Computational scheme for MEMS inertial navigation system
First Claim
1. A method of updating three dimensional tracking of a platform by a micro-electro mechanical systems (MEMS) based INS, comprising the following steps of:
- numerically integrating Northerly, Easterly, and downward velocities to track Northerly, Easterly, and vertical displacement from a reference point along a local tangent plane about the reference point;
converting latitude and longitude into Northerly and Easterly displacement from the reference point using the Earth North-South and East-West curvatures computed for the reference point;
ignoring the Earth rotation and the rotation of the local tangent plane with respect to Earth since they are much smaller than MEMS gyro noise and bias; and
assuming the platform orientation conditions of;
−
90 (deg)<
pitch<
90 (deg)−
90 (deg)<
roll<
90 (deg)to reduce the number of parameters rectuired to track in a direction cosine matrix.
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Abstract
A computational scheme for an INS which utilizes micro-electro mechanical systems (MEMS) sensors resolves issues of unnecessarily large computational burden and numerical instability which happen in using conventional methods using high-end inertial sensors. The first aspect is to omit computing Earth radii of curvatures that were used in a high-frequency application. The second aspect is to ignore the Earth rotation and the rotation of the local tangent plane with respect to Earth which are much smaller than noise and bias in the MEMS sensor output. The last aspect is to assume that the absolute amount of the platform pitch and roll angles is less than 90 degrees. According to the aspects noted above, the computational load will be one-fourth of the conventional method without degradation of accuracy.
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Citations
7 Claims
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1. A method of updating three dimensional tracking of a platform by a micro-electro mechanical systems (MEMS) based INS, comprising the following steps of:
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numerically integrating Northerly, Easterly, and downward velocities to track Northerly, Easterly, and vertical displacement from a reference point along a local tangent plane about the reference point; converting latitude and longitude into Northerly and Easterly displacement from the reference point using the Earth North-South and East-West curvatures computed for the reference point; ignoring the Earth rotation and the rotation of the local tangent plane with respect to Earth since they are much smaller than MEMS gyro noise and bias; and assuming the platform orientation conditions of; −
90 (deg)<
pitch<
90 (deg)−
90 (deg)<
roll<
90 (deg)to reduce the number of parameters rectuired to track in a direction cosine matrix. - View Dependent Claims (2, 3)
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4. An integrated INS/GPS navigation system implementing micro-electro mechanical systems (MEMS) sensors for tracking a vehicle, comprising:
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an inertial navigation system (INS) having an inertial measurement unit (IMU) which incorporates MEMS sensors; a GPS (global positioning system) receiver which receives GPS satellite signals from a plurality of GPS satellites to produce GPS measurement output indicating an absolute position and velocity of the vehicle; a Kalman filter which combines outputs of the INS and the GPS receiver and performs a Kalman filter processing; and a processor which controls an overall operation of the navigation system including a simplified computation for position tracking; wherein said simplified computation is conducted by assuming that Earth is flat so as not to incorporate a radius of curvature of the Earth in the computation for tracking three-dimensional positions of the vehicle. - View Dependent Claims (5, 6, 7)
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Specification