传感技术学报
傳感技術學報
전감기술학보
Journal of Transduction Technology
2014年
10期
1355-1362
,共8页
王丽萍%李醒飞%吴腾飞%纪越%徐梦洁%陈诚
王麗萍%李醒飛%吳騰飛%紀越%徐夢潔%陳誠
왕려평%리성비%오등비%기월%서몽길%진성
磁流体陀螺%微弱信号%小波去噪%自相关%自适应阈值
磁流體陀螺%微弱信號%小波去譟%自相關%自適應閾值
자류체타라%미약신호%소파거조%자상관%자괄응역치
magnetofluid gyroscope%weak signal%wavelet denoising%self ̄correlation%Adaptive Threshold
新型磁流体陀螺可以同时满足卫星微角颤振在轨测量的亚微弧度测量精度及千赫兹带宽的技术要求,优于当前卫星系统中所用陀螺,是用于卫星微角颤振测量的理想传感器。但是其输出信号极其微弱并且淹没在大量噪声中导致无法有效地实现检测角速度的功能。提出了一种基于自相关的小波阈值去噪算法提取微弱信号。该方法通过计算小波分解各层细节分量的自相关系数,自动确定最优小波分解层数,并通过该自相关系数选择最优去噪阈值。对传统阈值去噪算法与所提出的改进小波算法进行了对比实验,实验结果表明该方法能将输出信号信噪比提高7 dB~10 dB,适用于所设计的磁流体陀螺微弱信号的检测提取。
新型磁流體陀螺可以同時滿足衛星微角顫振在軌測量的亞微弧度測量精度及韆赫玆帶寬的技術要求,優于噹前衛星繫統中所用陀螺,是用于衛星微角顫振測量的理想傳感器。但是其輸齣信號極其微弱併且淹沒在大量譟聲中導緻無法有效地實現檢測角速度的功能。提齣瞭一種基于自相關的小波閾值去譟算法提取微弱信號。該方法通過計算小波分解各層細節分量的自相關繫數,自動確定最優小波分解層數,併通過該自相關繫數選擇最優去譟閾值。對傳統閾值去譟算法與所提齣的改進小波算法進行瞭對比實驗,實驗結果錶明該方法能將輸齣信號信譟比提高7 dB~10 dB,適用于所設計的磁流體陀螺微弱信號的檢測提取。
신형자류체타라가이동시만족위성미각전진재궤측량적아미호도측량정도급천혁자대관적기술요구,우우당전위성계통중소용타라,시용우위성미각전진측량적이상전감기。단시기수출신호겁기미약병차엄몰재대량조성중도치무법유효지실현검측각속도적공능。제출료일충기우자상관적소파역치거조산법제취미약신호。해방법통과계산소파분해각층세절분량적자상관계수,자동학정최우소파분해층수,병통과해자상관계수선택최우거조역치。대전통역치거조산법여소제출적개진소파산법진행료대비실험,실험결과표명해방법능장수출신호신조비제고7 dB~10 dB,괄용우소설계적자류체타라미약신호적검측제취。
New magnetofluid gyroscope which is superior to the gyroscope used in the current satellite system can meet the technical requirements of the submicron measurement accuracy and the kHz bandwidth in the In ̄orbit measurement of the satellite micro angle vibration,It’s an ideal sensor widely used in measurement of satellite micro angle vibration. But its output signal which is drowned into a lot of noise is so weak that the angular velocity can’t be detected effectively.A wavelet denoising method is proposed using self ̄correlation to extract the weak signal. This method can choose the optimal wavelet decomposition level and denoising threshold based on the self ̄correlation co ̄efficient of the detail components. A comparative experiment was made between the traditional wavelet denoising method and the method proposed in this paper. The results show that the SNR of the output signal could be im ̄proved by 7 dB~10 dB and it is suitable for the weak signal detection of the magnetofluid gyroscope.