CN102967870A - Fast iterative method of global position system (GPS) positioning - Google Patents
Fast iterative method of global position system (GPS) positioning Download PDFInfo
- Publication number
- CN102967870A CN102967870A CN201210441388XA CN201210441388A CN102967870A CN 102967870 A CN102967870 A CN 102967870A CN 201210441388X A CN201210441388X A CN 201210441388XA CN 201210441388 A CN201210441388 A CN 201210441388A CN 102967870 A CN102967870 A CN 102967870A
- Authority
- CN
- China
- Prior art keywords
- sigma
- positioning
- gps
- partiald
- location
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Landscapes
- Position Fixing By Use Of Radio Waves (AREA)
Abstract
The traditional global position system (GPS) positioning method, such as the method of Mohinder S. and the like, includes two steps: positioning initial position (error-free positioning) solving and inverse-matrix-based position iterative solving. The problem of the method is that error-free positioning obviously has no solution due to the fact that if the error-free positioning has solutions, four balls have to intersect at one point, errors are inevitable and the harsh requirement is hardly (zero probability) to meet. In positioning solving, inverse matrix operation is needed in each iteration, accordingly operation complexity is increased, operation time is prolonged, the final result cannot ensure that the quadratic sum of the distances of all satellites and corresponding pseudo-ranges reaches the minimum, and the minimum quadratic sum is the common standard in noise solving. The invention provides a novel GPS positioning method which includes a new positioning initial position solving method and a position iterative solving method not related to inverse matrix operation. The novel GPS positioning method reduces operation complexity, increases GPS positioning timeliness and enables GPS positioning to have wide application occasions.
Description
Technical field
The present invention relates to the iteratively faster method of a kind of GPS location.
Background technology
The position of four Navsats of note is (x
i, y
i, z
i), apart from anchor point (x
0, y
0, z
0) pseudorange be respectively R
i(i=1,2,3,4), then
ξ wherein
iThe expression pseudorange error.
There is the whole bag of tricks from system of equations (1), to find the solution position location (x
0, y
0, z
0).Take the people's such as Mohinder S. method as example, its method can be summarized as following two steps:
1. find the solution free from error orientation problem
Suppose that pseudorange is error free in the system of equations (1), namely
R
i 2=(x
i-x
0)
2+(y
i-y
0)
2+(z
i-z
0)
2 (i=1,2,3,4) (2)
Then have
R
i=x
i 2+y
i 2+z
i 2+x
0 2+y
0 2+z
0 2-2x
ix
0-2y
iy
0-2z
iz
0
Or
R
i-(x
i 2+y
i 2+z
i 2)+r
2=C
rr-2x
ix
0-2y
iy
0-2z
iz
0 (i=1,2,3,4)
X wherein
0 2+ y
0 2+ z
0 2=r
2+ C
Rr, r is earth radius, C
RrBe the clock jitter modified value.Obtain thus following system of equations:
AX=Y
Wherein
When matrix A is nonsingular, can solve thus
2. find the solution the aircraft orientation problem
Utilize Taylor exhibition formula to be with system of equations (2) approximate representation of clock jitter
Wherein
ξ
iBe Taylor exhibition formula error term, δ x=x-x
Nom,, δ y=y-y
Nom, δ z=z-z
NomObtain thus
So
Solution (x with free from error orientation problem
0y
0z
0)
TBe (x
Nomy
Nomz
Nom)
TInitial vector, utilize (3) can obtain the solution of orientation problem by interative computation.
There are the following problems for the people's such as Mohinder S. method:
Free from error orientation problem (2) obviously be one without the solution problem, because system of equations (2) has solution to mean that four balls must meet at a bit, for the requirement of harshness like this, as long as actual error exists, " hardly " (probability is zero) may have solution.Even add clock jitter modified value C
Rr, situation is still without any change.So C
RrAppearance not only meaningless, also can increase operand.
Find the solution in the iterative process of aircraft orientation problem, what each step was obtained all is the approximate coordinates of position of aircraft, but net result can not guarantee to reach minimum with the quadratic sum of the difference of each satellite distance and corresponding pseudorange, and the latter is the general standard of separating noise problem.
In addition, all there is the computing of finding the inverse matrix in two steps, both increased the complicacy of computing, also prolonged operation time.
Summary of the invention
Patent of the present invention proposes the iteratively faster method that a kind of new GPS locates, this brand-new GPS localization method does not need to carry out the inverse matrix computing, reduced the complicacy of computing, increased the real-time of GPS location and made it to have more more widely application scenario.
For solving the problems of the technologies described above, the present invention has adopted following technical scheme.
Method of the present invention comprises two steps, namely locates initial position (free from error location) and finds the solution iterative with the position.Location initial position solution procedure be at first obtain centered by four gps satellites, any three intersection point in four spheres that corresponding pseudorange is radius, with this initial position as the location, intersection point provides with the formula form.The method of position iterative is in the system of equations that consists of of three equations of position coordinates to be positioned that the coordinate substitution of initial position is derived in advance, utilizes this system of equations to carry out iterative.The condition that iterative process stops is that the distance of facing mutually between the position that twice iteration obtain is no more than some setting values (deciding on positioning accuracy request).
One of characteristics of the present invention are that the location initial position only needs the substitution Formula For Solving, and the position iterative does not relate to the inverse matrix computing, thereby simple operation, and locator data is real-time.Two of characteristics of the present invention are that the quadratic sum take the difference of each satellite distance and corresponding pseudorange reaches minimum as criterion in the solution procedure, thereby have improved bearing accuracy.
Description of drawings
Fig. 1 be centered by three gps satellites, corresponding pseudorange is the synoptic diagram of three spheres intersect of radius.L among the figure
12And l
13Represent respectively first and second spheres, the public secant of first and the 3rd spherical projection behind plane, three gps satellite places.The intersection point of three satellites is inevitable on through the intersection point of these two secants and the straight line vertical with plane, three gps satellite places.
Embodiment
1. method:
The position of four Navsats of note is (x
i, y
i, z
i), anchor point (x
0, y
0, z
0) pseudorange be respectively R
i(i=1,2,3,4), then
ξ wherein
iThe expression pseudorange error.Because the existence of pseudorange error, above-mentioned solving equations are actually " error sum of squares is a minimum " problem, it is minimum that the quadratic sum of the difference of the coordinate of the anchor point of namely obtaining and each satellite distance and corresponding pseudorange reaches, and represents to be exactly to ask (x with mathematical form
0, y
0, z
0), make
Reach minimum value.
1.1 the solution of minimum problems
Order
Namely
In like manner
Therefore obtain one about the elements of a fix (x
0, y
0, z
0) Nonlinear System of Equations
This Nonlinear System of Equations can not direct solution, but can find the solution with the interative computation method, and problem is that interative computation can not be avoided the local minimum problem.Yet, determine the overall situation minimum (minimum) or the key of local minimum is choosing of initial point.If global minimum " near " choose initial point and carry out interative computation, interative computation just can obtain global minimum; If but chose initial point in the zone away from global minimum, what interative computation obtained just might be local minizing point.And if choose initial point in the enough little neighborhood of global minimum, what interative computation obtained must be global minimum.Therefore as long as in the enough little neighborhood of global minimum, choose an initial point (x
0, y
0, z
0), carry out interative computation in the above-mentioned system of equations of substitution and just can obtain anchor point.
1.2 finding the solution of initial point
Remember that any three position in four Navsats is (x
i, y
i, z
i), the unit normal vector on this plane, three satellite places is
(x on this plane
2, y
2, z
2), (x
3, y
3, z
3) and (x
1, y
1, z
1) the line length that connects with the heart be designated as respectively R
12And R
13, public secant is designated as respectively l
12And l
13, they are designated as respectively A with the intersection point of corresponding line of centres
12And A
13, the coordinate that can obtain them is respectively
With
l
12And l
13Direction vector be respectively
r
12=r×(x
2-x
1,y
2-y
1,y
2-z
1)
With
r
13=r×(x
3-x
1,y
3-y
1,y
3-z
1)
So l
12And l
13Parametric equation be respectively A
12+ tr
12And A
13+ hr
13(t, h ∈ (∞ ,+∞)), thereby intersection point A satisfies following system of equations:
Separate this system of equations and get final product
R wherein
12(i), r
13(i), A
12(i), A
13(i) be i element of corresponding vector.Therefore the coordinate of A is
2. calculation procedure
1) calculates
r
12=r×(x
2-x
1,y
2-y
1,y
2-z
1)
r
13=r×(x
3-x
1,y
3-y
1,y
3-z
1)
2) with the elements of a fix (x
0, y
0, z
0) Nonlinear System of Equations be rewritten as following iterative equation group
For iterative process is set permissible error δ, and carry out following iteration:
2 °) calculate
3 °) if
Stop iteration;
4 °) value of k adds 1, returns 2 °).
The present invention not technology contents of detailed description is known technology.
Claims (4)
1. the iteratively faster method of GPS location, it is characterized in that: method comprises two steps, namely locates initial position and finds the solution iterative with the position; Location initial position solution procedure is: any three intersection point in four spheres that at first obtain centered by four gps satellites, corresponding pseudorange are radius, with this initial position as the location; The iterative process of position is: with the location the initial position substitution by the positioning equation group
In the iterative equation group that obtains, and carry out iteration according to iterative program; The condition that iterative process stops is that the distance of facing mutually between the position that twice iteration obtain is no more than some setting values (deciding on positioning accuracy request).
2. the iteratively faster method of GPS according to claim 1 location, it is characterized in that locating initial position only needs related data substitution formula
Find the solution, wherein (x
i, y
i, z
i) and R
i(i=1,2,3) are respectively three gps satellites and pseudorange, R
12And R
13Be respectively (x
2, y
2, z
2), (x
3, y
3, z
3) and (x
1, y
1, z
1) distance,
r
12=r×(x
2-x
1,y
2-y
1,y
2-z
1)
r
13=r×(x
3-x
1,y
3-y
1,y
3-z
1)
It all is intermediate vector.
3. the iteratively faster method of a kind of GPS according to claim 1 location, the method for position iterative is:
The position equation group is rewritten as following iterative equation group
For iterative process is set permissible error δ, and carry out following iteration:
2 °) calculate
3 °) if
Stop iteration;
4 °) value of k adds 1, returns 2 °).
4. the iteratively faster method of a kind of GPS according to claim 1 location is characterized in that the quadratic sum of the distance take each satellite to position to be positioned and the difference of corresponding pseudorange reaches minimum in the iterative process of position and is criterion, namely with function
Reaching minimum value is criterion.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210441388XA CN102967870A (en) | 2012-11-02 | 2012-11-02 | Fast iterative method of global position system (GPS) positioning |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210441388XA CN102967870A (en) | 2012-11-02 | 2012-11-02 | Fast iterative method of global position system (GPS) positioning |
Publications (1)
Publication Number | Publication Date |
---|---|
CN102967870A true CN102967870A (en) | 2013-03-13 |
Family
ID=47798139
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210441388XA Pending CN102967870A (en) | 2012-11-02 | 2012-11-02 | Fast iterative method of global position system (GPS) positioning |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN102967870A (en) |
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103399334A (en) * | 2013-07-30 | 2013-11-20 | 中国科学院国家天文台 | Method for improving positioning precision of satellite navigation system on basis of ultra-precise code |
CN106019340A (en) * | 2016-05-12 | 2016-10-12 | 厦门市美亚柏科信息股份有限公司 | Fast GPS positioning point acquiring method and fast GPS positioning point acquiring system |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2003001236A2 (en) * | 2001-06-25 | 2003-01-03 | Qualcomm Incorporated | Method and apparatus for providing accurate position estimates in instances of severe dilution of precision |
CN102033236A (en) * | 2010-10-22 | 2011-04-27 | 浙江大学 | Position and speed combined estimation method for satellite navigation |
CN102062865A (en) * | 2010-11-05 | 2011-05-18 | 安凯 | GPS (Global Positioning System) positioning method without containing inverse matrix operation |
-
2012
- 2012-11-02 CN CN201210441388XA patent/CN102967870A/en active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2003001236A2 (en) * | 2001-06-25 | 2003-01-03 | Qualcomm Incorporated | Method and apparatus for providing accurate position estimates in instances of severe dilution of precision |
CN102033236A (en) * | 2010-10-22 | 2011-04-27 | 浙江大学 | Position and speed combined estimation method for satellite navigation |
CN102062865A (en) * | 2010-11-05 | 2011-05-18 | 安凯 | GPS (Global Positioning System) positioning method without containing inverse matrix operation |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103399334A (en) * | 2013-07-30 | 2013-11-20 | 中国科学院国家天文台 | Method for improving positioning precision of satellite navigation system on basis of ultra-precise code |
CN103399334B (en) * | 2013-07-30 | 2015-01-07 | 中国科学院国家天文台 | Method for improving positioning precision of satellite navigation system on basis of ultra-precise code |
CN106019340A (en) * | 2016-05-12 | 2016-10-12 | 厦门市美亚柏科信息股份有限公司 | Fast GPS positioning point acquiring method and fast GPS positioning point acquiring system |
CN106019340B (en) * | 2016-05-12 | 2018-05-29 | 厦门市美亚柏科信息股份有限公司 | Rapid GPS anchor point acquisition methods and system |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Li et al. | High-accuracy positioning in urban environments using single-frequency multi-GNSS RTK/MEMS-IMU integration | |
Chiang et al. | The performance analysis of a real-time integrated INS/GPS vehicle navigation system with abnormal GPS measurement elimination | |
US7973707B2 (en) | Method for geofencing | |
Li et al. | PPP/INS tightly coupled navigation using adaptive federated filter | |
CN113917510B (en) | Data processing method, device, equipment, storage medium and computer program product | |
Chen et al. | Low-cost GNSS/INS integration for enhanced land vehicle performance | |
Liu et al. | Implementation and analysis of tightly coupled global navigation satellite system precise point positioning/inertial navigation system (GNSS PPP/INS) with insufficient satellites for land vehicle navigation | |
CN105021198A (en) | Position estimation method based on integrated navigation of multiple sensors | |
Xue et al. | Understanding GDOP minimization in GNSS positioning: Infinite solutions, finite solutions and no solution | |
CN114646992A (en) | Positioning method, positioning device, computer equipment, storage medium and computer program product | |
Wang et al. | Simulation experiment and analysis of GNSS/INS/LEO/5G integrated navigation based on federated filtering algorithm | |
Han et al. | Tightly coupled integration of GPS ambiguity fixed precise point positioning and MEMS-INS through a troposphere-constrained adaptive kalman filter | |
Gao et al. | Tightly-coupled vehicle positioning method at intersections aided by UWB | |
Wang et al. | Influence of dynamics and trajectory on integrated GPS/INS navigation performance | |
CN113848569B (en) | Positioning verification method of virtual reference station, storage medium and electronic equipment | |
CN102967870A (en) | Fast iterative method of global position system (GPS) positioning | |
CN102062865A (en) | GPS (Global Positioning System) positioning method without containing inverse matrix operation | |
Zhao et al. | A new polar alignment algorithm based on the Huber estimation filter with the aid of BeiDou Navigation Satellite System | |
Song et al. | Enhanced Map‐Aided GPS/3D RISS Combined Positioning Strategy in Urban Canyons | |
Ning et al. | GNSS/MIMU tightly coupled integrated with improved multi-state ZUPT/DZUPT constraints for a Land vehicle in GNSS-denied enviroments | |
Wang et al. | A New Efficient Filtering Model for GPS/SINS Ultratight Integration System | |
EP3736608A1 (en) | Method of estimating a constrained zonotope enclosing a state representing motion of at least one mobile target governed by a nonlinear model | |
Gan et al. | State‐Space Measurement Update for GNSS/INS Integrated Navigation | |
Zhao et al. | Attitude estimation based on the spherical simplex transformation modified unscented Kalman filter | |
Yang et al. | GPS Based Reduced‐Dynamic Orbit Determination for Low Earth Orbiters with Ambiguity Fixing |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C02 | Deemed withdrawal of patent application after publication (patent law 2001) | ||
WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20130313 |