CN113810849B - Parking control method and system, control device and medium for airport - Google Patents

Parking control method and system, control device and medium for airport Download PDF

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CN113810849B
CN113810849B CN202111069284.6A CN202111069284A CN113810849B CN 113810849 B CN113810849 B CN 113810849B CN 202111069284 A CN202111069284 A CN 202111069284A CN 113810849 B CN113810849 B CN 113810849B
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parking
traveler
airport
parking space
vehicle
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CN113810849A (en
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马小平
贾利民
王建斌
洪芷晴
石梦彤
王若璇
刘嘉羽
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Beijing Jiaotong University
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/024Guidance services
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/02Reservations, e.g. for tickets, services or events
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/14Traffic control systems for road vehicles indicating individual free spaces in parking areas
    • G08G1/145Traffic control systems for road vehicles indicating individual free spaces in parking areas where the indication depends on the parking areas
    • G08G1/146Traffic control systems for road vehicles indicating individual free spaces in parking areas where the indication depends on the parking areas where the parking area is a limited parking space, e.g. parking garage, restricted space
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/14Traffic control systems for road vehicles indicating individual free spaces in parking areas
    • G08G1/145Traffic control systems for road vehicles indicating individual free spaces in parking areas where the indication depends on the parking areas
    • G08G1/148Management of a network of parking areas
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/33Services specially adapted for particular environments, situations or purposes for indoor environments, e.g. buildings

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Abstract

The invention relates to the field of airport management, in particular to a parking control method and a system, control equipment and a computer readable storage medium for an airport, wherein the control method comprises the following steps: the luggage corresponding to the travelers is sent to the airport in a mode of separating the current vehicles so as to finish consignment of the luggage; reserving a target parking space to which a current vehicle is about to arrive; providing at least an indoor navigation of a current vehicle driving a distance from a set position entering an airport to the target parking space; when the traveler returns to the target parking space and needs to take the vehicle, the traveler provides searching navigation for searching the current vehicle parked in the target parking space; and acquiring data related to parking behaviors in a set mode. Through such setting, based on the cooperation of luggage reservation, parking stall navigation and reverse car of seeking, alleviated the traveler and stopped at the airport difficult, the difficult and difficult scheduling problem of management at the airport of seeking the car, promoted traveler's trip and experienced.

Description

Parking control method and system, control device and medium for airport
Technical Field
The invention relates to the field of airport management, in particular to a parking control method and system for an airport, control equipment and a computer readable storage medium.
Background
With the rapid development of traffic systems and the obvious increase of travel frequency, the demands of people on travel in terms of efficiency and convenience become clearer. In the case of taking an airplane out, a combined travel mode of taking a car from home to an airport and then taking the airplane to a destination by self-driving has become a common travel mode. Accordingly, airports are equipped with parking lots for providing parking services for vehicles prior to the return trip of travelers. Due to the complexity of traffic systems, objectively there are usually the following problems:
1) a traveler is not familiar with the parking lot, which will affect the efficiency of the traveler's vehicle to reach the airport configured parking lot to some extent, for example, situations may arise: because travelers are not familiar with the parking lot, the travelers may rotate around the extensive parking lot pocket, so that the problems of low efficiency and long time consumption for finding the parking space occur;
2) after parking is finished, a traveler mostly adopts ways of recording typical signs of a parking area and the like to determine the parking position of the vehicle, the way of finding the vehicle by memory can increase the time of finding the vehicle reversely to a certain extent, and particularly under the condition that the traveler is not familiar with the structure of a parking lot, the traveler experience which shows that the burden of traveling is increased is obviously brought;
3) for the parking lot charging service of the airport, problems such as difficult fee payment and low efficiency may be encountered, which may cause phenomena such as jam at the fee payment entrance to a certain extent, which may be accompanied with a problem of a certain decline in traveler experience.
In order to solve the above problems, means such as setting a reverse car searching terminal machine in a parking lot, setting a display screen for displaying an empty parking space in an area, and using etc. at an exit of the parking lot have appeared. These approaches solve, to some extent or in some part, the above problems, but suffer from at least the following disadvantages: improvements are often directed to local problems. Therefore, for a single specific traveler, when the traveler adopts a combined travel mode of traveling from home to an airport by a self-driving mode and then traveling to a destination by an airplane, a refinement scheme capable of obviously improving the experience of the traveler is provided for the traveler so as to meet the demand and improve the experience of the traveler, and the combined travel mode has very definite practical significance.
Accordingly, there is a need in the art for a new solution to the above problems.
Disclosure of Invention
Technical problem
The present invention aims to solve at least partially or to some extent the aforementioned technical problems, namely: at least partially or to a certain extent, the technical problem of how to provide a refinement scheme capable of obviously improving the experience of a traveler to meet the requirement and improve the experience when the traveler adopts a combined travel mode of going from home to an airport and then taking a plane to reach a destination in a self-driving mode for a single specific traveler is solved.
Means for solving the problems
In view of this, the first aspect of the present invention provides a parking control method for an airport, including: delivering the baggage corresponding to the traveler to the airport in a manner separated from the current vehicle so as to complete consignment of the baggage; reserving a target parking space to which a current vehicle is about to arrive; providing at least an indoor navigation of a current vehicle driving a distance from a set position entering an airport to the target parking space; when the traveler returns to the target parking space and needs to take the vehicle, the traveler provides searching navigation for searching the current vehicle parked in the target parking space; and acquiring data related to parking behaviors in a set mode.
With such an arrangement, it is possible to provide parking guidance for a traveler with respect to a current vehicle without carrying luggage.
The present vehicle should be understood as a vehicle corresponding to a traveler, for example, the vehicle may be a vehicle of a vehicle owner or a vehicle of which the vehicle owner has a right of use in executing the present control method.
With regard to the parking control method, in a possible implementation manner, the step of reserving the target parking space to which the current vehicle is going to arrive includes: receiving alternative parking spots recommended by an airport; the alternative parking space is determined according to the information of the traveler and the parking space information of the airport; determining a target parking space to which the current vehicle is about to arrive according to the alternative parking spaces; and reserving the target parking space.
Through the arrangement, a specific determination mode of the target parking space is given.
With regard to the parking control method, in one possible embodiment, the "indoor navigation that provides at least navigation of a route from a current vehicle driving to the target space from a set position at an entrance airport" includes: outdoor navigation of the current vehicle driving a trip to a set location at an airport at the location of the vehicle is also provided.
By such an arrangement, navigation of the traveler during the travel of the vehicle can be more comprehensively achieved.
For the above parking control method, in a possible implementation manner, the data related to parking behavior includes parking status video, parking duration and parking fee, and the "acquiring data related to parking behavior in a set manner" includes: at least a part of the data relating to parking behaviour can be acquired at any time.
By such an arrangement, a particular form of obtaining data relating to parking behaviour is given.
With regard to the above parking control method, in one possible embodiment, the control method further includes: in the case of a car pick-up, payment of a fee related to the parking action; and/or enable the display and/or interaction of information related to the traveler.
In this case, it is possible to realize the full-line automation of the parking control and/or to improve the traveler experience.
A second aspect of the present invention provides a parking control system, including: a baggage reservation module configured to: delivering the baggage corresponding to the traveler to the airport in a manner separated from the current vehicle so as to complete consignment of the baggage; a slot reservation module configured to: reserving a target parking space to which a current vehicle is about to arrive; a parking space navigation module configured to: providing at least an indoor navigation of a current vehicle driving a distance from a set position entering an airport to the target parking space; a reverse seek vehicle module configured to: when the traveler returns to the target parking space and needs to take the vehicle, the traveler provides searching navigation for searching the current vehicle parked in the target parking space; and a parking status module configured to: data relating to parking behaviour is acquired in a set manner.
With regard to the parking control system described above, in one possible implementation, the parking space reservation module is further configured to: receiving alternative parking spots recommended by an airport; the alternative parking space is determined according to the information of the traveler and the parking space information of the airport; determining a target parking space to which the current vehicle is about to arrive according to the alternative parking spaces; and reserving the target parking space.
With regard to the parking control system described above, in one possible embodiment, the control system further includes: an automated payment module configured to: in the case of a car pick-up, payment of a fee related to the parking action; and/or a personal hub module configured to: enabling the display and/or interaction of information related to the traveler.
It can be understood that the parking control device for the airport has all the technical effects of any one of the parking control methods for the airport, and the details are not repeated herein.
In the description of the present invention, a "control module" may include hardware, software, or a combination of both. A module may comprise hardware circuitry, various suitable sensors, communication ports, memory, may comprise software components such as program code, or may be a combination of software and hardware. The processor may be a central processing unit, microprocessor, image processor, digital signal processor, or any other suitable processor. The processor has data and/or signal processing functionality. The processor may be implemented in software, hardware, or a combination thereof. Non-transitory computer readable storage media include any suitable medium that can store program code, such as magnetic disks, hard disks, optical disks, flash memory, read-only memory, random-access memory, and the like.
Further, it should be understood that, since the control module is set only for illustrating the functional units in the system corresponding to the airport parking control method of the present invention, the physical device corresponding to the control module may be the processor itself, or a part of software, a part of hardware, or a part of a combination of software and hardware in the processor. Thus, the number of control modules is only exemplary. Those skilled in the art will appreciate that the control module may be adaptively split according to the actual situation. The specific splitting of the control module does not cause the technical solution to deviate from the principle of the present invention, and therefore, the technical solution after splitting will fall into the protection scope of the present invention.
A third aspect of the invention provides a computer readable storage medium adapted to store a plurality of program codes adapted to be loaded and run by a processor to perform a method of parking control at an airport according to any one of the preceding claims.
It is understood that the computer readable storage medium has all the technical effects of any one of the above-mentioned airport parking control methods, and will not be described herein again.
It will be understood by those skilled in the art that all or part of the processes of the parking control method for an airport according to the present invention may be implemented by a computer program, which can be stored in a computer-readable storage medium and can implement the steps of the above-mentioned method embodiments when the computer program is executed by a processor. Wherein said computer program comprises computer program code, it is understood that the program code comprises, but is not limited to, program code for performing the above-mentioned parking control method for an airport. For convenience of explanation, only portions relevant to the present invention are shown. The computer program code may be in source code form, object code form, an executable file or some intermediate form, etc. The computer-readable medium may include: any entity or device capable of carrying said computer program code, media, usb disk, removable hard disk, magnetic diskette, optical disk, computer memory, read-only memory, random access memory, electrical carrier wave signals, telecommunication signals, software distribution media, etc. It should be noted that the computer readable medium may contain content that is subject to appropriate increase or decrease as required by legislation and patent practice in jurisdictions, for example, in some jurisdictions, computer readable media does not include electrical carrier signals and telecommunications signals as is required by legislation and patent practice.
A fourth aspect of the invention provides a control device comprising a memory and a processor, the memory being adapted to store a plurality of program codes, the program codes being adapted to be loaded and run by the processor to perform a method of parking control at an airport according to any one of the preceding claims.
It is understood that the control device has all the technical effects of the parking control method for the airport described in any one of the foregoing, and the details are not repeated herein. The control device may be a control device formed including various electronic devices.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the description below are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a flowchart illustrating a parking control method for an airport according to an embodiment of the present invention.
Detailed Description
Preferred embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only for explaining the technical principle of the present invention, and are not intended to limit the scope of protection of the present invention and the like.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or modules, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, modules, and/or groups thereof.
It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
For the convenience of understanding of the embodiments of the present invention, the following description will be further explained by taking specific embodiments as examples with reference to the drawings, and the embodiments are not to be construed as limiting the embodiments of the present invention. While numerous specific details are set forth in the following description, it will be apparent to one skilled in the art that the present invention may be practiced without some of these specific details. In some instances, principles and the like well known to those skilled in the art have not been described in detail in order to not unnecessarily obscure the present invention.
In this embodiment, the parking control method for an airport according to the present invention is described by taking an applet (e.g., a wechat applet) on a cellular phone of a traveler as an example. Obviously, the parking control method for the airport of the present invention can also be implemented by APP on a mobile phone, vehicle-mounted equipment, other terminals, etc.
Referring to fig. 1, fig. 1 is a flow chart illustrating a parking control method for an airport according to an embodiment of the present invention. As shown in fig. 1, the parking control method for an airport of the present invention mainly includes the steps of:
s101, a luggage reservation step:
this step is mainly to send the baggage corresponding to the traveler to the airport in a manner separated from the current vehicle so as to complete the consignment of the baggage.
In one possible embodiment, the consignment of the property is done with the baggage corresponding to the traveler being individually sent to the airport. The completion of the step mainly comprises two parts of a luggage consignment function and a consignment fee settlement function, specifically:
and the traveler inputs the traveler information such as the flight date, flight number, take-off place, landing place and home address of the journey corresponding to the traveler, the time for getting express at home and the like on the interactive interface of the small program. Through the cooperation of the airport and a third party such as an express company, on the premise that the information of the travelers has safety guarantee, the airport transfers the information of the travelers to the express company to realize information exchange, and the express company assigns employees of the express company through the information of the travelers.
According to the appointed time for getting the express delivery at home and the location determined based on the home address, if the luggage of the travelers is taken in the mode of getting the goods at home, if the number of the luggage is checked, whether the luggage contains the goods prohibited from being shipped or not is checked, and the luggage is guaranteed to be completely packaged, the express company can guarantee to transport the luggage to the airport in advance and handle the luggage shipment procedures and the like on the airport as much as possible.
In addition, the luggage checking process also comprises the following steps: uploading the weight of the luggage to a background according to the airport consignment result, if the weight of the luggage exceeds the free consignment limit, calculating the cost required to be paid by the traveler and sending the information related to the cost to the traveler, for example, providing a payment interface capable of directly performing payment operation for the traveler, for example, skipping to the payment interface capable of directly performing payment operation by a small program.
S103, parking space reservation step:
the step is mainly used for reserving the target parking space to which the current vehicle is about to arrive.
Preferably, the parking space reservation step specifically includes:
and S1031, the small program receives the alternative parking spaces recommended by the airport and determined according to the information of the travelers and the parking space information of the airport.
In a possible embodiment, S1031 is specifically:
the recommendation of the alternative parking space is done by the flight information of the travelers including but not limited to, the current vehicle information, the individual needs of the travelers, the expected parking time of the vehicle, etc. and the parking space information of the airport like the parking space occupation information as acquired by including but not limited to a high definition camera, the parking space which is determined/predicted from parking data, etc. to be free at the expected parking time, etc.
It can be understood that, those skilled in the art can make rules that the parking spaces can belong to alternative parking spaces according to actual conditions. Such as may be: the alternative parking spaces can comprise one or more; for travelers (such as SVIP, VIP and common travelers) with different grades, the number of recommended parking spaces and specific parking spaces can be different; and the like.
For example, the flight information of the traveler is obtained by the flight number, departure date, and departure and landing place of the airplane, and the airport parking lot closest to the terminal of the airport from which the traveler departed is locked by the flight information filled by the traveler; if the current vehicle information can comprise the vehicle type, the license plate number and the like of the vehicle, and the parking space suitable for the vehicle type is screened out in the airport parking lot closest to the airport terminal through the vehicle information; the individual needs of the traveler may include, but are not limited to: the traveler selects long-term parking or short-term parking, if the traveler selects long-term parking, the traveler recommends a long-term parking area, and if the traveler selects short-term parking, the traveler recommends a short-term parking area; the traveler selects fee priority or timeliness priority, if the traveler selects fee priority, the parking space far away from the exit is recommended, and if the traveler selects timeliness priority, the parking space near the exit is recommended; and the like. The parking space occupation information acquired by the high definition camera can be as follows: the method comprises the steps of capturing a currently parked vehicle through a high-definition camera, identifying the license plate number of the currently parked vehicle through an image identification technology (for example, positioning a license plate area in the vehicle, carrying out image preprocessing on the license plate area, and outputting the license plate number of the license plate area through character segmentation and identification), outputting the identified license plate number to related data, and obtaining real-time occupation information of each parking space.
And S1033, according to the alternative parking spaces, determining a target parking space to which the current vehicle is about to arrive by the traveler in an interactive interface of the small program.
And S1035, reserving the target parking space by the traveler in a mode of operating an interactive interface of the small program.
In a possible embodiment, S1031 and S1035 are specifically:
if the recommended alternative parking spaces comprise a plurality of alternative parking spaces and the traveler receives the alternative parking spaces, the traveler needs to select one of the alternative parking spaces as a target parking space on the interactive interface, and then clicks for reservation, so that reservation of the target parking space can be completed;
if the recommended alternative parking spaces comprise one parking space and the traveler receives the alternative parking space, directly clicking on an interactive interface to determine and reserve, namely, completing reservation of the target parking space;
if the traveler does not accept the recommended alternative parking spaces (no matter the alternative parking spaces include one or more parking spaces), the traveler can click the option of the parking space allowed to be selected on the interactive interface and jump to a parking space selection interface;
on this basis, the passerby can select out the target parking stall voluntarily, if can be: calling flight information of a traveler to display a plan view of an airport parking lot closest to an airport terminal of an airport from which the traveler departs; displaying the occupation information of each parking space in the airport parking lot (dynamically displaying the occupation state of the parking space at the moment in real time; displaying gray occupied parking spaces to indicate that the parking spaces are not selectable, and displaying green unoccupied parking spaces to indicate that the parking spaces are selectable); a traveler selects one of the vacant parking spaces displaying green according to the parking condition as a target parking space, and then clicks the reservation to finish the reservation of the target parking space;
s105, parking space navigation:
this step includes at least an indoor navigation function enabling navigation of a traveler driving a vehicle from a set position (e.g., a parking lot) entering an airport to a route of a target parking space.
Preferably, this step further includes an outdoor navigation function enabling a traveler to navigate the vehicle from the location of his vehicle (e.g., a parking garage corresponding to the traveler's home address) to a set location at the airport (e.g., the aforementioned parking garage).
In one possible implementation manner, the outdoor navigation function is implemented as follows:
the mode of jumping to outdoor navigation can be two types: the first mode is that the traveler clicks and selects the outdoor navigation on a page where parking space reservation is successful, the second mode is that the outdoor navigation is directly selected on a home page of an interactive interface, and the system plans out the current optimal path (default path) according to the current reservation order of the traveler and automatically starts the outdoor navigation. The outdoor navigation function may be implemented, for example, by invoking a grand map, an Tencent map, a Baidu map, etc. to navigate to a parking lot at a selected airport. Of course, the system may also plan another driving route according to other requirements of the traveler, that is, the default route is replaced with another planned driving route.
In one possible implementation, the indoor navigation function is implemented as follows:
the mode of jumping to indoor navigation can be two types: the first mode is to seamlessly switch from outdoor navigation to indoor navigation after a traveler enters an airport parking lot, the second mode is to select indoor navigation on the home page of an interactive interface, and the system starts indoor navigation based on a target parking space in an existing reservation order of the traveler.
In a preferred embodiment, the indoor navigation function is realized by the following steps:
the method comprises the steps of adopting Bluetooth with low power consumption, carrying out position calibration on travelers through a Kalman filtering algorithm and an RSSI-distance algorithm, adopting a Floyd shortest path algorithm to carry out optimal path planning of indoor navigation, and carrying out Animation rendering of navigation on a front-end interface of a small program through an Animation component of a deep development small program. Specifically, the method comprises the following steps:
s1051, calibrating the position of a traveler, wherein the steps specifically comprise:
s10511, the traveler turns on the Bluetooth function and is used for receiving the RSSI value of the Bluetooth beacon iBeacon module arranged in the airport parking lot.
S10513, RSSI denoising processing based on Kalman filtering: in practical application, the RSSI value is a time-varying signal, and the environment and the measurement distance are fixed, the RSSI value of the bluetooth low energy has a certain system error, and meanwhile, since the RSSI value received by the mobile phone has a certain observation error, the invention defines a kalman filter to perform noise reduction processing on the RSSI value of the signal, and the specific equation involved in the noise reduction processing is as follows:
(1) prediction covariance equation: the estimated covariance of the time instant system (p-1) + the estimated covariance of the time instant system + the noise covariance in the process between the two time instants;
(2) kalman gain equation: the kalman gain is the estimated covariance of the system at time p/(the estimated covariance of the system at time p + the observed noise covariance);
(3) updating an optimal value equation: the optimal value of the state variable at the time p is the predicted value of the state variable + Kalman gain (the measured value of the state variable-the predicted value of the state variable);
(4) updating the covariance equation: and (3) transferring the covariance of the system (the estimated covariance of the system at the moment p) to the next operation, namely (p +1) operation.
And S10515, after Kalman filtering denoising treatment, calculating the distance value according to a formula.
In a specific embodiment, the distance value is calculated by:
in an actual environment, signals of the iBeacon module can continuously weaken on a propagation path, and specifically, the farther the mobile phone is away from the iBeacon module, the weaker the measured signals are, and the smaller the RSSI value is. Moreover, the RSSI value has great fluctuation, therefore, in the invention, a regression type mathematical model (for example, the formula can be obtained by using a fit function in Matlab to realize log function fitting, the mathematical principle of the formula is a least square method polynomial curve, and the like) is adopted to collect a large number of RSSI values at any position of the beacon equipment (iBeacon module), and a more accurate distance value is obtained through the form of function fitting.
Such as may be: and characterizing the relation between the distance and the RSSI through a shadow fading model. In actual environment, radio signals are not unobstructed in a propagation path, and when obstacles are met, the signals are reflected or absorbed, so that a shadow effect is caused. In an actual indoor environment, there are many obstacles around the receiver, and the shadow effect caused by these obstacles causes the median value of the field intensity at the receiving antenna to change, and the fading caused by this cause becomes shadow fading. Also, the value of the field strength is also called slow fading because it changes slowly due to the physical environment.
Research observation shows that the median value of the field intensity of the received signal approximately follows the log-normal distribution. The relationship of shadow fading to propagation distance and shadow loss can be expressed as the formula:
RSSI=-10αlog 10 (d/d 0 )+K (1)
in formula (1), α represents a path loss exponent that varies according to ambient environmental conditions, d represents a distance between the bluetooth beacon and the handset, and d 0 Is the reference distance between the Bluetooth beacon and the mobile phone, generally takes a value of less than or equal to 3m, such as about 1m, and K is d 0 The average of the RSSI values at (a).
And (3) changing the base of the formula to obtain a fitting function as the formula:
RSSI=C*ln(d)+m (2)
in the formula (2), C is equal to (-10) × α in value, m is equal to (K-10) in value, C and m have different values in different environments, and RSSI test needs to be performed for each parking lot, so that specific parameter setting is performed.
And calculating the distance value of the iBeacon module from the traveler by combining the fitting function with the obtained RSSI value.
S10517, after the distance value is calculated according to the formula, the position of the traveler in the parking lot of the airport is estimated through the indoor positioning algorithm (estimating the maximum likelihood value) based on the maximum likelihood method.
Because of the instability of the signal of the iBeacon module, the distance value obtained by calculating the RSSI value inevitably has an error in an objective level, and therefore on the basis, the maximum likelihood value is estimated by adopting a maximum likelihood method, so that the position of a traveler in a parking lot of an airport is positioned. The positioning principle of the maximum likelihood method is as follows:
assuming that an unknown node to be measured and n known nodes exist in a region, when the measured distances from the unknown node to be measured to all the known nodes are known, a distance equation between the known node and the unknown node to be measured can be obtained. Specifically, the method comprises the following steps:
let the coordinates of n known nodes be (x) respectively 1 ,y 1 ),(x 2 ,y 2 ),(x 3 ,y 3 )…(x n ,y n ) These have already beenThe distances between the known node and any unknown node (x, y) to be measured are d 1 ,d 2 ,d 3 …d n Then there is the following system of equations (containing n equations, each being the distance between two points in the two-dimensional coordinate system):
Figure BDA0003259506720000131
starting with the first (top-down) equation, subtracting the last equation in turn, the system of equations can be expressed as AX ═ B, where A, X, B are:
Figure BDA0003259506720000132
Figure BDA0003259506720000133
Figure BDA0003259506720000134
the standard least square method in the form of matrix is adopted for estimation, and the coordinate solution of the unknown node to be measured can be obtained as follows:
X=(A T A) -1 A T B# (7)
s10517, based on the above coordinate solution (the current position of the traveler (vehicle corresponding to the traveler)) and the target parking space (the position to which the vehicle needs to reach), perform the optimal path planning for indoor navigation.
In a possible implementation mode, a Floyd shortest parking space path algorithm based on a BRP function is adopted to carry out optimal path planning. The core idea of the Floyd algorithm is as follows:
(1) the shortest path from node i to j has two possibilities: directly from i to j and from i to j through several nodes k to j;
(2) using map (i, j) to represent the distance of the shortest path between nodes i and j, and checking whether map (i, k) + map (k, j) < map (i, j) is established for each node k;
(3) if true, make map (i, j) ═ map (i, k) + map (k, j); each k is traversed and each update is divided by the number (distance) of the k row and the k column.
In this way, under the condition that the position of the target parking space reserved by the traveler is known, the optimal path corresponding to indoor navigation is planned based on the determined current position of the traveler, and the real-time indoor navigation function is realized based on the optimal path.
In order to implement the indoor navigation function, the traffic condition of the parking lot of the airport in the peak period (the time impedance representing the traffic condition changes and is obviously increased in the peak period) can be considered at the same time, for example, the actual travel time required by a vehicle to pass through a certain Road section in the parking lot can be corrected by using a Bureau of Public Road function according to the relation between the actual travel time of the vehicle and the Road traffic volume in the parking lot, and the specific formula adopted by the correction is as follows:
Figure BDA0003259506720000141
in the formula (8), t l Actual travel time, t, required for passing a vehicle through a section l in a parking lot l0 The time required for free running of the vehicle when the road section is in the empty static state is different, because the path parameters with different lengths and widths are different, and even though the road sections are all parking lots, the parking lots are different, therefore, the empty static state of the road section needs to be reasonably set according to specific road sections and maps for specific parking lots, Q is the actual traffic volume passing through the road section, the unit is pcu/h, C is the actual traffic capacity of the road section, namely the number of vehicles actually passing through the road section in unit time, the unit is pcu/h, alpha/beta is a model undetermined parameter, and exemplarily, the reference values of alpha and beta are 0.15 and 4 respectively.
S107, reverse vehicle searching:
the step is mainly used for searching the current vehicle parked in the target parking space after a traveler arrives on a return journey and needs to take the vehicle.
If the applet can respond to the click of the traveler on the display/interactive interface to start the reverse car-finding function, after the start, if the user can input information such as the license plate number of the car in the display/interactive interface, the parking space of the parked car can be defined as the target position based on the information, and the position of the traveler can be calibrated and a car-finding path can be planned based on the position in a manner similar to the indoor navigation function.
S109, automatic payment:
this step is mainly used to pay the costs associated with parking actions in the case of a traveler taking the car. If the traveler drives the vehicle away from the target parking space, the traveler can jump to the interface for automatic payment after clicking the display/interactive interface of the small program (for example, displaying to immediately take the vehicle).
S111, individual display and/or interaction steps:
the step is mainly embodied in that a display/interaction interface is configured in the small program so as to realize the display and/or interaction of information related to the traveler individual.
In one possible embodiment, the information related to the traveler that may be displayed or allowed to interact by the display/interaction interface may include, but is not limited to, vehicle information, historical order information, airport information, and opinion feedback information.
By way of example, the displays and/or interactions that may be involved in this step may include:
s1111, a display/interactive interface allows the traveler to fill in information of the current vehicle and display the information of the vehicle.
And S1113, collecting the small programs and displaying the airports commonly used by the traveler through a display/interactive interface. Such as may be: the airport commonly used by the traveler comprises a plurality of airports which are generated in a list mode, and exemplarily, the airports can be arranged in a descending order according to the historical parking times of the traveler in the airports.
S1115, the display/interaction interface can display the historical parking order of the traveler; such as may be: the information content of the displayed historical parking order may include a parking lot name, parking time/duration, payment status, and the like.
S1117, the display/interactive interface allows the traveler to fill in satisfaction with the current usage or the history of usage including the current, and improve opinions, etc.
Further, the parking control method of the present invention further includes:
s113, a parking state informing step:
this step is mainly used to enable travelers to obtain data relating to parking behaviour in a set manner.
In one possible embodiment, the data related to parking behavior may include, but is not limited to, parking status video, parking duration, parking fee, etc., such as a user may obtain one or more of the aforementioned parking statuses in a set manner (e.g., based on an inquiry, periodically, anytime, etc.). Preferably, at least a part of the data relating to parking behavior is available at any time, for example by a traveler. Such as by initiating a request at the applet's display/interactive interface to have obtained a current parking status video, etc.
In the airport parking control method of the present invention, the user's luggage can be individually consigned at the time separated from the vehicle on the basis of the reservation; by recommending the alternative parking spaces of the airport to the user, the user can make parking space reservation based on the alternative parking spaces, so that the target parking space required to be reached is obtained; through the cooperation of outdoor navigation, indoor navigation including path planning and reverse vehicle searching, the vehicle can be guaranteed to efficiently drive to and away from a target parking space. Through the cooperation of functions such as luggage reservation, parking stall navigation, reverse car of seeking, the difficult scheduling problem of the management at the airport of having alleviated passerby at the airport of parking difficulty, having sought the car difficulty and having promoted passerby's trip and experienced. In addition, it is possible to achieve fine management of the traveler.
It should be noted that, although the foregoing embodiments describe each step in a specific sequence, those skilled in the art may understand that, in order to achieve the effect of the present invention, different steps do not have to be executed in such a sequence, and may be executed simultaneously or in other sequences, and some steps may be added, replaced or omitted, and these changes are within the protection scope of the present invention.
It should be noted that, although the detection layout control method configured in the above-described specific manner is described as an example, those skilled in the art will appreciate that the present invention should not be limited thereto. In fact, the related steps can be flexibly adjusted according to situations such as actual application scenes.
So far, the technical solutions of the present invention have been described in connection with the preferred embodiments shown in the drawings, but it is apparent to those skilled in the art that the scope of the present invention is not limited to these specific embodiments. Equivalent changes or substitutions of related technical features can be made by those skilled in the art without departing from the principle of the invention, and the technical scheme after the changes or substitutions can fall into the protection scope of the invention.

Claims (7)

1. A parking control method for an airport, comprising:
delivering the baggage corresponding to the traveler to the airport in a manner separated from the current vehicle so as to complete consignment of the baggage;
reserving a target parking space to which a current vehicle is about to arrive; the method specifically comprises the following steps:
receiving alternative parking spots recommended by an airport;
the alternative parking space is determined according to the information of the traveler and the parking space information of the airport;
determining a target parking space to which the current vehicle is about to arrive according to the alternative parking spaces;
reserving the target parking space;
providing at least an indoor navigation of a current vehicle driving a distance from a set position entering an airport to the target parking space; also providing outdoor navigation of the current vehicle driving to a set location at the airport at the location of the vehicle;
when the traveler returns to the target parking space and needs to take the vehicle, the traveler provides searching navigation for searching the current vehicle parked in the target parking space; and
acquiring data related to parking behaviors in a set mode;
the indoor navigation for providing the distance from the current vehicle to the target parking space driven from the set position of the entrance airport comprises the following steps: when a traveler enters an airport parking lot, seamless switching is performed from outdoor navigation to indoor navigation; or, the traveler selects indoor navigation on the home page of the interactive interface, and the indoor navigation is started based on the target parking space in the existing reservation order of the traveler;
the indoor navigation implementation method comprises the following steps:
a traveler turns on a Bluetooth function and receives an RSSI value of a Bluetooth beacon iBeacon module arranged in an airport parking lot;
constructing a prediction covariance equation by using the estimation covariance of the time instant system (p-1) the estimation covariance of the time instant system + the noise covariance in the process between two time instants;
constructing a Kalman gain equation by using the formula of Kalman gain (the estimated covariance of a p-moment system/(the estimated covariance of the p-moment system + the observed noise covariance);
constructing an optimal value equation by the formula p that the optimal value of the state variable at the moment is equal to the predicted value of the state variable + Kalman gain (the measured value of the state variable-the predicted value of the state variable);
the covariance of the system at this time, namely the estimated covariance of the system at the time p, is transferred to the next operation, a covariance equation is updated, and the RSSI value of the Bluetooth beacon iBeacon module is subjected to noise reduction;
based on the RSSI value after making an uproar, calculate the distance value of iBeacon module distance traveller, specifically include:
passing through type
RSSI=-10αlog 10 (d/d 0 )+K (1)
Obtaining the relation of shadow loss of the propagation distance; where α represents a path loss exponent varying according to ambient environmental conditions, d represents a distance between the bluetooth beacon and the handset, and d 0 Is the reference distance between the Bluetooth beacon and the handset, K is d 0 Average of the RSSI values at (a);
obtaining a fitting function formula (2) by changing the base of the formula (1)
RSSI=C*ln(d)+m (2),
Calculating to obtain a distance value of the iBeacon module from a traveler by combining the RSSI value after noise reduction in the formula (2);
reducing the error of the distance value of the iBeacon module from the traveler by a maximum likelihood method;
based on the distance value of the iBeacon module from the traveler processed by the maximum likelihood method, the optimal path planning of indoor navigation is performed by the Floyd method, which specifically comprises the following steps:
the shortest path from node i to j has two possibilities: directly from i to j and from i to j through several nodes k to j;
using map (i, j) to represent the distance of the shortest path between nodes i and j, and checking whether map (i, k) + map (k, j) < map (i, j) is established for each node k;
if true, make map (i, j) ═ map (i, k) + map (k, j); traversing each k, wherein the number of dividing the k-th row and the k-th column is updated every time, and the number of dividing the k-th row and the k-th column is the optimal path of indoor navigation;
the indoor navigation also comprises a pass-through mode
Figure FDA0003720512290000031
Correcting the actual running time of the vehicle passing through a certain road section in the parking lot; in the formula, t l Actual travel time, t, required for passing a vehicle through a section l in a parking lot l0 The time required by the vehicle to freely run when the road section is in an empty and static state, Q is the actual traffic volume passing through the road section and has the unit of pcu/h, C is the actual traffic capacity of the road section and has the unit of pcu/h, and alpha/beta is a model undetermined parameter.
2. The parking control method according to claim 1, wherein the data relating to parking behavior includes parking status video, parking duration and parking fee, and the "data relating to parking behavior is acquired in a set manner":
at least a part of the data relating to parking behaviour can be acquired at any time.
3. The parking control method according to claim 1, characterized by further comprising:
in the case of a car pick-up, payment of a fee related to the parking action; and/or
Enabling the display and/or interaction of information related to the traveler.
4. An airport parking control system, comprising:
a baggage reservation module configured to: delivering the baggage corresponding to the traveler to the airport in a manner separated from the current vehicle so as to complete consignment of the baggage;
a slot reservation module configured to: reserving a target parking space to which a current vehicle is about to arrive;
a parking space navigation module configured to: providing at least an indoor navigation of a current vehicle driving a distance from a set position entering an airport to the target parking space; the indoor navigation performs the method of any one of claims 1 to 3;
a reverse seek vehicle module configured to: when the traveler returns to the target parking space and needs to take the vehicle, the traveler provides searching navigation for searching the current vehicle parked in the target parking space; and
a parking status module configured to: acquiring data related to parking behaviors in a set mode;
the parking spot reservation module is further configured to:
receiving alternative parking spots recommended by an airport;
the alternative parking space is determined according to the information of the traveler and the parking space information of the airport;
determining a target parking space to which the current vehicle is about to arrive according to the alternative parking spaces;
and reserving the target parking space.
5. The parking control system of claim 4, further comprising:
an automated payment module configured to: in the case of a car pick-up, payment of a fee related to the parking action; and/or
A personal hub module configured to: enabling the display and/or interaction of information related to the traveler.
6. A computer-readable storage medium, characterized in that the storage medium is adapted to store a plurality of program codes, said program codes being adapted to be loaded and run by a processor to perform the method of parking control at an airport according to any one of claims 1 to 3.
7. A control arrangement, characterized in that it comprises a memory and a processor, said memory being adapted to store a plurality of program codes, said program codes being adapted to be loaded and run by said processor to perform the method of parking control at an airport according to any one of claims 1 to 3.
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