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Particle Filter Data Fusion Enhancements for MEMS-IMU/GPS 被引量:2
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作者 Yafei Ren Xizhen Ke 《Intelligent Information Management》 2010年第7期417-421,共5页
This research aims at enhancing the accuracy of navigation systems by integrating GPS and Mi-cro-Electro-Mechanical-System (MEMS) based inertial measurement units (IMU). Because of the conditions re-quired by the larg... This research aims at enhancing the accuracy of navigation systems by integrating GPS and Mi-cro-Electro-Mechanical-System (MEMS) based inertial measurement units (IMU). Because of the conditions re-quired by the large number of restrictions on empirical data, a conventional Extended Kalman Filtering (EKF) is limited to apply in navigation systems by integrating MEMS-IMU/GPS. In response to non-linear non-Gaussian dynamic models of the inertial sensors, the methods rely on a particle cloud representation of the filtering distribution which evolves through time using importance sampling and resampling ideas. Then Particle Filtering (PF) can be used to data fusion of the inertial information and real-time updates from the GPS location and speed of information accurately. The experiments show that PF as opposed to EKF is more effective in raising MEMS-IMU/GPS navigation system’s data integration accuracy. 展开更多
关键词 micro-electro-mechanical-system Particle Filter Data Fusion Extended KALMAN FILTERING
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Small MEMS smart antenna for software radio fuze
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作者 韩琦 徐立新 丛琳 《Journal of Beijing Institute of Technology》 EI CAS 2016年第2期159-163,共5页
The signal transceiver of the software radio fuze depends on the front-end radio frequency( RF) antenna. RF micro-electro-mechanical-system( MEMS) smart antennas have the capability of flexible beam rapid scanning,mul... The signal transceiver of the software radio fuze depends on the front-end radio frequency( RF) antenna. RF micro-electro-mechanical-system( MEMS) smart antennas have the capability of flexible beam rapid scanning,multi-beam forming and so on,which can improve the ability of detecting,sensing and tracking multiple targets of the fuze. The small RF MEMS smart antenna consists of a 2 × 2 aperture coupled antenna array and six 1-bit MEMS phase shifters. Simulated results demonstrate that the antenna can complete beam steering angles of ± 30° in both X and Y plane at 17. 3 GHz. All components can be fabricated and monolithically integrated with MEMS technology which causes the system low cost and small volume. The RF MEMS smart antenna presents a good and important prospect for the development of the software radio fuze antenna. 展开更多
关键词 SOFTWARE RADIO FUZE micro-electro-mechanical-system(MEMS)antenna smart ANTENNA monolithically-integrated
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Absorption Line Profile Recovery Based on TDLS and MEMS Micro-Mirror for Photoacoustic Gas Sensing
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作者 LI Li Norhana Arsad +3 位作者 George Stewart Deepak Uttamchandani Brian Culshaw WANG Yi-ding 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2011年第7期1814-1818,共5页
A novel and efficient absorption line recovery technique is presented.A micro-electromechanical systems(MEMS) mirror driven by an electrothermal actuator is used to generate laser intensity modulation through the mirr... A novel and efficient absorption line recovery technique is presented.A micro-electromechanical systems(MEMS) mirror driven by an electrothermal actuator is used to generate laser intensity modulation through the mirror reflection.Tunable diode laser spectroscopy(TDLS) and photoacoustic spectroscopy(PAS) are used to recover the target absorption line profile which is compared with the theoretical Voigt profile.The target gas is 0.01% acetylene(C2H2) in a nitrogen host gas.The laser diode wavelength is swept across the P17 absorption line of acetylene at 1 535.4 nm by a current ramp,and an erbium-doped fibre amplifier(EDFA) is used to enhance the optical intensity and increase the signal-to-noise ratio(SNR).A SNR of about 35 is obtained with 100 mW laser power from the EDFA.Good agreement is achieved between the experimental results and the theoretical simulation for the P17 absorption line profile. 展开更多
关键词 micro-electro-mechanical-systems(MEMS) Laser intensity modulation Absorption line profile recovery Tunable diode laser spectroscopy Photo-acoustic gas sensing
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