• Acta Optica Sinica
  • Vol. 38, Issue 12, 1204001 (2018)
Tian Kou1、*, Zhongliang Zhou1, Hongqiang Liu1, Yuanzhi Yang1, and Chengwei Ruan2
Author Affiliations
  • 1 Aeronautics Engineering College, Air Force Engineering University, Xi'an, Shaanxi 710038, China
  • 2 No. 95910 Troop, People's Liberation Army, Jiuquan, Gansu 735305, China
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    DOI: 10.3788/AOS201838.1204001 Cite this Article Set citation alerts
    Tian Kou, Zhongliang Zhou, Hongqiang Liu, Yuanzhi Yang, Chengwei Ruan. Dual-Color-Ratio-Feature Spatial Characteristics and Recognition of Aerial Point Target Maneuvering Modes[J]. Acta Optica Sinica, 2018, 38(12): 1204001 Copy Citation Text show less
    Relative position relationship between airborne detector and target
    Fig. 1. Relative position relationship between airborne detector and target
    Schematic of migration of feature space
    Fig. 2. Schematic of migration of feature space
    Dual-color-ratio-feature point distribution under maneuvering mode
    Fig. 3. Dual-color-ratio-feature point distribution under maneuvering mode
    Migration process of feature space under maneuvering mode
    Fig. 4. Migration process of feature space under maneuvering mode
    (a) Two-dimensional motion tracks of target and airborne detector; (b) target lateral overloading versus time; (c) target attitude angle versus time; (d) dual-color-ratio-feature versus target attitude angle and lateral overloading
    Fig. 5. (a) Two-dimensional motion tracks of target and airborne detector; (b) target lateral overloading versus time; (c) target attitude angle versus time; (d) dual-color-ratio-feature versus target attitude angle and lateral overloading
    Dual-color-ratio-feature point distribution under quarter turn maneuver
    Fig. 6. Dual-color-ratio-feature point distribution under quarter turn maneuver
    Gauss mixture distributions of dual-color-ratio-feature sub-space under different variations of target attitude angle. (a) Δα=50.34°; (b) Δα=36.16°; (c) Δα=14.23°; (d) Δα=3.52°
    Fig. 7. Gauss mixture distributions of dual-color-ratio-feature sub-space under different variations of target attitude angle. (a) Δα=50.34°; (b) Δα=36.16°; (c) Δα=14.23°; (d) Δα=3.52°
    Sequential dual-color-ratio-feature point distribution under linear motion
    Fig. 8. Sequential dual-color-ratio-feature point distribution under linear motion
    Gauss mixture distributions of sequential dual-color-ratio-feature sub-space under linear motion. (a) Before adjacent feature sub-spaces merged; (b) after adjacent feature sub-spaces merged
    Fig. 9. Gauss mixture distributions of sequential dual-color-ratio-feature sub-space under linear motion. (a) Before adjacent feature sub-spaces merged; (b) after adjacent feature sub-spaces merged
    Sequential dual-color-ratio-feature point distribution under quarter turn maneuver
    Fig. 10. Sequential dual-color-ratio-feature point distribution under quarter turn maneuver
    Gauss mixture distributions of sequential dual-color-ratio-feature sub-space under quarter turn maneuver. (a) Before adjacent feature sub-spaces merged; (b) after adjacent feature sub-spaces merged
    Fig. 11. Gauss mixture distributions of sequential dual-color-ratio-feature sub-space under quarter turn maneuver. (a) Before adjacent feature sub-spaces merged; (b) after adjacent feature sub-spaces merged
    Sequential dual-color-ratio-feature point distribution under circle maneuver
    Fig. 12. Sequential dual-color-ratio-feature point distribution under circle maneuver
    Gauss mixture distribution of sequential dual-color-ratio-feature sub-space under circle maneuver
    Fig. 13. Gauss mixture distribution of sequential dual-color-ratio-feature sub-space under circle maneuver
    Maneuvering modeAverage recognition rateAverage time /s
    Head-on linear maneuver0.990.077
    Rear-end linear maneuver1.000.075
    Head-on 90° angle turn0.870.070
    Rear-end 90° angle turn0.940.073
    Head-on snake maneuver0.960.081
    Rear-end snake maneuver0.950.082
    Circle maneuver0.960.082
    Head-on pull up0.880.071
    Head-on swoop down0.850.073
    “8-based” maneuver0.880.095
    Head-on 180° angle turn0.900.086
    Rear-end 180° angle turn0.910.087
    Table 1. Recognition rate of different maneuvering modes of point target
    Tian Kou, Zhongliang Zhou, Hongqiang Liu, Yuanzhi Yang, Chengwei Ruan. Dual-Color-Ratio-Feature Spatial Characteristics and Recognition of Aerial Point Target Maneuvering Modes[J]. Acta Optica Sinica, 2018, 38(12): 1204001
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