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Information fusion method and system of multi-sensor system, computer device and medium

A multi-sensor and sensor technology, applied in computer components, user/computer interaction input/output, calculation, etc., can solve the problem of low accuracy of state estimation, high missed detection rate and false alarm rate, and inability to adapt to complex multi-sensor systems To achieve high effectiveness and feasibility, low missed detection rate and false alarm rate, and high state estimation accuracy

Active Publication Date: 2019-07-05
BOE TECH GRP CO LTD +1
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AI Technical Summary

Problems solved by technology

Existing information fusion methods for information multi-sensor systems are usually based on point-by-point detection-driven or single-layer detection-driven, state estimation accuracy is low, missed detection rate and false alarm rate are high, and cannot adapt to the complexity and large-scale of multi-sensor systems development trend

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  • Information fusion method and system of multi-sensor system, computer device and medium
  • Information fusion method and system of multi-sensor system, computer device and medium
  • Information fusion method and system of multi-sensor system, computer device and medium

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Embodiment Construction

[0051] In order to illustrate the present invention more clearly, the present invention will be further described below in conjunction with preferred embodiments and accompanying drawings. Similar parts in the figures are denoted by the same reference numerals. Those skilled in the art should understand that the content specifically described below is illustrative rather than restrictive, and should not limit the protection scope of the present invention.

[0052] Such as figure 1 As shown, an embodiment of the present invention provides a method for information fusion of a multi-sensor system, including:

[0053] Divide the signal time length into multiple time windows, and obtain the target sensor for information fusion in the current time window in the multi-sensor system; in a specific example, divide the signal time length into multiple time windows;

[0054] Divide the current time window into at least two sub-windows, and judge that the target sensor is in the current...

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Abstract

The invention discloses an information fusion method and system of a multi-sensor system, a computer device and a medium. A specific embodiment of the method comprises the steps of dividing a signal time length into a plurality of time windows, and obtaining a target sensor of a current time window; dividing the current time window into at least two sub-windows, judging whether the target sensor has a fault in the current time window or not according to the sum of the observation residual statistical property values of the target sensor at all moments in the current time window and a window preset chi-square distribution threshold; if yes, according to the time sequence of the sub-windows, judging the sub-windows where the faults of the preset chi-square distribution threshold values of the corresponding sub-windows are located sequentially according to the sum values in the sub-windows and the time sequence of the sub-windows, and judging the time when the faults occur moment by moment according to the characteristic values of all the moments in the sub-windows and the time preset chi-square distribution threshold values; and obtaining an information fusion result of the target sensor at the end moment of the current time window according to the fault condition of the target sensor in the current time window.

Description

technical field [0001] The invention relates to the field of sensor information processing. More specifically, it relates to a multi-sensor system information fusion method and system, computer equipment and media. Background technique [0002] AR / VR (Augmented Reality / Virtual Reality, Augmented Reality / Virtual Reality) systems, medical health sensor smart systems, target tracking systems, image and video retrieval systems and other complex systems are all multi-sensor systems, and various multi-sensor systems combine each When the information collected by the sensor is fused, information fusion technology needs to be used to complete it. At present, the information fusion technology of multi-sensor system has become a research hotspot, and the combination of nonlinear state estimation method and information fusion technology of multi-sensor system is getting higher and higher. The information fusion of multi-sensor system can make full use of the effective resources of mu...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06F3/01G16H40/20
CPCG06F3/011G16H40/20G06F18/251
Inventor 张亚男高晓娟石巍郭宝磊王耀东吴昊张晓萍谢晓波孙兴盼郑仰利印思琪姜永强周震国楊党李亦哲吴瀚毛先峰许梦兴樊斌孙宏轩
Owner BOE TECH GRP CO LTD
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