CN112083465A - Position information acquisition system and method - Google Patents
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/45—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
- G01S19/45—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement
- G01S19/47—Determining position by combining measurements of signals from the satellite radio beacon positioning system with a supplementary measurement the supplementary measurement being an inertial measurement, e.g. tightly coupled inertial
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Abstract
The invention is suitable for the technical field of position information acquisition, and provides a position information acquisition system, which comprises: the satellite positioning module is used for acquiring position information according to the satellite signals; the position information calculation module is used for calculating the position information of the current equipment according to the position information of the positioning module when the positioning module stops running within the stop running time of the positioning module; and the data integration filtering module is used for correcting the position information calculated by the position information calculation module when the satellite positioning module works normally. The invention correspondingly provides a position information acquisition method. Therefore, the invention can provide the positioning information for the equipment in the period from the power-on of the satellite positioning receiver to the acquisition of the positioning signal.
Description
Technical Field
The present invention relates to the field of location information acquisition technologies, and in particular, to a location information acquisition system and method.
Background
More and more electronic devices have higher and higher requirements on power consumption, generally, the power consumption of the satellite positioning receiving chip is higher, and the power supply of the satellite positioning receiving chip needs to be turned off during the period that the devices stop working. In a building-dense environment, the satellite signal is weak. The satellite positioning receiver has a long positioning time from power-off to recovery from operation.
In view of the above, the prior art is obviously inconvenient and disadvantageous in practical use, and needs to be improved.
Disclosure of Invention
In view of the above-mentioned drawbacks, an object of the present invention is to provide a position information acquiring system and method.
In order to achieve the above object, the present invention provides a position information acquisition system including:
the satellite positioning module is used for acquiring position information according to the satellite signals; and
the position information calculation module is used for calculating the position information of the current equipment according to the position information of the positioning module when the positioning module stops operating within the stop operating time of the positioning module;
and the data integration filtering module is used for correcting the position information calculated by the position information calculation module when the satellite positioning module works normally.
According to the position information acquisition system of the present invention, the position information calculation module includes an accelerometer and a gyroscope.
The invention also provides a position information acquisition method, which comprises the following steps:
acquiring position information according to the satellite signals;
when the satellite signal is weaker than a preset threshold value, acquiring the current equipment position information, and calculating and acquiring the position information of the equipment after movement;
and when the satellite signal is normal, correcting the equipment position information.
According to the location information acquiring method of the present invention, the step of calculating the location information of the mobile device includes:
the attitude matrix is updated and calculated by four elements, and four-element differential equation is as follows
In the formula (1), Λ ═ λ0,λ1,λ2,λ3]TRepresenting four elements of the posture;is an oblique symmetric matrix of the rotation angular velocity of the body coordinate system corresponding to the four elements relative to the navigation coordinate system;
the four-element update algorithm is as follows:
the attitude angle at the time k +1 is as follows;
in the formula (3), psi, theta and gamma respectively represent a heading angle, a pitch angle and a roll angle;
the acceleration in the navigation coordinate system is calculated as follows
In the formula (4), fbIs the acceleration output at time k of the accelerometer,converting the attitude into a matrix;
the differential equation of velocity is as follows
the position of the device can be determined by equation (6):
l, lambda and h respectively represent longitude, latitude and height; rMIs a transverse curvature radius, measured in the east-west direction; rNThe radius of curvature in the north-south direction is measured as the radius of curvature in the meridian.
According to the position information acquiring method of the present invention, the step of correcting the device position information when the satellite signal is normal includes:
the error state is calculated according to the following equation (7):
in the formula (7), the reaction mixture is,is an error vector; p is a radical ofn、Vn、Position, velocity, attitude errors, respectively; b. d is a constant zero-offset term of the accelerometer and the gyroscope respectively; w is aa、wgRandom noise items of an accelerometer and a gyroscope respectively;
the measurement equation is as follows:
in the formula (8), ykIs an observation vector;resolving the position and the speed of the SINS under the navigation coordinate system;position and speed measured for the GNSS in the navigation coordinate system;measuring random errors for position and speed respectively; and finally, estimating the SINS position, speed and attitude error through Kalman filtering, wherein the SINS position, speed and attitude error is as follows:
the invention is suitable for the technical field of position information acquisition, and provides a position information acquisition system, which comprises: the satellite positioning module is used for acquiring position information according to the satellite signals; the position information calculation module is used for calculating the position information of the current equipment according to the position information of the positioning module when the positioning module stops running within the stop running time of the positioning module; and the data integration filtering module is used for correcting the position information calculated by the position information calculation module when the satellite positioning module works normally. Therefore, the invention can provide the positioning information for the equipment in the period from the power-on of the satellite positioning receiver to the acquisition of the positioning signal.
Drawings
FIG. 1 is a schematic diagram of the system architecture of the present invention;
FIG. 2 is a flow chart of a method according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
Referring to fig. 1, the present invention provides a position information acquiring system including:
and a satellite positioning module 10 for acquiring the position information according to the satellite signal. The satellite positioning module 10 may employ existing positioning chips, such as GPS, beidou positioning receiver, etc. The position and the speed of the carrying equipment can be measured, and the detailed description is omitted.
And the position information calculating module 20 is configured to calculate the position information of the current device according to the position information of the positioning module when the positioning module stops operating within the stop operating time of the positioning module. Since in practical applications, in areas with weak signals, such as tall and dense areas of buildings, the transmission of satellite signals is affected, the satellite signals are weak, and the positioning time from power-off to work-back of the satellite positioning module 10 is long. The present invention is therefore based on the location information calculation module 20 providing the estimation and presentation of location information when the satellite signals are weak. The position information calculation module 10 includes an accelerometer and a gyroscope
And the data integration filtering module 30 is used for correcting the position information calculated by the position information calculation module when the satellite positioning module works normally. Considering that the error of the position information calculation is larger than that of the satellite positioning, when the satellite signal recovers to a normal level, the position information can be corrected to be more accurate. The data integration filtering module 30 employs a data fusion filter, and can correct errors of the position, velocity, and attitude calculated by the acceleration gyroscope when the satellite positioning receiver can normally receive the satellite positioning information.
In an embodiment of the invention, the satellite positioning receiver is powered off when the device is in a low power mode. And monitoring the motion state of the equipment by using the low-power consumption modes of the accelerometer and the gyroscope. When the equipment is started again, position information deduction is carried out by using the acceleration and the angular velocity detected by the accelerometer and the gyroscope as reference when the equipment stops moving, and the position information is provided for the equipment until the satellite positioning receiver obtains the positioning information.
The invention correspondingly provides a method, and with reference to fig. 2, the method comprises the following steps:
in step S201, position information is acquired from the satellite signal.
Step S202, when the satellite signal is weaker than a preset threshold value, the current equipment position information is obtained, and the position information of the equipment after movement is calculated and obtained.
And step S203, correcting the equipment position information when the satellite signals are normal.
Specifically, step S202 includes:
and resolving the attitude by adopting a four-element method according to the acceleration and the angular velocity. The specific calculation process is as follows:
the attitude matrix is updated and calculated by four elements, and four-element differential equation is as follows
In the formula (1), Λ ═ λ0,λ1,λ2,λ3]TRepresenting four elements of the posture;is an oblique symmetric matrix of the rotation angular velocity of the body coordinate system corresponding to the four elements relative to the navigation coordinate system;
the four-element update algorithm is as follows:
the attitude angle at the time k +1 is as follows;
in the formula (3), psi, theta and gamma respectively represent a heading angle, a pitch angle and a roll angle;
the acceleration in the navigation coordinate system is calculated as follows
In the formula (4), fbIs the acceleration output at time k of the accelerometer,converting the attitude into a matrix;
the differential equation of velocity is as follows
the position of the device can be determined by equation (6):
l, lambda and h respectively represent longitude, latitude and height; rMIs a transverse curvature radius, measured in the east-west direction; rNThe radius of curvature in the north-south direction is measured as the radius of curvature in the meridian.
Step S203 includes:
the error state is calculated according to the following equation (7):
in the formula (7), the reaction mixture is,is an error vector; p is a radical ofn、Vn、Position, velocity, attitude errors, respectively; b. d is a constant zero-offset term of the accelerometer and the gyroscope respectively; w is aa、wgAre respectively an accelerometerRandom noise term of the gyroscope;
the measurement equation is as follows:
in the formula (8), ykIs an observation vector;resolving the position and the speed of the SINS under the navigation coordinate system;position and speed measured for the GNSS in the navigation coordinate system;measuring random errors for position and speed respectively; and finally, estimating the SINS position, speed and attitude error through Kalman filtering, wherein the SINS position, speed and attitude error is as follows:
in summary, the present invention is applicable to the technical field of location information acquisition, and provides a location information acquisition system, including: the satellite positioning module is used for acquiring position information according to the satellite signals; the position information calculation module is used for calculating the position information of the current equipment according to the position information of the positioning module when the positioning module stops running within the stop running time of the positioning module; and the data integration filtering module is used for correcting the position information calculated by the position information calculation module when the satellite positioning module works normally. Therefore, the invention can provide the positioning information for the equipment in the period from the power-on of the satellite positioning receiver to the acquisition of the positioning signal.
The present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof, and it should be understood that various changes and modifications can be effected therein by one skilled in the art without departing from the spirit and scope of the invention as defined in the appended claims.
Claims (5)
1. A position information acquisition system characterized by comprising:
the satellite positioning module is used for acquiring position information according to the satellite signals; and
the position information calculation module is used for calculating the position information of the current equipment according to the position information of the positioning module when the positioning module stops operating within the stop operating time of the positioning module;
and the data integration filtering module is used for correcting the position information calculated by the position information calculation module when the satellite positioning module works normally.
2. The position information acquisition system according to claim 1, wherein the position information calculation module includes an accelerometer and a gyroscope.
3. A method for acquiring location information, the method comprising:
acquiring position information according to the satellite signals;
when the satellite signal is weaker than a preset threshold value, acquiring the current equipment position information, and calculating and acquiring the position information of the equipment after movement;
and when the satellite signal is normal, correcting the equipment position information.
4. The method according to claim 1, wherein the step of calculating the position information after the device is moved comprises:
the attitude matrix is updated and calculated by four elements, and four-element differential equation is as follows
In the formula (1), Λ ═ λ0,λ1,λ2,λ3]TRepresenting four elements of the posture;is an oblique symmetric matrix of the rotation angular velocity of the body coordinate system corresponding to the four elements relative to the navigation coordinate system;
the four-element update algorithm is as follows:
the attitude angle at the time k +1 is as follows;
in the formula (3), psi, theta and gamma respectively represent a heading angle, a pitch angle and a roll angle;
the acceleration in the navigation coordinate system is calculated as follows
In the formula (4), fbIs the acceleration output at time k of the accelerometer,converting the attitude into a matrix;
the differential equation of velocity is as follows
the position of the device can be determined by equation (6):
l, lambda and h respectively represent longitude, latitude and height; rMIs a transverse curvature radius, measured in the east-west direction; rNThe radius of curvature in the north-south direction is measured as the radius of curvature in the meridian.
5. The method according to claim 4, wherein the step of correcting the device position information when the satellite signal is normal includes:
the error state is calculated according to the following equation (7):
in the formula (7), the reaction mixture is,is an error vector; p is a radical ofn、Vn、Position, velocity, attitude errors, respectively; b. d is a constant zero-offset term of the accelerometer and the gyroscope respectively; w is aa、wgRandom noise items of an accelerometer and a gyroscope respectively;
the measurement equation is as follows:
in the formula (8), ykIs an observation vector;resolving the position and the speed of the SINS under the navigation coordinate system;position and speed measured for the GNSS in the navigation coordinate system;measuring random errors for position and speed respectively; and finally, estimating the SINS position, speed and attitude error through Kalman filtering, wherein the SINS position, speed and attitude error is as follows:
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CN113325456A (en) * | 2021-05-27 | 2021-08-31 | 通富微电子股份有限公司 | Monitoring system and monitoring method for monitoring position change of building |
Citations (26)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101413800A (en) * | 2008-01-18 | 2009-04-22 | 南京航空航天大学 | Navigating and steady aiming method of navigation / steady aiming integrated system |
CN101950027A (en) * | 2010-08-18 | 2011-01-19 | 东莞市泰斗微电子科技有限公司 | Navigational satellite signal receiving module and information processing method applied to same |
CN102608642A (en) * | 2011-01-25 | 2012-07-25 | 北京七维航测科技股份有限公司 | Beidou/inertial combined navigation system |
CN103063218A (en) * | 2012-12-18 | 2013-04-24 | 华南理工大学 | Vehicle remote monitoring and track reconstruction system and track reconstruction method thereof |
CN103633417A (en) * | 2013-11-08 | 2014-03-12 | 中国电子科技集团公司第三十九研究所 | Airborne antenna high-precision pointing tracking method based on strapdown flight attitude stability tracking |
CN103744098A (en) * | 2014-01-23 | 2014-04-23 | 东南大学 | Ship's inertial navigation system (SINS)/Doppler velocity log (DVL)/global positioning system (GPS)-based autonomous underwater vehicle (AUV) combined navigation system |
CN104181574A (en) * | 2013-05-25 | 2014-12-03 | 成都国星通信有限公司 | Strapdown inertial navigation system/global navigation satellite system combined based navigation filter system and method |
CN104181572A (en) * | 2014-05-22 | 2014-12-03 | 南京理工大学 | Missile-borne inertia/ satellite tight combination navigation method |
CN104297773A (en) * | 2014-02-27 | 2015-01-21 | 北京航天时代光电科技有限公司 | High-precision Beidou tri-band SINS deep integration navigation system |
CN104422948A (en) * | 2013-09-11 | 2015-03-18 | 南京理工大学 | Embedded type combined navigation system and method thereof |
CN105093249A (en) * | 2015-08-12 | 2015-11-25 | 浙大正呈科技有限公司 | Inertial navigation device |
CN107045137A (en) * | 2016-02-06 | 2017-08-15 | 苏州宝时得电动工具有限公司 | Automatic working system, from mobile device and its control method |
CN107390247A (en) * | 2017-07-27 | 2017-11-24 | 河南省科学院应用物理研究所有限公司 | A kind of air navigation aid, system and navigation terminal |
CN107525503A (en) * | 2017-08-23 | 2017-12-29 | 王伟 | Adaptive cascade kalman filter method based on double antenna GPS and MIMU combination |
CN108196289A (en) * | 2017-12-25 | 2018-06-22 | 北京交通大学 | A kind of train combined positioning method under satellite-signal confined condition |
CN108454652A (en) * | 2017-02-22 | 2018-08-28 | 中车株洲电力机车研究所有限公司 | A kind of method, apparatus and system of safe and reliable real time speed measuring and consecutive tracking |
CN108931791A (en) * | 2017-05-24 | 2018-12-04 | 广州海格通信集团股份有限公司 | Defend used tight integration clock deviation update the system and method |
CN108957496A (en) * | 2018-04-18 | 2018-12-07 | 广州市中海达测绘仪器有限公司 | The anti-GNSS failure positioning and directing receiver of UAV and its application method |
CN109059909A (en) * | 2018-07-23 | 2018-12-21 | 兰州交通大学 | Satellite based on neural network aiding/inertial navigation train locating method and system |
CN109212573A (en) * | 2018-10-15 | 2019-01-15 | 东南大学 | For surveying and drawing the positioning system and method for vehicle under a kind of urban canyon environment |
CN109884680A (en) * | 2019-03-22 | 2019-06-14 | 内蒙古工业大学 | Beidou based on multi-core DSP _ SINS tight integration navigation system and method |
CN110221331A (en) * | 2019-07-09 | 2019-09-10 | 中国人民解放军国防科技大学 | Inertia/satellite combined navigation dynamic filtering method based on state transformation |
CN110285811A (en) * | 2019-06-15 | 2019-09-27 | 南京巴乌克智能科技有限公司 | The fusion and positioning method and device of satellite positioning and inertial navigation |
CN110780326A (en) * | 2019-09-26 | 2020-02-11 | 上海瀚所信息技术有限公司 | Vehicle-mounted integrated navigation system and positioning method |
CN111207744A (en) * | 2020-01-15 | 2020-05-29 | 哈尔滨工程大学 | Pipeline geographical position information measuring method based on thick tail robust filtering |
CN211123287U (en) * | 2019-10-24 | 2020-07-28 | 中科凯普(天津)卫星导航通信技术有限公司 | High-precision positioning system in train tunnel based on RFID |
-
2020
- 2020-09-18 CN CN202010984948.0A patent/CN112083465A/en active Pending
Patent Citations (26)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101413800A (en) * | 2008-01-18 | 2009-04-22 | 南京航空航天大学 | Navigating and steady aiming method of navigation / steady aiming integrated system |
CN101950027A (en) * | 2010-08-18 | 2011-01-19 | 东莞市泰斗微电子科技有限公司 | Navigational satellite signal receiving module and information processing method applied to same |
CN102608642A (en) * | 2011-01-25 | 2012-07-25 | 北京七维航测科技股份有限公司 | Beidou/inertial combined navigation system |
CN103063218A (en) * | 2012-12-18 | 2013-04-24 | 华南理工大学 | Vehicle remote monitoring and track reconstruction system and track reconstruction method thereof |
CN104181574A (en) * | 2013-05-25 | 2014-12-03 | 成都国星通信有限公司 | Strapdown inertial navigation system/global navigation satellite system combined based navigation filter system and method |
CN104422948A (en) * | 2013-09-11 | 2015-03-18 | 南京理工大学 | Embedded type combined navigation system and method thereof |
CN103633417A (en) * | 2013-11-08 | 2014-03-12 | 中国电子科技集团公司第三十九研究所 | Airborne antenna high-precision pointing tracking method based on strapdown flight attitude stability tracking |
CN103744098A (en) * | 2014-01-23 | 2014-04-23 | 东南大学 | Ship's inertial navigation system (SINS)/Doppler velocity log (DVL)/global positioning system (GPS)-based autonomous underwater vehicle (AUV) combined navigation system |
CN104297773A (en) * | 2014-02-27 | 2015-01-21 | 北京航天时代光电科技有限公司 | High-precision Beidou tri-band SINS deep integration navigation system |
CN104181572A (en) * | 2014-05-22 | 2014-12-03 | 南京理工大学 | Missile-borne inertia/ satellite tight combination navigation method |
CN105093249A (en) * | 2015-08-12 | 2015-11-25 | 浙大正呈科技有限公司 | Inertial navigation device |
CN107045137A (en) * | 2016-02-06 | 2017-08-15 | 苏州宝时得电动工具有限公司 | Automatic working system, from mobile device and its control method |
CN108454652A (en) * | 2017-02-22 | 2018-08-28 | 中车株洲电力机车研究所有限公司 | A kind of method, apparatus and system of safe and reliable real time speed measuring and consecutive tracking |
CN108931791A (en) * | 2017-05-24 | 2018-12-04 | 广州海格通信集团股份有限公司 | Defend used tight integration clock deviation update the system and method |
CN107390247A (en) * | 2017-07-27 | 2017-11-24 | 河南省科学院应用物理研究所有限公司 | A kind of air navigation aid, system and navigation terminal |
CN107525503A (en) * | 2017-08-23 | 2017-12-29 | 王伟 | Adaptive cascade kalman filter method based on double antenna GPS and MIMU combination |
CN108196289A (en) * | 2017-12-25 | 2018-06-22 | 北京交通大学 | A kind of train combined positioning method under satellite-signal confined condition |
CN108957496A (en) * | 2018-04-18 | 2018-12-07 | 广州市中海达测绘仪器有限公司 | The anti-GNSS failure positioning and directing receiver of UAV and its application method |
CN109059909A (en) * | 2018-07-23 | 2018-12-21 | 兰州交通大学 | Satellite based on neural network aiding/inertial navigation train locating method and system |
CN109212573A (en) * | 2018-10-15 | 2019-01-15 | 东南大学 | For surveying and drawing the positioning system and method for vehicle under a kind of urban canyon environment |
CN109884680A (en) * | 2019-03-22 | 2019-06-14 | 内蒙古工业大学 | Beidou based on multi-core DSP _ SINS tight integration navigation system and method |
CN110285811A (en) * | 2019-06-15 | 2019-09-27 | 南京巴乌克智能科技有限公司 | The fusion and positioning method and device of satellite positioning and inertial navigation |
CN110221331A (en) * | 2019-07-09 | 2019-09-10 | 中国人民解放军国防科技大学 | Inertia/satellite combined navigation dynamic filtering method based on state transformation |
CN110780326A (en) * | 2019-09-26 | 2020-02-11 | 上海瀚所信息技术有限公司 | Vehicle-mounted integrated navigation system and positioning method |
CN211123287U (en) * | 2019-10-24 | 2020-07-28 | 中科凯普(天津)卫星导航通信技术有限公司 | High-precision positioning system in train tunnel based on RFID |
CN111207744A (en) * | 2020-01-15 | 2020-05-29 | 哈尔滨工程大学 | Pipeline geographical position information measuring method based on thick tail robust filtering |
Non-Patent Citations (3)
Title |
---|
常勇: "基于空间数据的户外增强现实技术研究", 28 February 2015, "山东大学出版社", pages: 67 - 74 * |
谢兰天: "基于载波相位差分的GPS/INS紧组合导航算法研究", 《中国优秀硕士学位论文全文数据库 信息科技辑》, no. 6, pages 4 * |
铁海峰: "基于DSP的SINS/GPS组合导航系统设计", 《中国优秀硕士学位论文全文数据库 信息科技辑》, no. 12, pages 2 - 3 * |
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