摘要
研究了基于D-S证据理论的多传感器信息融合算法,提出一种基于D-S理论的推广方法来解决融合信息的证据冲突问题,并将其用于红外成像/毫米波复合制导系统来进行目标识别的决策信息融合,结果比较理想,能够有效地化解证据间的冲突问题,提高识别系统的可靠性与准确度。
The algorithms of multi-sensors information fusion is studied here based on dempster-shafer theory. An extended approach for dempster-shafer theory is put forward to solve the evidence conflict problem of information fusion which is used for compound guidance system of infrared imaging and millimeter wave. The result of target recognition is ideal. It shows that the extended approach can dissolve the conflict problems between the evidences effectively.
出处
《探测与控制学报》
CSCD
北大核心
2007年第1期76-79,共4页
Journal of Detection & Control
基金
陕西自然科学基金资助(2004F19)
关键词
信息融合
D—S证据理论
矛盾冲突
复合制导
目标识别
information fusion
dempster-shafer theory
contradiction conflict
compound control and guidance
target recognition
