Nonlinear Signal-Correction Observer and Application to UAV Navigation

作者: Xinhua Wang , Weicheng Wang

DOI: 10.1109/TIE.2018.2860540

关键词: SignalGlobal Positioning SystemComputer scienceControl theoryObservational errorNonlinear systemPosition (vector)Observer (quantum physics)AccelerationNoise (signal processing)

摘要: In this paper, a nonlinear signal-correction observer (NSCO) is presented for signals correction and estimation, which not only can reject the position measurement error, but also unknown velocity be estimated, in spite of existence large error intense stochastic non-Gaussian noise. For method, signal required to bounded. The NSCO developed position/acceleration integration, it applied an unmanned aerial vehicle (UAV) navigation: Based on NSCO, flying quadrotor UAV are estimated. An experiment conducted demonstrate effectiveness proposed method.

参考文章(28)
Zhiqiang Pu, Ruyi Yuan, Jianqiang Yi, Xiangmin Tan, A Class of Adaptive Extended State Observers for Nonlinear Disturbed Systems IEEE Transactions on Industrial Electronics. ,vol. 62, pp. 5858- 5869 ,(2015) , 10.1109/TIE.2015.2448060
Manal K. Jalloul, Mohamad Adnan Al-Alaoui, Design of recursive digital integrators and differentiators using particle swarm optimization International Journal of Circuit Theory and Applications. ,vol. 44, pp. 948- 967 ,(2016) , 10.1002/CTA.2115
Sanjay P. Bhat, Dennis S. Bernstein, Finite-Time Stability of Continuous Autonomous Systems Siam Journal on Control and Optimization. ,vol. 38, pp. 751- 766 ,(2000) , 10.1137/S0363012997321358
Luis Rodolfo Garcia Carrillo, Isabelle Fantoni, Eduardo Rondon, Alejandro Dzul, Three-dimensional position and velocity regulation of a quad-rotorcraft using optical flow IEEE Transactions on Aerospace and Electronic Systems. ,vol. 51, pp. 358- 371 ,(2015) , 10.1109/TAES.2014.130607
D. A. Mercado, G. Flores, P. Castillo, J. Escareno, R. Lozano, GPS/INS/optic flow data fusion for position and Velocity estimation international conference on unmanned aircraft systems. pp. 486- 491 ,(2013) , 10.1109/ICUAS.2013.6564724
Francois Auger, Mickael Hilairet, Josep M. Guerrero, Eric Monmasson, Teresa Orlowska-Kowalska, Seiichiro Katsura, Industrial Applications of the Kalman Filter: A Review IEEE Transactions on Industrial Electronics. ,vol. 60, pp. 5458- 5471 ,(2013) , 10.1109/TIE.2012.2236994
Kenneth D. Sebesta, Nicolas Boizot, A Real-Time Adaptive High-Gain EKF, Applied to a Quadcopter Inertial Navigation System IEEE Transactions on Industrial Electronics. ,vol. 61, pp. 495- 503 ,(2014) , 10.1109/TIE.2013.2253063
Mamoun F. Abdel-Hafez, Detection of Bias in GPS Satellites' Measurements: A Probability Ratio Test Formulation IEEE Transactions on Control Systems and Technology. ,vol. 22, pp. 1166- 1173 ,(2014) , 10.1109/TCST.2013.2267093
Mohammad A. Khosravi, Hamid D. Taghirad, Dynamic Modeling and Control of Parallel Robots With Elastic Cables: Singular Perturbation Approach IEEE Transactions on Robotics. ,vol. 30, pp. 694- 704 ,(2014) , 10.1109/TRO.2014.2298057