CN105868553A - Track data processing method - Google Patents
Track data processing method Download PDFInfo
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- CN105868553A CN105868553A CN201610184204.4A CN201610184204A CN105868553A CN 105868553 A CN105868553 A CN 105868553A CN 201610184204 A CN201610184204 A CN 201610184204A CN 105868553 A CN105868553 A CN 105868553A
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Abstract
The invention discloses a track data processing method. The method comprises the steps of obtaining positions from a starting track point Ps to a <i>th track point Pi and a fitting vector Ri-1' of an <i-1> track segment formed by all track points between the starting track point Ps and an <i-1>th track point Pi-1', wherein i is an integer which is greater than or equal to 1 and smaller than or equal to N, and N represents the number of all the track points; according to the position of the starting track point Ps and the position of the <i>th track point Pi, obtaining an original vector Ri formed by Pi and Ps, and according to the fitting vector Ri-1'and the original vector Ri, conducting calculation and obtaining a fitting vector Ri'; when i equals to N, outputting the fitting vector Ri', so that a compression track segment corresponding to an <N>th track segment formed by all the track points between the starting track point and an <N>th track point is obtained. By means of the track data processing method, data compression efficiency is improved.
Description
Technical field
The present invention relates to data processing field, particularly relate to a kind of for track data processing method.
Background technology
In recent years, along with popularizing of mobile device, the various application programs with positioning function obtain extensively
Use, produce substantial amounts of track data therewith.Such as when vehicle runs, mobile unit, such as, the whole world
Alignment system with the data of certain frequency (such as 5 seconds) each tracing point of collection vehicle, including longitude,
The information such as latitude, acquisition time, vehicle current driving direction.Track data typically requires uploads high in the clouds,
For subsequent analysis, process and service.When mobile device uploads initial trace point data, factor data amount
Greatly, memory space and Internet resources are wasted.It is thus desirable to track data is compressed.
In prior art, a kind of conventional track data processing method is to use polyline compression method pair
Initial trace data are compressed, and the way of existing polyline compression method is: often gather a rail
The data of mark point, in the track line segment gathered, are compressed meter before just being added by newly-increased tracing point
During calculation, all tracing points in tracking trace segments are compressed calculating.
But, use polyline compression method of the prior art, often increasing a tracing point will be right
All tracing points in track line segment calculate before, i.e. the tracing point relatively early gathered can be through repeatedly
Calculating, it is higher that this makes to calculate process complexity, causes efficiency of data compression low, wastes resource.
Summary of the invention
The embodiment of the present invention provides a kind of track data processing method, is used for solving track of the prior art
During data processing method calculates, complexity is higher, the problem that efficiency of data compression is low.
Embodiment of the present invention track data processing method, including:
Obtain start track point PsAnd i-th tracing point PiPosition, and described start track point PsExtremely
The i-th-1 tracing point Pi-1Between the matching vector of the i-th-1 track line segment that formed of all tracing points
Ri-1', described matching vector Ri-1' represent the compression that described the i-th-1 track line segment obtains after compression
Track line segment;I is the integer more than or equal to 1 and less than or equal to N, and N represents the quantity of all tracing points;
According to described start track point PsAnd described i-th tracing point PiPosition, obtain described PiWith institute
State PsThe original vector R formedi, and according to matching vector Ri-1' and described original vector Ri, calculate
To matching vector Ri', described matching vector Ri' represent described PsBetween described i-th tracing point
The matching vector of i-th track line segment that all tracing points are formed, the most described i-th track line segment is through pressure
The compressed tracks trace segments obtained after contracting;
As i=N, export described matching vector Ri', obtain described start track point to described n-th
The compressed tracks trace segments that the N article track line segment that all tracing points between tracing point are formed is corresponding.
In another embodiment, described method also includes:
Calculate i-th tracing point PiTo described matching vector Ri-1Distance d between 'i;
Judge described diWhether more than predetermined threshold value δ;
If described diMore than or equal to described predetermined threshold value δ, export described Ri-1', determine new initiateing
Tracing point PS is new;
The most described according to described start track point PsAnd described i-th tracing point PiPosition, obtain described
PiWith described PsThe described original vector R formedi, and according to matching vector Ri-1' and described original vector
Ri, it is calculated described matching vector Ri', including:
According to described new start track point PS is newAnd described i-th tracing point PiPosition, obtain described
I tracing point PiWith described start track point PS is newThe described original vector R formedi, and according to described matching
Vector Ri-1' and described original vector Ri, it is calculated described matching vector Ri’。
In another embodiment, described determine new start track point PS is new, including:
By described matching vector Ri-1' terminal Pi-1' or the i-th-1 tracing point Pi-1Be set to described newly
Start track point PS is new;
The most described according to described new start track point PS is newAnd described i-th tracing point PiPosition, obtain
Described i-th tracing point PiWith described new start track point PS is newThe original vector R formedi, and according to
Described matching vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to described matching vector Ri-1' terminal Pi-1' and described i-th tracing point PiPosition,
To described matching vector Ri’;
Or,
According to the i-th-1 tracing point Pi-1With described i-th tracing point PiPosition, obtain described i-th
Tracing point PiWith described the i-th-1 tracing point Pi-1The original vector R formedi;And according to described matching vector
Ri-1' and described original vector Ri, it is calculated described matching vector Ri’。
In another embodiment, described determine new start track point PS is new, including:
By described i-th tracing point PiIt is set to described new start track point PS is new。
In another embodiment, described method also includes:
Obtain the first matching vector R that the nth bar compressed tracks trace segments of output is correspondingn' and (n+1)th pressure
The second matching vector R that contracting track line segment is correspondingn+1', described first matching vector Rn' with described second
Matching vector Rn+1' adjacent;Described first matching vector Rn' by the first starting point Pns' and First terminal point
Pne' constitute, described second matching vector Rn+1' by the second starting point P(n+1)s' and the second terminal P(n+1)e’
Constitute;N is the integer more than or equal to 1 and less than or equal to N;
If described First terminal point Pne' extremely described second matching vector Rn+1' distance less than predetermined threshold value
δ, then according to described First terminal point Pne' at described second matching vector Rn+1Subpoint P on 'x',
And described second final on trajectory P(n+1)e' form original vector Rm;
Export described first matching vector RnAnd described original vector Rm。
In another embodiment, described method also includes:
Obtain the first matching vector R that the nth bar compressed tracks trace segments of output is correspondingn' and (n+1)th pressure
The second matching vector R that contracting track line segment is correspondingn+1', described first matching vector Rn' with described second
Matching vector Rn+1' adjacent;Described first matching vector Rn' by the first starting point Pns' and First terminal point
Pne' constitute, described second matching vector Rn+1' by the second starting point P(n+1)s' and the second terminal P(n+1)e’
Constitute;N is the integer more than or equal to 1 and less than or equal to N;
If described First terminal point Pne' extremely described second matching vector Rn+1' distance more than described default threshold
Value δ, described first matching vector Rn' and described second matching vector Rn+1' extension line intersect at friendship
Point Px', and meet γ1> 0 and γ2> 0, or γ1< 0 and γ2< 0, and described first matching vector Rn’
With described second matching vector Rn+1' angle γ3Meet | γ3| less than or equal to presetting angle value γm, then basis
Described first starting point Pns' and described intersection point Px' form original vector Ra;According to described intersection point Px' and
Described second terminal P(n+1)e' form original vector Rb;
Wherein, γ1Represent described first matching vector Rn' extended line and line segment Pne’P(n+1)s' folder
Angle, described line segment Pne’P(n+1)s' represent described First terminal point Pne' and described second terminal P(n+1)s’
The line segment formed;
γ2Represent described second matching vector Rn+1' extended line and described line segment Pne’P(n+1)s' folder
Angle;
γ3Represent described first matching vector Rn' extended line and described second matching vector Rn+1'
The angle of extended line;
γmRepresent described line segment Pne’P(n+1)s' and described second matching vector Rn+1' the most described
One matching vector Rn' angle threshold that deflects, described γmBoundary is between (pi/2, π);
Export described original vector RaAnd Rb。
In another embodiment, described according to described matching vector Ri-1' and described original vector Ri, calculate
Obtain matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/i
Calculate described matching vector Ri' angle, θ 'i, wherein, riRepresent described;
According to ri'=riDetermine described matching vector Ri' length ri', wherein, riRepresent described initial rail
Distance between mark point Ps and described i-th point.
In another embodiment, described according to described matching vector Ri-1' and described original vector Ri, calculate
Obtain matching vector Ri', including:
If ri-ri-1< δ,
Then basis
θ’i=θ 'i-1+asin(di/ri)/m
Calculate described matching vector Ri' angle, θ 'i, wherein, m=ri/ δ, riRepresent described i-th rail
Mark point is to described start track point PsDistance, ri-1Represent that described the i-th-1 tracing point is to described initial rail
Mark point PsDistance;
According to ri'=riDetermine described matching vector Ri' length ri’。
In another embodiment, described according to described matching vector Ri-1' and described original vector Ri, calculate
Obtain matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/(i* (1+logi)),
Calculate described matching vector Ri' angle, θ 'i;
Wherein, riRepresent described i-th tracing point PiTo described start track point PsDistance;
According to ri'=riDetermine described matching vector Ri' length ri’。
In another embodiment, described according to described matching vector Ri-1' and described original vector Ri, calculate
Obtain matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/(m*(1+logm))
Calculate described matching vector Ri' angle, θ 'i;
Wherein, riRepresent that described i-th tracing point is to described start track point PsDistance;M=ri/δ;
According to ri'=riDetermine described matching vector Ri' length ri’.The track data that the present invention provides
Processing method, by start track point PsAnd i-th tracing point PiPosition, obtain described PiWith described
PsThe described vector R formedi, and according to Ri-1' and described Ri, it is calculated Ri', described Ri-1' table
Show described PsThe matching vector of the track line segment that all tracing points between the i-th-1 tracing point are formed.
Use the embodiment of the present invention to provide track data processing method, carry out for each newly-increased tracing point data
During compression, it is only necessary to get what all tracing points between previous tracing point and start track point were formed
The matching vector R of track line segmenti-1', at Ri-1On the basis of ', according to newly-increased tracing point and track primary
The vector that mark point is formed, i.e. can obtain all track point-shaped between tracing point and the start track point increased newly
The track line segment after overcompression become, newly-increased tracing point only need to be processed by the process that compression calculates,
All tracing points in path segment have only to process once, greatly reduce computation complexity, improve
Efficiency of data compression.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to reality
The accompanying drawing used required for executing in example or description of the prior art does one and introduces simply, it should be apparent that,
Accompanying drawing in describing below is some embodiments of the present invention, comes for those of ordinary skill in the art
Say, on the premise of not paying creative work, it is also possible to obtain the attached of other according to these accompanying drawings
Figure.
Fig. 1 is the flow chart of embodiment of the present invention track data processing method;
Fig. 2 is for using Ri-1' terminal Pi-1' as start track point PsReconfigure new matching vector
Ri' schematic diagram of two compressed tracks trace segments that obtains;
Fig. 3 is for using i-th tracing point PiAs start track point PsReconfigure new matching vector Ri’
The schematic diagram of two the compressed tracks trace segments obtained;
Fig. 4 is the signal that discrete compressed tracks trace segments is repaired the first embodiment obtained
Figure;
Fig. 5 is the signal that discrete compressed tracks trace segments is repaired the second embodiment obtained
Figure.
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearer, below in conjunction with this
Accompanying drawing in bright embodiment, is clearly and completely described the technical scheme in the embodiment of the present invention,
Obviously, described embodiment is a part of embodiment of the present invention rather than whole embodiments.Based on
Embodiment in the present invention, those of ordinary skill in the art are obtained under not making creative work premise
The every other embodiment obtained, broadly falls into the scope of protection of the invention.
Embodiment of the present invention track data processing method is carried out for the track data collecting mobile terminal
Compression.Such as, gather automobile track data in the process of moving and be compressed.
Fig. 1 is the flow chart of embodiment of the present invention track data processing method.
Referring to Fig. 1, the track data processing method that the embodiment of the present invention provides includes:
S101: obtain start track point PsAnd i-th tracing point PiPosition, and described start track
Point PsTo the i-th-1 tracing point Pi-1Between the matching of the i-th-1 track line segment that formed of all tracing points
Vector Ri-1', described matching vector Ri-1' represent that described the i-th-1 track line segment obtains after compression
Compressed tracks trace segments;I is the integer more than or equal to 1 and less than or equal to N, and N represents all tracing points
Quantity;
Specifically, as i=1, according to start track point PsAnd with the 1st tracing point PiPosition,
To described P1With described PsThe initialization vector R formed1, and described PsWith described PiThe trajectory formed
The matching vector R of section1', for the input initial value as subsequent step.
S102: according to described start track point PsAnd described i-th tracing point PiPosition, obtain described
PiWith described PsThe original vector R formedi, and according to matching vector Ri-1' and described original vector Ri,
It is calculated matching vector Ri', described matching vector Ri' represent described PsTo described i-th tracing point
Between the matching vector of i-th track line segment that formed of all tracing points, the most described i-th track line segment
The compressed tracks trace segments obtained after overcompression;
Repeat above-mentioned steps S102, until during i=N, obtaining described start track point PsWith described
N number of tracing point PNMatching vector RN’。
S103: as i=N, exports described matching vector Ri', obtain described start track point to described
The compressed tracks trace that the N article track line segment that all tracing points between n-th tracing point are formed is corresponding
Section.
As i=N, stop calculating described Ri', i.e. all N number of tracing points are completed compression and calculates,
The described R obtained eventuallyN' i.e. represent described start track point PsThe rail formed to described n-th tracing point
Trace segments track line segment after overcompression.Export described RN', i.e. complete the compression of described track line segment.
Embodiment of the present invention track data processing method, by start track point PsAnd i-th tracing point Pi
Position, obtain described PiWith described PsThe described vector R formedi, and according to Ri-1' and described Ri,
It is calculated Ri', described Ri-1' represent described PsAll track point-shaped between the i-th-1 tracing point
The matching vector of the track line segment become.The embodiment of the present invention is used to provide track data processing method, for
When each newly-increased tracing point data are compressed, it is only necessary to get previous tracing point and start track
The matching vector R of the track line segment that all tracing points between point are formedi-1', at Ri-1On the basis of ',
The vector formed with initial track point according to newly-increased tracing point, the tracing point that i.e. can obtain increasing newly is with initial
The track line segment after overcompression that all tracing points between tracing point are formed, the process that compression calculates is only
Need to process newly-increased tracing point, all tracing points in path segment have only to process once, greatly
Reduce greatly computation complexity, improve efficiency of data compression.
In order to reduce the error during compression calculates, further, embodiment of the present invention data process side
Method, also includes:
Calculate i-th tracing point PiTo described matching vector Ri-1Distance d between 'i;
Judge described diWhether more than predetermined threshold value δ;
If described diMore than or equal to described predetermined threshold value δ, export described Ri-1', determine new initiateing
Tracing point PS is new;
The most described according to described start track point PsAnd described i-th tracing point PiPosition, obtain described
PiWith described PsThe described original vector R formedi, and according to matching vector Ri-1' and described original vector
Ri, it is calculated described matching vector Ri', including:
According to described new start track point PS is newAnd described i-th tracing point PiPosition, obtain described
I tracing point PiWith described start track point PS is newThe described original vector R formedi, and according to described matching
Vector Ri-1' and described original vector Ri, it is calculated described matching vector Ri’。
Wherein, described predetermined threshold value δ is used for representing compressed error, works as diMore than or equal to described default threshold
During value δ, illustrate that the error of compression process reaches the upper limit, need to be modified.Now, output is described
Ri-1', and according to new start track point PsReconfigure described Ri’。
Further, in order to prevent vehicle from occurring during turning around, running data is lost, and the present invention implements
Example data processing method, also includes:
Determine described matching vector Ri-1' length r 'n-1With described original vector RiLength ri, when
ri-r’i-1During <-δ, redefine described start track point Ps。
Specifically, in the first implementation, described determine new start track point PS is new, including:
By described matching vector Ri-1' terminal Pi-1' or the i-th-1 tracing point Pi-1Be set to described newly
Start track point PS is new;
The most described according to described new start track point PS is newAnd described i-th tracing point PiPosition, obtain
Described i-th tracing point PiWith described new start track point PS is newThe original vector R formedi, and according to
Described matching vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to described matching vector Ri-1' terminal Pi-1' and described i-th tracing point PiPosition,
To described matching vector Ri’;
Or,
According to the i-th-1 tracing point Pi-1With described i-th tracing point PiPosition, obtain described i-th
Tracing point PiWith described the i-th-1 tracing point Pi-1The original vector R formedi;And according to described matching vector
Ri-1' and described original vector Ri, it is calculated described matching vector Ri’。
Fig. 2 is for using Ri-1' terminal Pi-1' as start track point PsReconfigure new matching vector
Ri' schematic diagram of two compressed tracks trace segments that obtains.
Refer to Fig. 2, when using Ri-1' terminal Pi-1' as start track point PsReconfigure matching
Vector Ri' time, the new compressed tracks trace segments obtained is the first being connected with compressed tracks trace segments before
Line segment continuously.
In the second implementation, in order to improve the compression ratio of track line segment, described determine new initial
Tracing point PS is new, including:
By described i-th tracing point PiIt is set to described new start track point Ps。
Fig. 3 is for using i-th tracing point PiAs start track point PsReconfigure new matching vector Ri’
The schematic diagram of two the compressed tracks trace segments obtained.
Refer to Fig. 3, when using i-th tracing point PiAs start track point PsReconfigure matching to vow
Amount Ri' time, the new compressed tracks trace segments obtained is non-continuous line segment with compressed tracks trace segments before.
In order to obtain continuous print compressed tracks trace segments, need described discontinuous line segment is repaired.
Fig. 4 is, according to the first embodiment, discrete compressed tracks trace segments is repaired the rail obtained
The schematic diagram of trace segments.
Referring to Fig. 4, in order to repair described discontinuous line segment, described method also includes:
Obtain the first matching vector R that the nth bar compressed tracks trace segments of output is correspondingn' and (n+1)th pressure
The second matching vector R that contracting track line segment is correspondingn+1', described first matching vector Rn' with described second
Matching vector Rn+1' adjacent;Described first matching vector Rn' by the first starting point Pns' and First terminal point
Pne' constitute, described second matching vector Rn+1' by the second starting point P(n+1)s' and the second terminal P(n+1)e’
Constitute;N is the integer more than or equal to 1 and less than or equal to N;
If described First terminal point Pne' extremely described second matching vector Rn+1' distance less than predetermined threshold value
δ, then according to described First terminal point Pne' at described second matching vector Rn+1Subpoint P on 'x',
And described second final on trajectory P(n+1)e' form original vector Rm;
Export described first matching vector RnAnd described original vector Rm。
Fig. 5 is, according to the second embodiment, discrete compressed tracks trace segments is repaired the rail obtained
The schematic diagram of trace segments.
Referring to Fig. 5, in order to repair described discontinuous line segment, described method also includes:
Obtain the first matching vector R that the nth bar compressed tracks trace segments of output is correspondingn' and (n+1)th pressure
The second matching vector R that contracting track line segment is correspondingn+1', described first matching vector Rn' with described second
Matching vector Rn+1' adjacent;Described first matching vector Rn' by the first starting point Pns' and First terminal point
Pne' constitute, described second matching vector Rn+1' by the second starting point P(n+1)s' and the second terminal P(n+1)e’
Constitute;N is the integer more than or equal to 1 and less than or equal to N;
If described First terminal point Pne' extremely described second matching vector Rn+1' distance more than described default threshold
Value δ, described first matching vector Rn' and described second matching vector Rn+1' extension line intersect at friendship
Point Px', and meet γ1> 0 and γ2> 0, or γ1< 0 and γ2< 0, and described first matching vector Rn’
With described second matching vector Rn+1' angle γ3Meet | γ3| less than or equal to presetting angle value γm, then basis
Described first starting point Pns' and described intersection point Px' form original vector Ra;According to described intersection point Px' and
Described second terminal P(n+1)e' form original vector Rb;
Wherein, γ1Represent described first matching vector Rn' extended line and line segment Pne’P(n+1)s' folder
Angle, described line segment Pne’P(n+1)s' represent described First terminal point Pne' and described second terminal P(n+1)s’
The line segment formed;
γ2Represent described second matching vector Rn+1' extended line and described line segment Pne’P(n+1)s' folder
Angle;
γ3Represent described first matching vector Rn' extended line and described second matching vector Rn+1'
The angle of extended line;
γmRepresent described line segment Pne’P(n+1)s' and described second matching vector Rn+1' the most described
One matching vector Rn' angle threshold that deflects, described γmBoundary is between (pi/2, π);
Export described original vector RaAnd Rb。
Remove the situation in both the above embodiment, when discrete compressed tracks trace segments is repaired,
Directly export described first matching vector Rn', described second matching vector Rn+1', and described first end
Point Pne' and described second starting point P(n+1)s' original vector that formed.
On the basis of above-described embodiment, specifically, described according to described matching vector Ri-1' and described former
Beginning vector Ri, it is calculated matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/i
Calculate described matching vector Ri' angle, θ 'i, wherein, riRepresent described;
According to ri'=riDetermine described matching vector Ri' length ri', wherein, riRepresent described initial rail
Distance between mark point Ps and described i-th point.
In order to improve the efficiency of compression process further, it is to avoid be compressed invalid tracing point calculating,
Described according to described matching vector Ri-1' and described original vector Ri, it is calculated matching vector Ri',
Including:
If ri-ri-1< δ,
Then basis
θ’i=θ 'i-1+asin(di/ri)/m
Calculate described matching vector Ri' angle, θ 'i, wherein, m=ri/ δ, riRepresent described i-th rail
Mark point is to described start track point PsDistance, ri-1Represent that described the i-th-1 tracing point is to described initial rail
Mark point PsDistance;
According to ri'=riDetermine described matching vector Ri' length ri’。
Specifically, if described the i-th-1 tracing point PsIt is available point, works as ri-ri-1During >=δ, described i-th
Individual tracing point is also available point, and otherwise, described i-th tracing point is Null Spot.For available point i, i.e.
Described R can be calculated according to formula (2)i' angle, θ 'i.For Null Spot, it is not involved in θ 'iCalculating.
In order to improve the compression degree of accuracy of tracking trace segments further, reduce the upper limit of maximum error, described
According to described matching vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/(i* (1+logi)),
Calculate described matching vector Ri' angle, θ 'i;
Wherein, riRepresent described i-th tracing point PiTo described start track point PsDistance;
According to ri'=riDetermine described matching vector Ri' length ri’。
Alternatively, in order to improve the compression degree of accuracy of tracking trace segments further, reduce the upper of maximum error
Limit, in another embodiment, described according to described matching vector Ri-1' and described original vector Ri,
It is calculated matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/(m*(1+logm))
Calculate described matching vector Ri' angle, θ 'i;
Wherein, riRepresent that described i-th tracing point is to described start track point PsDistance;M=ri/δ;
According to ri'=riDetermine described matching vector Ri' length ri’。
One of ordinary skill in the art will appreciate that: realize all or part of step of above-mentioned each method embodiment
Suddenly can be completed by the hardware that programmed instruction is relevant.Aforesaid program can be stored in a computer,
In the read/write memory medium of mobile phone or other portable units.Upon execution, execution includes above-mentioned this program
The step of each method embodiment;And aforesaid storage medium includes: ROM, RAM, magnetic disc or CD
Etc. the various media that can store program code.
Last it is noted that various embodiments above is only in order to illustrate technical scheme, rather than right
It limits;Although the present invention being described in detail with reference to foregoing embodiments, this area common
Skilled artisans appreciate that the technical scheme described in foregoing embodiments still can be modified by it,
Or the most some or all of technical characteristic is carried out equivalent;And these amendments or replacement, and
The essence not making appropriate technical solution departs from the scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a track data processing method, it is characterised in that including:
Obtain start track point PsAnd i-th tracing point PiPosition, and described start track point PsExtremely
The i-th-1 tracing point Pi-1Between the matching vector of the i-th-1 track line segment that formed of all tracing points
Ri-1', described matching vector Ri-1' represent the compression that described the i-th-1 track line segment obtains after compression
Track line segment;I is the integer more than or equal to 1 and less than or equal to N, and N represents the quantity of all tracing points;
According to described start track point PsAnd described i-th tracing point PiPosition, obtain described PiWith institute
State PsThe original vector R formedi, and according to matching vector Ri-1' and described original vector Ri, calculate
To matching vector Ri', described matching vector Ri' represent described PsBetween described i-th tracing point
The matching vector of i-th track line segment that all tracing points are formed, the most described i-th track line segment is through pressure
The compressed tracks trace segments obtained after contracting;
As i=N, export described matching vector Ri', obtain described start track point to described n-th
The compressed tracks trace segments that the N article track line segment that all tracing points between tracing point are formed is corresponding.
Method the most according to claim 1, it is characterised in that also include:
Calculate i-th tracing point PiTo described matching vector Ri-1Distance d between 'i;
Judge described diWhether more than predetermined threshold value δ;
If described diMore than or equal to described predetermined threshold value δ, export described Ri-1', determine new initiateing
Tracing point PS is new;
The most described according to described start track point PsAnd described i-th tracing point PiPosition, obtain described
PiWith described PsThe described original vector R formedi, and according to matching vector Ri-1' and described original vector
Ri, it is calculated described matching vector Ri', including:
According to described new start track point PS is newAnd described i-th tracing point PiPosition, obtain described
I tracing point PiWith described start track point PS is newThe described original vector R formedi, and according to described matching
Vector Ri-1' and described original vector Ri, it is calculated described matching vector Ri’。
Method the most according to claim 2, it is characterised in that described determine new start track point
PS is new, including:
By described matching vector Ri-1' terminal Pi-1' or the i-th-1 tracing point Pi-1Be set to described newly
Start track point PS is new;
The most described according to described new start track point PS is newAnd described i-th tracing point PiPosition, obtain
Described i-th tracing point PiWith described new start track point PS is newThe original vector R formedi, and according to
Described matching vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to described matching vector Ri-1' terminal Pi-1' and described i-th tracing point PiPosition,
To described matching vector Ri’;
Or,
According to the i-th-1 tracing point Pi-1With described i-th tracing point PiPosition, obtain described i-th
Tracing point PiWith described the i-th-1 tracing point Pi-1The original vector R formedi;And according to described matching vector
Ri-1' and described original vector Ri, it is calculated described matching vector Ri’。
Method the most according to claim 2, it is characterised in that described determine new start track point
PS is new, including:
By described i-th tracing point PiIt is set to described new start track point PS is new。
Method the most according to claim 4, it is characterised in that also include:
Obtain the first matching vector R that the nth bar compressed tracks trace segments of output is correspondingn' and (n+1)th pressure
The second matching vector R that contracting track line segment is correspondingn+1', described first matching vector Rn' with described second
Matching vector Rn+1' adjacent;Described first matching vector Rn' by the first starting point Pns' and First terminal point
Pne' constitute, described second matching vector Rn+1' by the second starting point P(n+1)s' and the second terminal P(n+1)e’
Constitute;N is the integer more than or equal to 1 and less than or equal to N;
If described First terminal point Pne' extremely described second matching vector Rn+1' distance less than predetermined threshold value
δ, then according to described First terminal point Pne' at described second matching vector Rn+1Subpoint P on 'x',
And described second final on trajectory P(n+1)e' form original vector Rm;
Export described first matching vector RnAnd described original vector Rm。
Method the most according to claim 4, it is characterised in that also include:
Obtain the first matching vector R that the nth bar compressed tracks trace segments of output is correspondingn' and (n+1)th pressure
The second matching vector R that contracting track line segment is correspondingn+1', described first matching vector Rn' with described second
Matching vector Rn+1' adjacent;Described first matching vector Rn' by the first starting point Pns' and First terminal point
Pne' constitute, described second matching vector Rn+1' by the second starting point P(n+1)s' and the second terminal P(n+1)e’
Constitute;N is the integer more than or equal to 1 and less than or equal to N;
If described First terminal point Pne' extremely described second matching vector Rn+1' distance more than described default threshold
Value δ, described first matching vector Rn' and described second matching vector Rn+1' extension line intersect at friendship
Point Px', and meet γ1> 0 and γ2> 0, or γ1< 0 and γ2< 0, and described first matching vector Rn’
With described second matching vector Rn+1' angle γ3Meet | γ3| less than or equal to presetting angle value γm, then basis
Described first starting point Pns' and described intersection point Px' form original vector Ra;According to described intersection point Px' and
Described second terminal P(n+1)e' form original vector Rb;
Wherein, γ1Represent described first matching vector Rn' extended line and line segment Pne’P(n+1)s' folder
Angle, described line segment Pne’P(n+1)s' represent described First terminal point Pne' and described second terminal P(n+1)s’
The line segment formed;
γ2Represent described second matching vector Rn+1' extended line and described line segment Pne’P(n+1)s' folder
Angle;
γ3Represent described first matching vector Rn' extended line and described second matching vector Rn+1'
The angle of extended line;
γmRepresent described line segment Pne’P(n+1)s' and described second matching vector Rn+1' the most described
One matching vector Rn' angle threshold that deflects, described γmBoundary is between (pi/2, π);
Export described original vector RaAnd Rb。
7. according to the method described in any one of claim 1-6, it is characterised in that described according to described plan
Resultant vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/i
Calculate described matching vector Ri' angle, θ’ i, wherein, riRepresent described;
According to ri'=riDetermine described matching vector Ri' length ri', wherein, riRepresent described initial rail
Distance between mark point Ps and described i-th point.
8. according to the method described in any one of claim 1-6, it is characterised in that described according to described plan
Resultant vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
If ri-ri-1< δ,
Then basis
θ’i=θ 'i-1+asin(di/ri)/m
Calculate described matching vector Ri' angle, θ 'i, wherein, m=ri/ δ, riRepresent described i-th rail
Mark point is to described start track point PsDistance, ri-1Represent that described the i-th-1 tracing point is to described initial rail
Mark point PsDistance;
According to ri'=riDetermine described matching vector Ri' length ri’。
9. according to the method described in any one of claim 1-6, it is characterised in that described according to described plan
Resultant vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/(i* (1+logi)),
Calculate described matching vector Ri' angle, θ 'i;
Wherein, riRepresent described i-th tracing point PiTo described start track point PsDistance;
According to ri'=riDetermine described matching vector Ri' length ri’。
10. according to the method described in any one of claim 1-6, it is characterised in that described in described basis
Matching vector Ri-1' and described original vector Ri, it is calculated matching vector Ri', including:
According to
θ’i=θ 'i-1+asin(di/ri)/(m*(1+logm))
Calculate described matching vector Ri' angle, θ 'i;
Wherein, riRepresent that described i-th tracing point is to described start track point PsDistance;M=ri/δ;
According to ri'=riDetermine described matching vector Ri' length ri’。
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CN110411450A (en) * | 2019-07-29 | 2019-11-05 | 北京航空航天大学 | It is a kind of for compressing the map-matching method of track |
CN110427373A (en) * | 2019-07-24 | 2019-11-08 | 北京航空航天大学 | A kind of track data processing method and processing device |
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CN110427373A (en) * | 2019-07-24 | 2019-11-08 | 北京航空航天大学 | A kind of track data processing method and processing device |
CN110411450A (en) * | 2019-07-29 | 2019-11-05 | 北京航空航天大学 | It is a kind of for compressing the map-matching method of track |
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