis (3/28)
  28. Chapter 3: Methods of Modern Regression Analysis (4/28)
  29. Chapter 3: Methods of Modern Regression Analysis (5/28)
  30. Chapter 3: Methods of Modern Regression Analysis (6/28)
  31. Chapter 3: Methods of Modern Regression Analysis (7/28)
  32. Chapter 3: Methods of Modern Regression Analysis (8/28)
  33. Chapter 3: Methods of Modern Regression Analysis (9/28)
  34. Chapter 3: Methods of Modern Regression Analysis (10/28)
  35. Chapter 3: Methods of Modern Regression Analysis (11/28)
  36. Chapter 3: Methods of Modern Regression Analysis (12/28)
  37. Chapter 3: Methods of Modern Regression Analysis (13/28)
  38. Chapter 3: Methods of Modern Regression Analysis (14/28)
  39. Chapter 3: Methods of Modern Regression Analysis (15/28)
  40. Chapter 3: Methods of Modern Regression Analysis (16/28)
  41. Chapter 3: Methods of Modern Regression Analysis (17/28)
  42. Chapter 3: Methods of Modern Regression Analysis (18/28)
  43. Chapter 3: Methods of Modern Regression Analysis (19/28)
  44. Chapter 3: Methods of Modern Regression Analysis (20/28)
  45. Chapter 3: Methods of Modern Regression Analysis (21/28)
  46. Chapter 3: Methods of Modern Regression Analysis (22/28)
  47. Chapter 3: Methods of Modern Regression Analysis (23/28)
  48. Chapter 3: Methods of Modern Regression Analysis (24/28)
  49. Chapter 3: Methods of Modern Regression Analysis (25/28)
  50. Chapter 3: Methods of Modern Regression Analysis (26/28)
  51. Chapter 3: Methods of Modern Regression Analysis (27/28)
  52. Chapter 3: Methods of Modern Regression Analysis (28/28)
  53. Chapter 4: Methods of Time Series Analysis (1/14)
  54. Chapter 4: Methods of Time Series Analysis (2/14)
  55. Chapter 4: Methods of Time Series Analysis (3/14)
  56. Chapter 4: Methods of Time Series Analysis (4/14)
  57. Chapter 4: Methods of Time Series Analysis (5/14)
  58. Chapter 4: Methods of Time Series Analysis (6/14)
  59. Chapter 4: Methods of Time Series Analysis (7/14)
  60. Chapter 4: Methods of Time Series Analysis (8/14)
  61. Chapter 4: Methods of Time Series Analysis (9/14)
  62. Chapter 4: Methods of Time Series Analysis (10/14)
  63. Chapter 4: Methods of Time Series Analysis (11/14)
  64. Chapter 4: Methods of Time Series Analysis (12/14)
  65. Chapter 4: Methods of Time Series Analysis (13/14)
  66. Chapter 4: Methods of Time Series Analysis (14/14)
  67. Chapter 5: Discrete-Time Kalman Filter (1/10)
  68. Chapter 5: Discrete-Time Kalman Filter (2/10)
  69. Chapter 5: Discrete-Time Kalman Filter (3/10)
  70. Chapter 5: Discrete-Time Kalman Filter (4/10)
  71. Chapter 5: Discrete-Time Kalman Filter (5/10)
  72. Chapter 5: Discrete-Time Kalman Filter (6/10)
  73. Chapter 5: Discrete-Time Kalman Filter (7/10)
  74. Chapter 5: Discrete-Time Kalman Filter (8/10)
  75. Chapter 5: Discrete-Time Kalman Filter (9/10)
  76. Chapter 5: Discrete-Time Kalman Filter (10/10)
  77. Chapter 6: Processing Data from Radar Measurements (1/21)
  78. Chapter 6: Processing Data from Radar Measurements (2/21)
  79. Chapter 6: Processing Data from Radar Measurements (3/21)
  80. Chapter 6: Processing Data from Radar Measurements (4/21)
  81. Chapter 6: Processing Data from Radar Measurements (5/21)
  82. Chapter 6: Processing Data from Radar Measurements (6/21)
  83. Chapter 6: Processing Data from Radar Measurements (7/21)
  84. Chapter 6: Processing Data from Radar Measurements (8/21)
  85. Chapter 6: Processing Data from Radar Measurements (9/21)
  86. Chapter 6: Processing Data from Radar Measurements (10/21)
  87. Chapter 6: Processing Data from Radar Measurements (11/21)
  88. Chapter 6: Processing Data from Radar Measurements (12/21)
  89. Chapter 6: Processing Data from Radar Measurements (13/21)
  90. Chapter 6: Processing Data from Radar Measurements (14/21)
  91. Chapter 6: Processing Data from Radar Measurements (15/21)
  92. Chapter 6: Processing Data from Radar Measurements (16/21)
  93. Chapter 6: Processing Data from Radar Measurements (17/21)
  94. Chapter 6: Processing Data from Radar Measurements (18/21)
  95. Chapter 6: Processing Data from Radar Measurements (19/21)
  96. Chapter 6: Processing Data from Radar Measurements (20/21)
  97. Chapter 6: Processing Data from Radar Measurements (21/21)
  98. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (1/10)
  99. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (2/10)
  100. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (3/10)
  101. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (4/10)
  102. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (5/10)
  103. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (6/10)
  104. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (7/10)
  105. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (8/10)
  106. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (9/10)
  107. Chapter 7: Precise Orbit Determination of LEO Satellites Based on Dual-Frequency GPS (10/10)
  108. Appendix 1: Matrix Formulas in Common Use (1/2)
  109. Appendix 1: Matrix Formulas in Common Use (2/2)
  110. Appendix 2: Distributions in Common Use (1/3)
  111. Appendix 2: Distributions in Common Use (2/3)
  112. Appendix 2: Distributions in Common Use (3/3)

Product information

  • Title: Measurement Data Modeling and Parameter Estimation
  • Author(s): Zhengming Wang, Dongyun Yi, Xiaojun Duan, Jing Yao, Defeng Gu
  • Release date: April 2016
  • Publisher(s): CRC Press
  • ISBN: 9781439853795