GB2423154A - Method for detecting vehicle speed - Google Patents

Method for detecting vehicle speed Download PDF

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Publication number
GB2423154A
GB2423154A GB0502127A GB0502127A GB2423154A GB 2423154 A GB2423154 A GB 2423154A GB 0502127 A GB0502127 A GB 0502127A GB 0502127 A GB0502127 A GB 0502127A GB 2423154 A GB2423154 A GB 2423154A
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GB
United Kingdom
Prior art keywords
vehicle speed
speed
estimated
estimated vehicle
accelerometer
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.)
Withdrawn
Application number
GB0502127A
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GB0502127D0 (en
Inventor
Stephen Chen
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
E Lead Electronic Co Ltd
Original Assignee
E Lead Electronic Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by E Lead Electronic Co Ltd filed Critical E Lead Electronic Co Ltd
Priority to GB0502127A priority Critical patent/GB2423154A/en
Publication of GB0502127D0 publication Critical patent/GB0502127D0/en
Publication of GB2423154A publication Critical patent/GB2423154A/en
Withdrawn legal-status Critical Current

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Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01PMEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P7/00Measuring speed by integrating acceleration
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01PMEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P3/00Measuring linear or angular speed; Measuring differences of linear or angular speeds
    • G01P3/42Devices characterised by the use of electric or magnetic means
    • G01P3/50Devices characterised by the use of electric or magnetic means for measuring linear speed
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01PMEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P3/00Measuring linear or angular speed; Measuring differences of linear or angular speeds
    • G01P3/42Devices characterised by the use of electric or magnetic means
    • G01P3/56Devices characterised by the use of electric or magnetic means for comparing two speeds
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W2050/0062Adapting control system settings
    • B60W2050/0075Automatic parameter input, automatic initialising or calibrating means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2510/00Input parameters relating to a particular sub-units
    • B60W2510/06Combustion engines, Gas turbines
    • B60W2510/0638Engine speed
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2510/00Input parameters relating to a particular sub-units
    • B60W2510/10Change speed gearings
    • B60W2510/1005Transmission ratio engaged
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2556/00Input parameters relating to data
    • B60W2556/45External transmission of data to or from the vehicle
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2556/00Input parameters relating to data
    • B60W2556/45External transmission of data to or from the vehicle
    • B60W2556/50External transmission of data to or from the vehicle for navigation systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units, or advanced driver assistance systems for ensuring comfort, stability and safety or drive control systems for propelling or retarding the vehicle
    • B60W30/14Adaptive cruise control

Abstract

A method for detecting vehicle speed detects existing noise frequency of the vehicle power supply, a vehicle acceleration value and GPS data, and compares and processes the detected data to estimate the final vehicle speed. The method includes the procedure of (1) detecting the power supply noise frequency and convening it to engine speed; (2) detecting an acceleration value and processing it to get a second estimated vehicle speed; (3) relating engine speed to first estimated vehicle speed based on GPS data in order to construct a vehicle speed table and using that table for relating the engine speed derived from the power supply noise frequency to a third estimated vehicle speed; and (4) selecting the final vehicle speed from the first, second or third estimated vehicle speed. By means of the procedure of the invention, the final vehicle speed may be provided to a vehicle navigation apparatus to continuously perform navigation during a brief period when GPS signals are lost.

Description

METHOD FOR DETECTING VEHICLE SPEED
BACKGROUND OF THE INVENTION
1. Field of the Invention
The invention relates to a method for detecting vehicle speed that measures vehicle power supply noise frequency and vehicle acceleration value and incorporates vehicle driving conditions to derive a final vehicle speed to provide a vehicle navigation apparatus to continuously perform vehicle navigation during a period when GPS signals are absent.
2. Description of the Prior Art
Satellite-based vehicle navigation system has become quite popular nowadays. Through signals transmitted by positioning satellites, the location of a vehicle may be positioned on an electronic map and displayed instantly. By entering a destination, a desired driving route may be derived to direct the driver. However, due to geographic conditions or roads and buildings, poor or interrupted signals often occur. For instance, driving in a tunnel, under an overpass, or in the alleys bordered by high rise buildings, the vehicle navigation apparatus could become dysfunction because the satellite signals cannot be properly received. To remedy this problem, some high end navigation apparatus 11 as shown in FIG. 1 use a gyroscope 12 and a vehicle speed line 13 to derive the location of a driving vehicle to compensate the lost satellite signal 14 for the navigation apparatus 11. However, the location of vehicle speed line and signal format are different on different vehicles, this results in installation difficulty.
Many users purchase high end navigation devices but cannot install by themselves.
SUMMARY OF THE INVENTION
In view of the aforesaid problems such as the navigation device becomes ineffective when GPS signals are lost, and vehicle speed line has different specifications and is difficult to install, the present invention provides a method for detecting vehicle speed that includes the procedure of: (1) detecting power supply noise frequency and converting to engine speed; (2) detecting acceleration value; (3) comparing the engine speed and the vehicle speed; and (4) selecting the final vehicle speed. Through the procedure set forth above, the vehicle speed may be derived to enable the navigation apparatus to continuously perform navigation even the GPS signals are lost in a brief period.
In one aspect, the method of the invention to detect the vehicle power supply noise frequency mainly employs a vehicle speed detection apparatus which includes at least a vehicle power supply noise detection unit.
In another aspect, the vehicle speed detection unit includes an accelerometer to detect the acceleration value of the vehicle.
In yet another aspect, the vehicle speed detection unit gets the vehicle power supply noise frequency by plugging in the vehicle lighter jack which is connected to the power supply so that the vehicle speed detection apparatus and the navigation apparatus can obtain required power supply easily.
The invention provides a solution to overcome the problems of dysfunction occurred to the conventional vehicle navigation devices when the GPS signals are lost in a brief period, and varying specifications of vehicle speed line and installation difficulty. By providing vehicle speed without the vehicle speed line, the final vehicle speed of a driving vehicle may be derived accurately to meet the requirement of the navigation system, and users can enjoy the plug and use convenience.
The foregoing, as well as additional objects, features and advantages of the invention will be more readily apparent from the following detailed description, which proceeds with reference to the accompanying drawings.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1 is a block diagram of a conventional vehicle navigation system.
FIG. 2 is a circuit block diagram of the invention FIG. 3 is a chart showing the characteristic relationship between the engine speed and vehicle speed according to the invention.
FIG. 4 is a vehicle speed table relating to the gearshift and engine speed according to the invention.
FIG. 5 is the main flowchart of the invention.
FIG. 6 is the flowchart of step S2 of the invention.
FIG. 7 is the flowchart of step S3 of the invention.
FIG. 8A and 8B are the flowchart of step S4 of the invention.
DESCRIPTION OF THE PREFERRED EMBODIMENTS
Refer to FIG. 2 for a circuit block diagram of a vehicle speed detection apparatus 2 for detecting vehicle power supply noise frequency. It includes a vehicle power supply noise detection unit 21 and an accelerometer 22.
The vehicle power supply noise detection unit 21 aims to detect the noise frequency (NF) of the existing vehicle power supply and convert to engine speed (ES).
The accelerometer 22 aims to detect a vehicle acceleration value a.
The vehicle speed detection apparatus 2 further includes a processing unit 211 to receive satellite signals from a satellite 5, engine speed signals converted by the vehicle power supply noise detection unit 21 and the signal of the vehicle acceleration value a of the accelerometer 22, and process and compare the aforesaid signals.
The vehicle speed detection apparatus 2 is plugged into a vehicle lighter jack 3 and is connected to a navigation apparatus 4 to get the NF signals of the vehicle power supply, and convert to engine speed (ES). After incorporating with the acceleration value a, and processed by the processing unit 211, an estimated final vehicle speed V is obtained to be used by the navigation apparatus 4. The procedure is as follow (referring to FIG. 5): 1. Detect the power supply noise frequency and convert to engine speed (step Si): Detect the power supply noise frequency NF by the power supply noise detection unit 21, and convert to the engine speed ES.
2. Detect the acceleration value (step S2): Process and get a second estimated vehicle speed V2 based on the acceleration value a detected by the accelerometer 22.
3. Compare the engine speed and vehicle speed (step S3): Establish a vehicle speed table (referring to FIG. 4) based on comparison of the engine speed ES and a first estimated vehicle speed Vi of a GPS, and modify according to the gearshift to get a third estimated vehicle speed V3.
4. Select a final vehicle speed (step S4): Based on satellite signal receiving conditions and vehicle speed comparison results, estimate and select the final vehicle speed V. By means of the step S4 mentioned above, the final vehicle speed V is obtained and provided to the navigation apparatus 4 to perform navigation function.
Referring to FIGS. 5 and 6, to execute the step S2, first determine whether the reading of the accelerometer 22 is a constant speed (step 21), namely to judge by the acceleration value a. In the event that the reading of the accelerometer 22 is smaller than a set value aO (such as the set value is 15 or less), and in a set time period TO (such as three seconds), it may be determined that the vehicle is not accelerated, and is at a constant speed condition. The processing unit 211 records the off set value of the accelerometer 22, and execute step S22 to be used in the process of compare the engine speed and vehicle speed (Step S3). On the other hand, if the reading exceeds the set value aO and not reach the set time period TO, it is determined not in a constant speed condition; then a second estimated vehicle speed V2 is derived based on the acceleration value a of the accelerometer 22 to provide the processing unit 211 to do process and comparison (step S23).
Referring to FIG. 7, at the step S3, in the condition of GPS signals are received (step S31), if the acceleration value a is within the range of a set value aO, it is considered the constant speed (step S32), the relationship of the engine speed ES and the first GPS estimated vehicle speed Vi (namely the current speed supplied by the GPS), besides parking and acceleration and deceleration during gearshift, the engine speed ES and the first estimated vehicle speed Vi form a plurality of nonconsecutive constant ratios. Based on this relationship, when the satellite signal condition is desirable, the first estimated vehicle speed Vi may be measured accurately. With the accelerometer 22 measured that the vehicle is not accelerating (namely at a constant speed condition), the relationship between the first estimated vehicle speed Vi and the engine speed ES is a non-continuous straight line (as shown in FIG. 3). It means that when the vehicle gearshift is from gearshift 1 to gearshift 4, the first estimated vehicle speed Vi and the engine speed ES form respectively a constant ratio relationship of Gi, G2, G3 and G4. Hence the records of the GPS first estimated vehicle speed VI and the engine speed ES value may be entered into the statistical data. A plurality of engine speed values (such as two to six times, depending on actual requirements) in the data at the same vehicle speed may be captured for averaging. The resulting average value is included in the vehicle speed table (step S34) to derive a third estimated vehicle speed V3. In the event that the acceleration value a exceeds the set value aO, it indicates that the vehicle is not at a constant speed condition (step S31), and there is a difference between the actual vehicle speed and the second estimated vehicle speed V2, iS and a modification for a different gearshift is needed (step S33). When the gearshift changes, the engine speed ES rises abruptly then drops, or drops abruptly and rises, then the acceleration and deceleration of accelerometer 22 may be used to determine whether gearshift has actually happened. And the driving gearshift may be determined, and the third estimated vehicle speed V3 may be derived by referring to the vehicle speed table of the corresponding gearshift (step S34).
Referring to FIG. 8A and 8B, at the step S4, the process includes: (1) when the satellite signals are received in a normal condition, the first estimated vehicle speed Vi obtained from the GPS is selected as the final vehicle speed V (steps S41, S45 and S46); (2) when the satellite signals are lost, if the difference X between the second estimated vehicle speed V2 derived from the acceleration speed a of the accelerometer 22 and the third estimated vehicle speed V3 derived by comparing and processing the engine speed and vehicle speed is within a set range (such as 15%, or other value according to requirements), the second estimated vehicle speed V2 calculated by the accelerometer 22 is selected as the final vehicle speed V (steps S41, S42, S44 and S46); (3) if the satellite signals are lost, and the difference X between the second estimated vehicle speed V2 derived from the acceleration speed a of the accelerometer 22 and the third estimated vehicle speed V3 derived by comparing and processing the engine speed and vehicle speed exceeds a set range, the three estimated vehicle speed V3 derived by comparing and processing the engine speed and vehicle speed is selected as the final vehicle speed (step S41, S42, S43 and S46).
The selected vehicle speed at the steps S45, S44 and S43 is the final selected vehicle speed V for navigation process (step S5).

Claims (10)

  1. I claim: 1. A method for detecting vehicle speed, comprising the steps of:
    (1) detecting power supply noise frequency and converting to an engine speed through a vehicle power supply noise detection unit of a vehicle speed detection apparatus; (2) detecting an acceleration value through an accelerometer and processing to get a second estimated vehicle speed; (3) comparing the engine speed with a first estimated vehicle speed of GPS to establish a vehicle speed table after having incorporated gearshift modifications to derive a third estimated vehicle speed; and (4) selecting a final vehicle speed based on satellite signal receiving conditions and the comparison result of the engine speed with the vehicle speed.
  2. 2. The method of claim 1, wherein the vehicle speed detection apparatus includes a processing unit which records an off set value of the accelerometer when the accelerometer is at a constant speed.
  3. 3. The method of claim 1, wherein the step of comparing the engine speed with a first estimated vehicle speed of GPS includes recording the first estimated vehicle speed and the engine speed value into a statistical data when UPS signals are received and the reading of the accelerometer is a constant speed.
  4. 4. The method of claim 3, wherein the engine speed value is an average of a plurality of engine speed values of a same vehicle speed, the average being used to check against a vehicle speed table to derive the third estimated vehicle speed.
  5. 5. The method of claim 1, wherein the step of comparing the engine speed with a first estimated vehicle speed of GPS includes processing gearshift calculation when GPS signals are received and the reading of the accelerometer is not a constant speed.
  6. 6. The method of claim 5, wherein the processing of gearshift calculation determines gearshift by acceleration and deceleration of the accelerometer and comparing with a vehicle speed on the vehicle speed table on a corresponding gearshift to derive the third estimated vehicle speed.
  7. 7. The method of claim 1, wherein the step of selecting a final vehicle speed selects the first estimated vehicle speed obtained through the GPS as the final vehicle speed when the satellite signal is received.
  8. 8. The method of claim 1, wherein the step of selecting a final vehicle speed selects the second estimated vehicle speed derived by the accelerometer as the final vehicle speed when the satellite signal is lost and the difference between the second estimated vehicle speed and the third estimated vehicle speed derived by comparing the engine speed and the vehicle speed is within a set range.
  9. 9. The method of claim 1, wherein the step of selecting a final vehicle speed selects the third estimated vehicle speed derived by comparing the engine speed and the vehicle speed as the final vehicle speed when the satellite signal is lost and the difference between the second estimated vehicle speed and the third estimated vehicle speed exceeds a set range.
  10. 10. The method of Claim 1, wherein the selected final vehicle speed at the step of selecting a fmal vehicle speed is provided to a navigation apparatus to perform navigation function.
    Ii A method for detecting vehicle speed as generally hereinbefore described with reference to and/or illustrated in Figures 2 to SB of the accompanying drawings.
    10. The method of claim 1, wherein the selected final vehicle speed at the step of selecting a final vehicle speed is provided to a navigation apparatus to perform navigation function. ii (
    Amendments to the claims have been filed as follows
    1. A method for detecting vehicle speed, comprising the steps of: (1) detecting power supply noise frequency and converting to an engine speed through a vehicle power supply noise detection unit of a vehicle speed detection apparatus; (2) detecting an acceleration value through an accelerometer and processing to get a second estimated vehicle speed; (3) relating the engine speed to a first estimated vehicle speed obtained via GPS to establish a vehicle speed table after having incorporated gearshift modifications to derive a third estimated vehicle speed; and (4) se1.ectinanaL vehicle. .spebase on.satellite_sialxceivin - - is conditions and the relationship between of the engine speed and the vehicle speed.
    2. The method of Claim 1, wherein the vehicle speed detection apparatus includes a processing unit which records an off set value of the accelerometer when the accelerometer is at a constant speed.
    3. The method of Claim 1, wherein the step of relating the engine speed to a first estimated vehicle speed of GPS includes recording the first estimated vehicle speed and the engine speed value into a statistical data when GPS signals are received and the reading of the accelerometer is a constant speed.
    4 The method of Claim 3, wherein the engine speed value is an average of a plurality of engine speed values of a same-vehicle speed, the average being used. to check against the vehicle speed table to derive the third estimated vehicle speed.
    5. The method of Claim 1, wherein the step of relating the engine speed to a first estimated vehicle speed of GPS includes processing gearshift. calculations when UPS signals are received and the reading of the accelerometer is not a constant speed.
    6. The method of Claim 5, wherein the processing of gearshifl calculation determines the gearshifi by acceleration and deceleration of the accelerometer and relates it to a vehicle speed on the vehicle speed table on a corresponding gearshift to derive the third estimated vehicle speed.
    7. The method of Claim 1, wherein the step of selecting a final vehicle speed selects the first estimated vehicle speed obtained through the UPS as the final vehicle speed when the satellite signal is received.
    8. The method of Claim 1, wherein the step of selecting a fmal vehicle speed selcts..th.econd e2 ed_yc1 sp \redby th_acceler-onter as the final vehicle speed when the satellite signal is lost and the different between the second estimated vehicle speed and the third estimated vehicle speed derived by relating the engine speed to the vehicle speed is within a set range. C 9. The method of Claim 1, wherein the step of selecting a final vehicle speed selects the third estimated vehicle speed derived b relating the engine speed to the vehicle speed as the fnial vehicle speed when the satellite signal is lost and the difference between the second estimated vehicle speed and the third estimated vehicle speed exceeds a set range.
GB0502127A 2005-02-02 2005-02-02 Method for detecting vehicle speed Withdrawn GB2423154A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB0502127A GB2423154A (en) 2005-02-02 2005-02-02 Method for detecting vehicle speed

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB0502127A GB2423154A (en) 2005-02-02 2005-02-02 Method for detecting vehicle speed

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GB2423154A true GB2423154A (en) 2006-08-16

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104408915A (en) * 2014-11-05 2015-03-11 青岛海信网络科技股份有限公司 Traffic state parameter estimation method and system
CN109204321A (en) * 2017-06-29 2019-01-15 丰田自动车株式会社 Signal processing method, sliding detection method, the control method of vehicle and device

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6277803A (en) * 1985-09-30 1987-04-10 Toshiba Corp Speed detecting device for vehicle
US4903212A (en) * 1987-03-13 1990-02-20 Mitsubishi Denki Kabushiki Kaisha GPS/self-contained combination type navigation system
JPH09196691A (en) * 1996-01-19 1997-07-31 Matsushita Electric Ind Co Ltd Navigation device
EP0823637A1 (en) * 1996-08-07 1998-02-11 Murata Manufacturing Co., Ltd. Apparatus for calculating the velocity of a vehicle from pulsating components in the output of the electric power generator
EP1256810A2 (en) * 2001-05-07 2002-11-13 Pioneer Corporation Method of and apparatus for detecting vehicle speed pulse drop, on-vehicle navigation system, and computer program.

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6277803A (en) * 1985-09-30 1987-04-10 Toshiba Corp Speed detecting device for vehicle
US4903212A (en) * 1987-03-13 1990-02-20 Mitsubishi Denki Kabushiki Kaisha GPS/self-contained combination type navigation system
JPH09196691A (en) * 1996-01-19 1997-07-31 Matsushita Electric Ind Co Ltd Navigation device
EP0823637A1 (en) * 1996-08-07 1998-02-11 Murata Manufacturing Co., Ltd. Apparatus for calculating the velocity of a vehicle from pulsating components in the output of the electric power generator
EP1256810A2 (en) * 2001-05-07 2002-11-13 Pioneer Corporation Method of and apparatus for detecting vehicle speed pulse drop, on-vehicle navigation system, and computer program.

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104408915A (en) * 2014-11-05 2015-03-11 青岛海信网络科技股份有限公司 Traffic state parameter estimation method and system
CN109204321A (en) * 2017-06-29 2019-01-15 丰田自动车株式会社 Signal processing method, sliding detection method, the control method of vehicle and device
CN109204321B (en) * 2017-06-29 2021-05-28 丰田自动车株式会社 Signal processing method, slip detection method, and vehicle control method and device

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