Dissertation > Excellent graduate degree dissertation topics show

Localization Technology of Ground Radiation Source for Anti-radiation Missile

Author: MaChunShi
Tutor: LuZaiQi;FanHongQi
School: National University of Defense Science and Technology
Course: Information and Communication Engineering
Keywords: target tracking passive localization anti-radiation high observation rate observability nonlinear filtering motion uncertainty forward prediction clutter echo ranging
CLC: TN974
Type: Master's thesis
Year: 2011
Downloads: 60
Quote: 0
Read: Download Dissertation

Abstract


Bearing-only tracking (BOT) is an important part of passive localization, which relies on receiving external radiation signal to accomplish target localization and state estimation. It has been widely used in the fields of early warning, anti-radiation and other fields in complex battlefield environment because of its advantage of concealment. Observability is the most important factor in BOT. Degree of observability badly declines due to low observation accuracy and platform motion at a high observation rate, which degrades the filtering performance. For this case, BOT algorithms at a high observation rate have been discussed in this thesis, which are supported by the requirements of industry and based on the principles of BOT. The results of the researches mainly involve:1. The principles of BOT, including the observability of nonlinear system and the traditional algorithms of nonlinear filtering, have been introduced and analysed. Extended Kalman filter algorithm, unscented Kalman filter algorithm, particle filter algorithm and interactive multiple model algorithm which resolves the target motion uncertainty effectively are simulated.2. According to high observation rate, BOT algorithms are researched and a BOT algorithm based on sliding window n-step forward prediction is proposed. Sliding window n-step forward prediction can augment the interval, enhance the degree of observability efficiently and enhance the stability of the system. So, it improves the performance of BOT filter accuracy and stability at a high observation rate without reducing the data rate.3. According to high observation rate, BOT algorithms based on clutter echo ranging are researched and a algorithm based on slant range measurement is proposed. This algorithm accomplishes the distance between missile and radiation source through clutter echo of active radar and the angle which is measured by passive radar. It can enhance the degree of observability efficiently and improve the performance of filter though integrating the distance into BOT filter at a high observation rate. The proposed algorithm has good accuracy and stability at a high observation rate, and performs efficiently in practice.Compared to traditional algorithms of nonlinear filtering, the proposed algorithms have good accuracy and stability, and are suitable for application at a high observation rate. The proposed algorithms satisfy the requirements in practice. And the proposed algorithms are significant for target localization precisely, accurate state estimation of radiation source and parameters scheduled when active radar works.

Related Dissertations

  1. Research on Autonomous Navigation Method of Interplanetary Flight,V448.224
  2. Research on Transfer Alignment of the Missile Onboard the Aircraft,V249.322
  3. Maneuver Detection and Tracking with the Radar Rate Measurement,TN953
  4. The Maneuvering Target Tracking Research Based on VRPF,TN957.52
  5. Research on Multi-Sensor Embattling and Continious Tracking Technique Applying for Anti-Stealth and Anti-Interference,TN953
  6. Exact Observability of Stochastic Time-Varing Systems and Weak Stability of Discrere-Time Stochastic Time-Invariant Systems,O231
  7. Research on Target Location and Tracking Algorithm in Wireless Sensor Networks,TN929.5
  8. Dynamic Output Feedback Stabilization and Robust Stabilization of a Class of Affine Nonlinear Singular Systems,TP13
  9. The Study on the Technology of Airborne Radar Anti-jamming,TN974
  10. The Analysis of Controllability, Observability and Stability of Discrete Non-square Singular Systems,TP13
  11. Algorithm Analysis about Traget Tracking in Wireless Sensor Network,TN929.5
  12. The Research of Kalman Filter Based on Neural Network,TN911.7
  13. The Research on the Target Localization and Tracking Based on WSN,TN929.5
  14. The Transmembrane Fusion Protein of MnSOD Clone Expression and Function Study,Q78
  15. Sky background infrared small target detection and tracking algorithm,TN215
  16. Research on Moving Object Retrieval for Video Surveillance,TP391.41
  17. Research of Moving Object Detection and Tracking Technology,TP391.41
  18. Object Detection and Tracking in Video Image,TP391.41
  19. Pedestrian Detection and Tracking Technology of Vehicle Infrared Image,TP391.41
  20. Research on Target Tracking Algorithms Based on Particle Filter Method,TP391.41
  21. The Research on Localization and Target Tracking in Wireless Sensor Network,TN929.5

CLC: > Industrial Technology > Radio electronics, telecommunications technology > Electronic warfare ( jamming and anti - jamming ) > Radar electronic countermeasures
© 2012 www.DissertationTopic.Net  Mobile