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Intelligent Applications for Heterogeneous System Modeling and Design

Book Description

Intelligent systems and related designs have become important instruments leading to profound innovations in automated control and interaction with computers and machines. Such systems depend upon established methods and tools for solving complex learning and decision-making problems under uncertain and continuously varying conditions. Intelligent Applications for Heterogeneous System Modeling and Design examines the latest developments in intelligent system engineering being used across industries with an emphasis on transportation, aviation, and medicine. Focusing on the latest trends in artificial intelligence, systems design and testing, and related topic areas, this publication is designed for use by engineers, IT specialists, academicians, and graduate-level students.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Book Series
    1. Mission
    2. Coverage
  5. Editorial Advisory Board
  6. List of Reviewers
  7. Preface
  8. Acknowledgment
  9. Section 1: HCI and Intelligent System Design
    1. Chapter 1: Intelligent Fighter Pilot Support for Distributed Unmanned and Manned Decision Making
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. THE DECISION SUPPORT SYSTEM
      5. SCENARIO AND EXAMPLE SITUATIONS
      6. THE JOINT COGNITIVE SYSTEMS VIEW
      7. HUMAN INTEROPERABILITY
      8. FUNCTION ALLOCATION
      9. DISCUSSION
      10. CONCLUSION
      11. ACKNOWLEDGMENT
      12. REFERENCES
    2. Chapter 2: Utilizing UML, cTLA, and SRN
      1. ABSTRACT
      2. INTRODUCTION
      3. DESCRIPTION OF THE PERFORMANCE MODELING FRAMEWORK
      4. CONCLUSION
      5. REFERENCES
      6. KEY TERMS AND DEFINITIONS
      7. APPENDIX A
      8. APPENDIX B
    3. Chapter 3: An EOG Signal based Framework to Control a Wheel Chair
      1. ABSTRACT
      2. INTRODUCTION
      3. OBJECTIVE OF THE WORK
      4. BACKGROUND
      5. BRIEF INTRODUCTION ON THE WHEELCHAIR MECHANISM SYSTEM
      6. PRIMARY MECHANISMS USED TO FIXATE ON OBJECTS
      7. ANATOMY BEHIND THE MOVEMENT OF HUMAN EYE
      8. MECHANISM OF ELECTROOCULOGRAM SIGNALS
      9. IMPLEMENTATION OF EOG
      10. COMPLETE STRUCTURE OF THE SYSTEM
      11. INITIAL EXPERIMENTAL SETUP
      12. CONTROL LOGIC STEPS FOR THE PRELIMINARY WORK USING A 10K POTENTIOMETER:
      13. CONTROL LOGIC STEPS FOR THE PRELIMINARY WORK USING SERVO AND DC MOTOR:
      14. PIN ASSIGNMENT
      15. EXPERIMENTAL SET UP USING Ag-AgCl ELECTRODES
      16. EXPERIMENTAL RESULTS AND DISCUSSIONS
      17. CONCLUSION
      18. THE VITAL ROLE OF THE WORK
      19. FUTURE PROSPECTS
      20. ACKNOWLEDGMENT
      21. REFERENCES
      22. KEY TERMS AND DEFINITIONS
    4. Chapter 4: Driverless Metro Train with Automatic Crowd Control System
      1. ABSTRACT
      2. INTRODUCTION
      3. RELATED WORK
      4. THEORETICAL BACKGROUND
      5. SYSTEM MODEL
      6. RESULTS AND DISCUSSIONS
      7. FUTURE WORK
      8. CONCLUSION
      9. REFERENCES
    5. Chapter 5: Design of a Power Aware Systolic Array based Support Vector Machine Classifier
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. THEORITICAL CONSIDERATIONS
      5. PROPOSED APPROACH
      6. RESULTS AND DISCUSSION
      7. CONCLUSION
      8. LIMITATION
      9. FUTURE DIRECTION
      10. REFERENCES
      11. KEY TERMS AND DEFINITIONS
    6. Chapter 6: Bloodless Technique to Detect Diabetes using Soft Computational Tool
      1. ABSTRACT
      2. INTRODUCTION
      3. DIABETIC RETINOPATHY
      4. ABNORMALITIES ASSOCIATED WITH THE EYE
      5. OVERVIEW OF THE DETECTION
      6. PROPOSED SYSTEM
      7. EXPERIMENTAL DETAILS AND RESULTS
      8. CONCLUSION
      9. REFERENCES
      10. KEY TERMS AND DEFINITIONS
  10. Section 2: Signal Processing
    1. Chapter 7: A Computer Based System for ECG Arrhythmia Classification
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. ARRHYTHMIA
      5. MIT-BIH DATABASE
      6. COMPUTER AIDED TECHNIQUES FOR ARRHYTHMIA CLASSIFICATION
      7. CONCLUSION
      8. FUTURE RESEARCH DIRECTIONS
      9. REFERENCES
      10. ADDITIONAL READING
      11. KEY TERMS AND DEFINITIONS
    2. Chapter 8: Eye Ball Detection Using Labview and Application for Design of Obstacle Detector
      1. ABSTRACT
      2. INTRODUCTION
      3. Image Processing Using LabVIEW
      4. Basic Blocks Of LabVIEW And Their Details Used In Eyeball Detection
      5. BUILD ARRAY FUNCTION
      6. DESIRE OUTPUT OF EYE BALL DETECTION USING PATTERN MATCHING USING LABVIEW
      7. SONAR
      8. Results and EXPERIMENTAL ANALYSIS
      9. CONCLUSION
      10. ACKNOWLEDGMENT
      11. REFERENCES
      12. KEY TERMS AND DEFINITIONS
    3. Chapter 9: An Approach for Automatic Detection and Grading of Macular Edema
      1. ABSTRACT
      2. INTRODUCTION
      3. FUNDUS PHOTOGRAPHY
      4. RETINOPATHY
      5. DIABETIC RETINOPATHY (DR)
      6. MACULAR EDEMA
      7. LITERATURE SURVEY
      8. LOCALIZATION OF ABNORMALITIES
      9. OPEN ISSUES AND MOTIVATION
      10. METHODS FOR AUTOMATED ANALYSIS OF MACULAR EDEMA
      11. PREPROCESSING
      12. BLOOD VESSEL REMOVAL
      13. OD DETECTION AND MASKING
      14. MATERIALS/ DATABASE USED
      15. RESULTS
      16. CONCLUSION
      17. REFERENCES
      18. ADDITIONAL READING
      19. KEY TERMS AND DEFINITIONS
    4. Chapter 10: Computer Assisted Methods for Retinal Image Classification
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. ROLE OF COMPUTER ASSISTED METHODS IN RETINAL IMAGE ANALYSIS: DETECTION OF EXUDATES AND GRADING OF MACULOPATHY
      5. CONCLUSION
      6. FUTURE RESEARCH DIRECTIONS
      7. REFERENCES
      8. ADDITIONAL READING
      9. KEY TERMS AND DEFINITIONS
    5. Chapter 11: A Review on Vision-Based Hand Gesture Recognition and Applications
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. HAND SEGMENTATION
      5. HAND TRACKING
      6. FEATURE EXTRACTION
      7. CLASSIFICATION
      8. APPLICATION OF HAND GESTURE RECOGNITION: AUTOMATIC SIGN LANGUAGE RECOGNITION
      9. KEY ISSUES
      10. CONCLUSION
      11. REFERENCES
      12. KEY TERMS AND DEFINITIONS
    6. Chapter 12: Acoustic Modeling of Speech Signal using Artificial Neural Network
      1. ABSTRACT
      2. INTRODUCTION
      3. ACOUSTIC MODELING OF SPEECH SIGNAL USING HMM AND GMM FOR ASR
      4. ANN FOR ACOUSTIC MODELING OF SPEECH SIGNAL
      5. CONCLUSION
      6. REFERENCES
      7. KEY TERMS AND DEFINITIONS
  11. Section 3: Communication
    1. Chapter 13: A New Coding Scheme for Data Security in RF based Wireless Communication
      1. ABSTRACT
      2. INTRODUCTION
      3. LITERATURE SURVEY
      4. DESCRIPTION OF THE COMPONENTS
      5. DECODER
      6. MOTORS
      7. PWM MODULES
      8. TIMERS
      9. BRUSHLESS DC MOTOR
      10. MOTOR CONTROL POWER SUPPLIES
      11. TRANSMITTER
      12. RECEIVER
      13. BLDC ESC
      14. THE MECHANICAL PLANE
      15. QUANTITATIVE ANALYTICAL EXPLANATION OF THE THEORETICAL MODELLING
      16. TECHNICAL DETAILS
      17. CONCLUSION
      18. FUTURE WORK
      19. REFERENCES
      20. KEY TERMS AND DEFINITIONS
    2. Chapter 14: Exploiting Power Line for Communication Purpose
      1. ABSTRACT
      2. INTRODUCTION
      3. POWER LINE COMMUNICATION UTILITIES
      4. THE POWER LINE GRID
      5. SALIENT FEATURES OF POWER LINE COMMUNICATION
      6. PROBLEMS WITH POWER LINE CHANNELS
      7. MITIGATION TECHNIQUES FOR A HARSH CHANNEL
      8. ISSUES AND CONTROVERSIES
      9. CURRENT RESEARCH AND FUTURE SCOPE
      10. SCOPE OF PLC IN INDIA
      11. CONCLUSION
      12. REFERENCES
      13. KEY TERMS AND DEFINITIONS
    3. Chapter 15: Different Aspects of Interleaving Techniques in Wireless Communication
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. THEORETICAL CONSIDERATION
      5. PROPOSED APPROACH
      6. RESULTS AND DISCUSSIONS
      7. CONCLUSION
      8. LIMITATION
      9. FUTURE DIRECTION
      10. REFERENCES
      11. KEY TERMS AND DEFINITIONS
  12. Compilation of References
  13. About the Contributors