CN106875740A - Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality - Google Patents

Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality Download PDF

Info

Publication number
CN106875740A
CN106875740A CN201710281113.7A CN201710281113A CN106875740A CN 106875740 A CN106875740 A CN 106875740A CN 201710281113 A CN201710281113 A CN 201710281113A CN 106875740 A CN106875740 A CN 106875740A
Authority
CN
China
Prior art keywords
radio signal
wireless
difference
geomagnetic data
change
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201710281113.7A
Other languages
Chinese (zh)
Inventor
汪志冰
何辉
刘景顺
吴华意
邵云东
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Wuhan Tuo Bao Science And Technology Co Ltd
Original Assignee
Wuhan Tuo Bao Science And Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Wuhan Tuo Bao Science And Technology Co Ltd filed Critical Wuhan Tuo Bao Science And Technology Co Ltd
Priority to CN201710281113.7A priority Critical patent/CN106875740A/en
Publication of CN106875740A publication Critical patent/CN106875740A/en
Pending legal-status Critical Current

Links

Classifications

    • 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
    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/01Detecting movement of traffic to be counted or controlled
    • G08G1/042Detecting movement of traffic to be counted or controlled using inductive or magnetic detectors

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)
  • Geophysics And Detection Of Objects (AREA)

Abstract

The present invention relates to a kind of joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality, the method includes:Wireless geomagnetism detector detects the geomagnetic data of parking stall, and the geomagnetic data that will be detected is by transmission of wireless signals to wireless receiver;The change of change and radio signal status according to the geomagnetic data, the accurate state for judging parking stall.The present invention makes full use of car and the difference without vehicle radio transmission channel, the jointly detection algorithm of magnetic number value and radio signal quality, a comprehensive court verdict is given, terrestrial magnetic disturbance can be preferably reduced and be faced the influence of parking stall interference, improve the verification and measurement ratio of parking space state.

Description

Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality
Technical field
The present invention relates to the detection of parking space state, in particular to joint earth's magnetic field and the parking stall measure side of radio signal quality Method and system, for realizing identification for vehicles while passing parking stall and parking stall seizure condition etc..
Background technology
Current earth magnetism wagon detector is all the detection for carrying out vehicle-state in a detector, then wirelessly will inspection Survey result and issue platform.
In actual detection, in order to reduce influence of the geomagnetic sensor for terrestrial magnetic disturbance, complexity is mainly employed The mode of digital filtering;Face parking stall interference to reduce, more by the way of different weights are assigned to axially different earth magnetism numerical value, The weight of lateral numerical value is reduced, but while reduction is faced parking stall and disturbed, the sensitivity of geomagnetism detecting is also reduced simultaneously.
With developing rapidly for auto manufacturing, specific strength (strength-to-weight ratio) is significantly better than the aluminium of ferrimagnet Material, accounting is increasing in body of a motor car, and the strong of the neighbouring magnetic fluctuation in the parking stall caused due to vehicles while passing can be reduced naturally Degree, reduces the accuracy rate of parking space state detection.There is portioned product by the way of microwave, infrared or radar to increase at present For the verification and measurement ratio of this kind of vehicle, while cost and power consumption is significantly increased, introduce again for weather, illumination, environment etc. The interference and limitation of factor, effect are extremely limited.
The content of the invention
Present invention aim to overcome that above-mentioned the deficiencies in the prior art and a kind of joint earth's magnetic field and wireless signal matter are provided The method for detecting parking stalls and system of amount, in the case where cost and power consumption is not increased, merge geomagnetic sensor data and wireless communication Number quality, reduces for terrestrial magnetic disturbance, faces the influence of parking stall interference, improves for lilliput car, the recognition capability of full aluminium vehicle, Lift the detection accuracy of parking space state.
The technical scheme for realizing the object of the invention use is the parking stall measure of a kind of joint earth's magnetic field and radio signal quality Method, the method includes:
Wireless geomagnetism detector detects the geomagnetic data of parking stall, and the geomagnetic data that will be detected passes through transmission of wireless signals extremely Wireless receiver;
The change of change and radio signal status according to the geomagnetic data, the accurate state for judging parking stall.
In the above-mentioned technical solutions, the change and the change of radio signal status according to the magnetic data, accurately Judge including with the presence or absence of vehicle on parking stall:
Geomagnetic data difference twice before and after detection, and radio signal status difference;
If any difference reaches decision threshold, parking stall shape in the difference of the difference of geomagnetic data and radio signal status State changes;If both the difference of the difference of geomagnetic data and radio signal status is not up to decision threshold, parking stall shape State does not change.
The present invention devises a kind of continuous detection earth magnetism numerical value on conventional wireless three axles earth magnetism wagon detector, takes out Several independent critical datas, by wirelessly reporting platform, earth magnetism wagon detector wireless signal strength are recorded at platform end And signal to noise ratio, car and the difference without vehicle radio transmission channel are made full use of, jointly the inspection of magnetic number value and radio signal quality Method of determining and calculating, provides a comprehensive court verdict, can preferably reduce terrestrial magnetic disturbance and face the influence of parking stall interference, improves parking stall The verification and measurement ratio of state.
Brief description of the drawings
Fig. 1 is for the parking stall measure system of embodiment use invention joint earth's magnetic field and radio signal quality in parking stall without car Schematic diagram during state.
Fig. 2 is the parking stall measure system that embodiment combines earth's magnetic field and radio signal quality in parking stall having car state Schematic diagram.
Fig. 3 is the flow chart of the method for detecting parking stalls that embodiment combines earth's magnetic field and radio signal quality.
Specific embodiment
The present invention is described in further detail with specific embodiment below in conjunction with the accompanying drawings.
As depicted in figs. 1 and 2, the parking stall measure system of present invention joint earth's magnetic field and radio signal quality includes being embedded in Wireless geomagnetism detector on each parking stall ground, (i.e. wireless platform, schemes to set up a wireless receiver every a segment distance Platform is denoted as in 1 and Fig. 2).Wireless receiver includes storage computing module and judge module.
The parking stall measure system of joint earth's magnetic field and radio signal quality realizes the flow such as Fig. 3 institutes to parking space state detection Show, comprise the following steps:
S1, wireless geomagnetism detector detect the geomagnetic data of parking stall, and the geomagnetic data that will be detected passes through wireless signal Send.
S2, wireless receiver receive the geomagnetic data that the wireless geomagnetism detector is sent with wireless signal, by storage Computing module sets up one 5 tables of data { Xt, Yt, Zt, St, Nt } of dimension, Xt, Yt, Zt to geomagnetic data and radio signal status Respectively t X, Y and Z axis earth magnetism background value, St are t wireless reception of signals intensity, and Zt is t wireless reception of signals Signal to noise ratio, and 5 data tieed up are normalized, the geomagnetic data difference before and after then calculating twice, and wireless communication The difference of number state, the difference of radio signal status is wireless signal strength difference and signal to noise ratio difference, that is, obtain { △ Xt, △ Yt、△Zt、△St、△Nt}。
S3, the change according to the geomagnetic data and the change of radio signal status, the accurate state for judging parking stall, tool Body deterministic process is as follows:
The vehicle sample of the actual acquisition that two decision thresholds of setting, earth magnetism thresholding θ 1 and joint-detection thresholding θ 2, θ 1 are used This statistics draw value, the present embodiment takes and is not less than 0.1 Gauss;θ 2 is according to the main lobe of antenna and the gain difference of secondary lobe, this reality Apply example and take and be not less than 10dB.Weight vectors { α x, α y, α z, α s, α n }, weight vectors represent X, Y and Z axis earth magnetism background value, wireless The weighted value of received signal strength, wireless reception of signals signal to noise ratio during parking space state differentiation;
The Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣≤, Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1≤θ 2, then show earth magnetism Disturbance quantity and radio signal status knots modification, have all reached decision threshold, now adjudicate parking space state and there occurs change;
The Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣≤, Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1<θ 2, then show disturbing for earth magnetism Momentum has reached decision threshold, and radio signal status knots modification is not up to thresholding, now adjudicates parking space state and there occurs change;
Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣<The , Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1≤θ 2, then show disturbing for earth magnetism Momentum is less than normal, and radio signal status knots modification has reached decision threshold, now adjudicates parking space state and there occurs change;
Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣<The , Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1<θ 2, then show disturbing for earth magnetism Momentum is less than normal, and radio signal status knots modification is also not up to thresholding, now adjudicates parking space state and does not change.
As a kind of preferred embodiments of the invention, before parking space state is judged, first judge that parking stall original state is With the presence or absence of whether having movable vehicle near terrestrial magnetic disturbance or parking stall during room, specifically include:
S4, storage computing module obtain geomagnetic data according to what is obtained, respectively obtain the axle of t0 time periods n x, y and z tri- ground magnetic number According to:Three axle geomagnetic datas are carried out independent row by X { x1, x2 ..., xn }, Y { y1, y2 ..., yn }, Z { z1, z2 ..., zn } Sequence, the present embodiment sequence can carry out nonlinear filtering counting using existing median filter.Take 0.1n~0.9n in sorting Numerical value carries out the mean value computation that counts, and is designated as X0, Y0 and Z0, used as the initial base value of the earth magnetism of current parking stall.Wherein 0.1n~0.9n Refer to the data that maximum 10% and minimum 10% is excluded after being sized, remaining these numerical value are counted again Mean value computation.
S5, by earth magnetism initial base value X0, Y0 and the Z0 under original state, wireless receiver is sent to by wireless signal, Wireless receiver records the wireless signal strength S0 and signal to noise ratio N0 for now receiving simultaneously.
S6, three axle geomagnetic datas are persistently detected, every a cycle ticket reserving time t1, calculate current according to S4 methods describeds Background value Xt, Yt and Zt of moment earth magnetism, and by being wirelessly sent to wireless receiver, wireless receiver record is now received Wireless signal strength St and signal to noise ratio Nt.
S7, one fluctuation thresholding delta of setting, the fluctuation thresholding is the fluctuation peak-to-peak value according to earth magnetism background to be taken, Value is more than background fluctuations peak-to-peak value.Maximum or minimum value in n sampled value of any one axle, the difference with background value are big When the thresholding, then show there is movable vehicle or terrestrial magnetic disturbance near parking stall, persistently track three number of axle evidences, until three axis values with The difference of background value is returned to below fluctuation thresholding, then show that fluctuation terminates;Now according to S4 steps, calculate once current Earth magnetism background value Xt, Yt and Zt, and wireless receiver is sent to by wireless signal.
When judgement is present has movable vehicle near terrestrial magnetic disturbance or parking stall, then it is assumed that the environment of parking stall has change, and having can Dead ship condition can occur, start parking space state detection, that is, starting step S1~S3 carries out parking space state detection.

Claims (7)

1. the method for detecting parking stalls of a kind of joint earth's magnetic field and radio signal quality, it is characterised in that including:
Wireless geomagnetism detector detects the geomagnetic data of parking stall, and the geomagnetic data that will be detected by transmission of wireless signals to nothing Line receiver;
The change of change and radio signal status according to the geomagnetic data, the accurate state for judging parking stall.
2. the method for detecting parking stalls of earth's magnetic field and radio signal quality is combined according to claim 1, it is characterised in that described The change of change and radio signal status according to the magnetic data, accurately judges including with the presence or absence of vehicle on parking stall:
Geomagnetic data difference twice before and after detection, and radio signal status difference;
If any difference reaches decision threshold, parking space state hair in the difference of the difference of geomagnetic data and radio signal status It is raw to change;If both the difference of the difference of geomagnetic data and radio signal status is not up to decision threshold, parking space state is not Change.
3. the method for detecting parking stalls of earth's magnetic field and radio signal quality is combined according to claim 2, it is characterised in that:
One 5 tables of data { Xt, Yt, Zt, St, Nt } of dimension, Xt, Yt, Zt difference are set up to geomagnetic data and radio signal status It is t X, Y and Z axis earth magnetism background value, St is t wireless reception of signals intensity, and Zt is t wireless reception of signals noise Than;
Data for 5 dimensions are normalized;
It is calculated data difference { △ Xt, △ Yt, △ Zt, △ St, the △ of front and rear geomagnetic data and radio signal status twice Nt}。
4. the method for detecting parking stalls of earth's magnetic field and radio signal quality is combined according to claim 3, it is characterised in that:
Two decision thresholds of setting, earth magnetism thresholding θ 1 and joint-detection thresholding θ 2, weight vectors { α x, α y, α z, α s, α n }, weight Vector represents X, Y and Z axis earth magnetism background value, wireless reception of signals intensity, wireless reception of signals signal to noise ratio and differentiates in parking space state During weighted value;
The Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣≤, Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1≤θ 2, then show the disturbance of earth magnetism Amount and radio signal status knots modification, have all reached decision threshold, now adjudicate parking space state and change;
The Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣≤, Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1<θ 2, then show the disturbance quantity of earth magnetism Decision threshold has been reached, and radio signal status knots modification is not up to thresholding, now adjudicates parking space state and there occurs change;
Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣<The , Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1≤θ 2, then show the disturbance quantity of earth magnetism It is less than normal, and radio signal status knots modification has reached decision threshold, now adjudicates parking space state and there occurs change;
Dang ∣ α x* △ Xt+ α y* △ Yt+ α z* △ Zt ∣<The , Qie ∣ α s* △ St+ α n* △ Nt ∣ of θ 1<θ 2, then show the disturbance quantity of earth magnetism It is less than normal, and radio signal status knots modification is also not up to thresholding, now adjudicates parking space state and does not change.
5. the method for detecting parking stalls of earth's magnetic field and radio signal quality, its feature are combined according to any one of Claims 1 to 4 It is:Before the accurate state for judging parking stall of change of change and radio signal status according to the geomagnetic data, first sentence It is disconnected to whether there is near terrestrial magnetic disturbance or parking stall whether have movable vehicle, specifically include:
Geomagnetic data detection is carried out to the parking stall without vehicle, axle geomagnetic data X { x1, x2 ..., xn } of x, y and z tri-, Y is obtained Three axle geomagnetic datas are carried out independent sequence by { y1, y2 ..., yn }, Z { z1, z2 ..., zn }, take sequence in 0.1n~ The numerical value of 0.9n carries out mean value computation, is designated as X0, Y0 and Z0, used as the initial base value of the earth magnetism of current parking stall;
By base value X0, Y0 and Z0 under original state, wireless receiving platform is sent to by wireless signal, wireless receiving platform is same Wireless signal strength S0 and signal to noise ratio N0 that Shi Jilu is now received;
Three axle geomagnetic datas are persistently detected, every a cycle ticket reserving time t1, current time ground is calculated according to (1) methods described Background value Xt, Yt and Zt of magnetic, and by wirelessly reporting, wireless signal strength St and signal to noise ratio that platform record is now received Nt
One fluctuation thresholding delta of setting, maximum or minimum value in n sampled value of any one axle, the difference with background value When value is more than the thresholding, then show there is movable vehicle or terrestrial magnetic disturbance near parking stall, three number of axle evidences are persistently tracked, until three number of axle Value is returned to below fluctuation thresholding with the difference of background value, then show that fluctuation terminates;Current earth magnetism is now calculated once again Background value Xt, Yt and Zt, and by wirelessly reporting.
6. the parking stall measure system of a kind of joint earth's magnetic field and radio signal quality, it is characterised in that including:
Wireless geomagnetism detector, is embedded on each parking stall ground, the geomagnetic data for detecting parking stall, and will detect Geomagnetic data is sent by wireless signal;
Wireless receiver, for receiving the geomagnetic data that the wireless geomagnetism detector is sent with wireless signal, and according to described The change of geomagnetic data and the change of radio signal status, the accurate state for judging parking stall.
7. the parking stall measure system of earth's magnetic field and radio signal quality is combined according to claim 6, it is characterised in that described Wireless receiver includes:
Storage computing module, receives the geomagnetic data that the wireless geomagnetism detector is sent with wireless signal, and count for storing Geomagnetic data difference twice before and after calculating, and radio signal status difference;
Judge module, for judging whether the difference of geomagnetic data and the difference of radio signal status reach decision threshold, if appointing One difference reaches decision threshold, then parking space state changes;If two differences are all not up to decision threshold, parking space state is not Change.
CN201710281113.7A 2017-04-26 2017-04-26 Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality Pending CN106875740A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710281113.7A CN106875740A (en) 2017-04-26 2017-04-26 Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710281113.7A CN106875740A (en) 2017-04-26 2017-04-26 Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality

Publications (1)

Publication Number Publication Date
CN106875740A true CN106875740A (en) 2017-06-20

Family

ID=59161830

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710281113.7A Pending CN106875740A (en) 2017-04-26 2017-04-26 Joint earth's magnetic field and the method for detecting parking stalls and system of radio signal quality

Country Status (1)

Country Link
CN (1) CN106875740A (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107730916A (en) * 2017-11-10 2018-02-23 杭州朗米科技有限公司 A kind of earth magnetism parking space detection method
CN108682177A (en) * 2018-05-28 2018-10-19 杭州目博科技有限公司 Using the parking lot detector and control method of multisensor
CN109360442A (en) * 2018-12-10 2019-02-19 无锡加视诚智能科技有限公司 A kind of intelligent parking position management system
CN109523805A (en) * 2018-11-12 2019-03-26 张明荣 A kind of vehicle is in position detecting method and device
CN110364017A (en) * 2019-07-11 2019-10-22 武汉拓宝科技股份有限公司 A kind of parking space state detection method for combining magnetic field and microwave
CN111344760A (en) * 2017-11-06 2020-06-26 罗伯特·博世有限公司 Method and device for determining the occupancy state of a parking space
CN111696380A (en) * 2020-05-20 2020-09-22 深圳市中智车联科技有限责任公司 Method for detecting parking spaces by double barrels
CN112150852A (en) * 2019-06-26 2020-12-29 中兴通讯股份有限公司 Geomagnetic parking space detection method and device
CN112767712A (en) * 2019-11-04 2021-05-07 深圳长城开发科技股份有限公司 Method, system and storage medium for geomagnetic sensor to detect fast passing vehicle
CN115273490A (en) * 2021-04-30 2022-11-01 阿尔卑斯通信器件技术(上海)有限公司 Parking space detection device and parking space detection method

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008015801A (en) * 2006-07-06 2008-01-24 Nissan Motor Co Ltd Vehicle search system, remote control, onboard unit, and, vehicle search method
CN102347970A (en) * 2011-05-09 2012-02-08 浙江创泰科技有限公司 Mesh wireless sensor network-based intelligent parking detection device
CN202404768U (en) * 2011-12-19 2012-08-29 北京时代凌宇科技有限公司 Roadside parking space detecting system
CN202816156U (en) * 2011-12-31 2013-03-20 北京时代凌宇科技有限公司 Parking space detection node apparatus
CN104658267A (en) * 2013-11-15 2015-05-27 国民技术股份有限公司 Vehicle state detection method and vehicle state detection device
KR101586706B1 (en) * 2015-08-10 2016-02-03 (주)버드나인 Method for managing car parking using car stopper with geomagnetic wireless sensor

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008015801A (en) * 2006-07-06 2008-01-24 Nissan Motor Co Ltd Vehicle search system, remote control, onboard unit, and, vehicle search method
CN102347970A (en) * 2011-05-09 2012-02-08 浙江创泰科技有限公司 Mesh wireless sensor network-based intelligent parking detection device
CN202404768U (en) * 2011-12-19 2012-08-29 北京时代凌宇科技有限公司 Roadside parking space detecting system
CN202816156U (en) * 2011-12-31 2013-03-20 北京时代凌宇科技有限公司 Parking space detection node apparatus
CN104658267A (en) * 2013-11-15 2015-05-27 国民技术股份有限公司 Vehicle state detection method and vehicle state detection device
KR101586706B1 (en) * 2015-08-10 2016-02-03 (주)버드나인 Method for managing car parking using car stopper with geomagnetic wireless sensor

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111344760A (en) * 2017-11-06 2020-06-26 罗伯特·博世有限公司 Method and device for determining the occupancy state of a parking space
CN107730916B (en) * 2017-11-10 2019-11-12 杭州朗米科技有限公司 A kind of earth magnetism parking space detection method
CN107730916A (en) * 2017-11-10 2018-02-23 杭州朗米科技有限公司 A kind of earth magnetism parking space detection method
CN108682177A (en) * 2018-05-28 2018-10-19 杭州目博科技有限公司 Using the parking lot detector and control method of multisensor
CN108682177B (en) * 2018-05-28 2023-09-22 杭州目博科技有限公司 Parking space detector adopting multiple sensors and control method
CN109523805A (en) * 2018-11-12 2019-03-26 张明荣 A kind of vehicle is in position detecting method and device
CN109360442A (en) * 2018-12-10 2019-02-19 无锡加视诚智能科技有限公司 A kind of intelligent parking position management system
CN112150852A (en) * 2019-06-26 2020-12-29 中兴通讯股份有限公司 Geomagnetic parking space detection method and device
CN110364017A (en) * 2019-07-11 2019-10-22 武汉拓宝科技股份有限公司 A kind of parking space state detection method for combining magnetic field and microwave
CN112767712A (en) * 2019-11-04 2021-05-07 深圳长城开发科技股份有限公司 Method, system and storage medium for geomagnetic sensor to detect fast passing vehicle
CN111696380A (en) * 2020-05-20 2020-09-22 深圳市中智车联科技有限责任公司 Method for detecting parking spaces by double barrels
CN115273490A (en) * 2021-04-30 2022-11-01 阿尔卑斯通信器件技术(上海)有限公司 Parking space detection device and parking space detection method
CN115273490B (en) * 2021-04-30 2023-09-19 阿尔卑斯通信器件技术(上海)有限公司 Parking space detection device and parking space detection method

Similar Documents

Publication Publication Date Title
CN106875740A (en) Joint earth&#39;s magnetic field and the method for detecting parking stalls and system of radio signal quality
CN104200701B (en) A kind of parking stall measure synthetic determination method
CN103927870B (en) A kind of vehicle detection apparatus based on multiple vibration detection sensors
CN102810250A (en) Video based multi-vehicle traffic information detection method
CN109920257B (en) Internet intelligent vehicle management method
CN103236188B (en) Wireless magnetoresistive sensor network-based collaborative decision-making parking detection method
CN106443598A (en) Convolutional neural network based cooperative radar network track deception jamming discrimination method
CN104183127A (en) Traffic surveillance video detection method and device
CN103745216B (en) A kind of radar image clutter suppression method based on Spatial characteristic
CN111783638A (en) System and method for detecting number of vehicle axles and identifying vehicle type
CN102419437A (en) Track-before-detect method based on flight path inspection
CN106128121A (en) Vehicle queue length fast algorithm of detecting based on Local Features Analysis
CN112347864A (en) Method, device, equipment and system for sensing and inducing rail transit passenger flow
CN102712228B (en) Method for locating and detecting the position of the wheels of a vehicle
CN102024323A (en) Method for extracting vehicle queue length based on floating vehicle data
CN105957355B (en) A kind of vehicle speed measuring method
CN114964445A (en) Multi-module dynamic weighing method based on vehicle identification
CN112700473A (en) Carriage congestion degree judging system based on image recognition
CN107340407A (en) Train control system speed-position detection plan-validation method
CN110926426B (en) Real-time detection device and detection method for residual muck volume of subway shield segment
CN113255469A (en) Method and device for measuring road occupancy of traffic monitoring scene
CN104407345B (en) Improved dynamic planning method for weak target detection tracking
CN106408563A (en) Snow noise detection method based on variation coefficient
CN108520528A (en) Based on the mobile vehicle tracking for improving differential threshold and displacement field match model
DE102007017549A1 (en) Concept for activating a game device

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20170620

RJ01 Rejection of invention patent application after publication