TWI557692B - Double-tolling determining electronic toll collecting method and system - Google Patents

Double-tolling determining electronic toll collecting method and system Download PDF

Info

Publication number
TWI557692B
TWI557692B TW104112458A TW104112458A TWI557692B TW I557692 B TWI557692 B TW I557692B TW 104112458 A TW104112458 A TW 104112458A TW 104112458 A TW104112458 A TW 104112458A TW I557692 B TWI557692 B TW I557692B
Authority
TW
Taiwan
Prior art keywords
time
transaction
target
trading
location
Prior art date
Application number
TW104112458A
Other languages
Chinese (zh)
Other versions
TW201638888A (en
Inventor
許銘文
鄭之偉
邱敏玲
朱軒輝
Original Assignee
遠通電收股份有限公司
鼎鼎企業管理顧問股份有限公司
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 遠通電收股份有限公司, 鼎鼎企業管理顧問股份有限公司 filed Critical 遠通電收股份有限公司
Priority to TW104112458A priority Critical patent/TWI557692B/en
Publication of TW201638888A publication Critical patent/TW201638888A/en
Application granted granted Critical
Publication of TWI557692B publication Critical patent/TWI557692B/en

Links

Landscapes

  • Devices For Checking Fares Or Tickets At Control Points (AREA)
  • Traffic Control Systems (AREA)

Description

電子收費重複交易判定方法及判定重複交易的電子收費系統 Electronic toll repeat transaction determination method and electronic toll collection system for determining repeated transactions

本發明係關於一種電子收費重複交易判定方法及判定重複交易的電子收費系統。 The present invention relates to an electronic toll repeat transaction determination method and an electronic toll collection system for determining duplicate transactions.

在傳統的人工收費方式中,因為收費、找零或售、收回數票會消耗相當時間,所以收費站區域一直是高速公路的瓶頸所在,並且因而降低高速公路整體的行車速度。為了改善上述現象,於是發展出利用先進通訊及資訊技術的電子收費系統。 In the traditional manual charging method, since the charging, the change or the sale, and the recovery of the ticket will consume a considerable amount of time, the toll booth area has always been the bottleneck of the expressway, and thus the overall speed of the expressway is reduced. In order to improve the above phenomenon, an electronic toll collection system using advanced communication and information technology has been developed.

目前之電子化自動收費方式之一是採用特定短距通訊技術,利用微波或是無線射頻標籤方式感應扣款,其需用路人安裝設備或標籤,且感應效果易受外界環境影響而不穩定。另一常見的電子化自動收費方式是利用影像車牌識別,此方式無需用路人安裝設備或標籤,然而,也會受攝影機擺設位置、光源、天候、車牌污損等因素影響識別效果。 One of the current electronic automatic charging methods is to use a specific short-range communication technology to use the microwave or wireless radio frequency tag to sense the deduction. It requires a passerby to install the device or the tag, and the sensing effect is easily affected by the external environment and is unstable. Another common electronic automatic charging method is to use image license plate recognition. This method does not need to install equipment or labels by passers-by. However, it also affects the recognition effect by factors such as camera position, light source, weather, and license plate fouling.

上述問題會影響電子化自動收費的可靠性,除了感應扣款失敗外,重複扣款也是受到重視的問題。習知技術中,在判斷是否重複交易時,是以收費的目標車輛自身的紀錄為基礎,單純比對目標車輛在特定時間區間內是否有多個交易紀錄發生,然而車流路況等因素會對車速造成影響,可能導致誤判,有改進的空間。 The above problems will affect the reliability of electronic automatic charging. In addition to the failure of sensing deduction, repeated deductions are also a problem that is valued. In the prior art, when judging whether or not to repeat the transaction, based on the record of the target vehicle itself, it is simple to compare whether the target vehicle has multiple transaction records in a specific time interval, but the traffic condition and other factors may affect the speed. The impact may lead to misjudgment and room for improvement.

本發明之主要目的在於提供一種電子收費重複交易判定方法及判定重複交易的電子收費系統。 The main object of the present invention is to provide an electronic toll repeat transaction determination method and an electronic toll collection system for determining duplicate transactions.

電子收費重複交易判定方法包含以下步驟:(A)由第一資料獲取裝置獲取在預定時間區間內複數車輛通過第一位置之複數第一交易 時間;(B)由第二資料獲取裝置獲取複數車輛通過第二位置之複數第二交易時間,其中第一位置及第二位置間具有站間距離;(C)由伺服器接收第一交易時間以第二交易時間;(D)由伺服器根據第一交易時間、第二交易時間、以及站間距離,計算站間速度;(E)由伺服器根據站間速度及站間距離,計算到達所需時間;(F)由第一資料獲取裝置獲取在預定時間區間內目標車輛通過第一位置之目標第一交易時間;(G)由伺服器根據目標第一交易時間、到達所需時間以及預期誤差時間,計算預期交易時間區間;(H)由第二資料獲取裝置獲取目標車輛通過第二位置之目標第二交易時間;(I)由伺服器比對目標第二交易時間及預期交易時間區間,當目標第二交易時間位於預期交易時間區間內,判斷目標車輛在第一位置及第二位置間組成有效旅次;以及(J)當目標車輛組成有效旅次,且第一資料獲取裝置或第二資料獲取裝置獲取到目標車輛之目標第三交易時間,且目標第三交易時間介於目標第一交易時間及目標第二交易時間之間,由伺服器判斷目標第三交易時間為重複交易時間。 The electronic toll repeat transaction determination method includes the following steps: (A) acquiring, by the first data acquisition device, the first plurality of transactions in which the plurality of vehicles pass the first location within a predetermined time interval (B) obtaining, by the second data acquisition device, a plurality of second transaction times of the plurality of vehicles passing through the second location, wherein the first location and the second location have an inter-station distance; (C) receiving the first transaction time by the server In the second transaction time; (D) the server calculates the inter-station speed based on the first transaction time, the second transaction time, and the inter-station distance; (E) the server calculates the arrival based on the inter-station speed and the inter-station distance. (F) obtaining, by the first data acquisition device, the target first transaction time of the target vehicle passing the first position within the predetermined time interval; (G) determining, by the server, the first transaction time according to the target, the time required for arrival, and Expected error time, calculating an expected trading time interval; (H) obtaining, by the second data acquiring device, the target second time of the target vehicle passing the second position; (I) comparing the target second trading time and the expected trading time by the server Interval, when the target second trading time is within the expected trading time interval, it is determined that the target vehicle forms an effective travel time between the first position and the second position; and (J) when the target vehicle constitutes an effective travel And the first data acquisition device or the second data acquisition device acquires the target third transaction time of the target vehicle, and the target third transaction time is between the target first transaction time and the target second transaction time, and is determined by the server. The target third trading time is the repeat trading time.

步驟(G)包含將目標第一交易時間及到達所需時間的和,分別加減預期誤差時間,以計算得出預期到達時間區間的前後端時間。預期誤差時間包含獲得自以下步驟:由伺服器根據第一交易時間及第二交易時間,計算複數車輛中每一車輛自第一位置到第二位置所需的時間;由伺服器根據複數車輛中每一車輛自第一位置到第二位置所需的時間,計算標準差作為標準差時間;以及由伺服器將標準差時間乘以N作為預期誤差時間,其中N為整數。N較佳等於正負3。 Step (G) includes adding and subtracting the expected error time by the sum of the target first trading time and the required time of arrival to calculate the front-end time of the expected arrival time interval. The expected error time is obtained by the following steps: calculating, by the server, the time required for each vehicle in the plurality of vehicles from the first position to the second position according to the first transaction time and the second transaction time; The standard deviation time is calculated as the standard deviation time for each vehicle from the first position to the second position; and the standard deviation time is multiplied by N by the server as the expected error time, where N is an integer. N is preferably equal to plus or minus 3.

步驟(D)包含:(D-1)由伺服器根據第一交易時間、第二交易時間、以及站間距離,計算複數車輛中每一車輛於第一位置及第二位置間的平均速度;以及(D-2)由伺服器根據複數車輛中每一車輛於第一位置及第二位置間的平均速度,計算站間速度。 Step (D) includes: (D-1) calculating, by the server, an average speed between each of the plurality of vehicles in the first position and the second position according to the first transaction time, the second transaction time, and the inter-station distance; And (D-2) calculating, by the server, the inter-station speed based on an average speed between the first position and the second position of each of the plurality of vehicles.

電子收費重複交易判定方法中:步驟(D-2)進一步包含將複數車輛中每一車輛於第一位置及第二位置間的平均速度依大小分為多組,並且由伺服器根據各組所包含之平均速度計算多組對應的站間速度;步驟(E)進一步包含由伺服器根據多組站間速度及站間距離,計算多組到 達所需時間;步驟(G)進一步包含由伺服器根據目標第一交易時間、多組到達所需時間以及多組預期誤差時間,計算多組預期交易時間區間;以及步驟(I)進一步包含由伺服器比對目標第二交易時間及多組預期交易時間區間,當目標第二交易時間位於多組預期交易時間區間其中之一內,判斷目標車輛在第一位置及第二位置間組成有效旅次。 In the electronic toll repeat transaction determination method, the step (D-2) further includes dividing the average speed between each of the plurality of vehicles in the first position and the second position into a plurality of groups according to the size, and the server is configured according to each group. The average speed included includes multiple sets of corresponding inter-station speeds; step (E) further includes calculating, by the server, the plurality of groups according to the plurality of sets of inter-station speeds and inter-station distances Reaching the required time; step (G) further comprises calculating, by the server, the plurality of sets of expected trading time intervals according to the target first trading time, the plurality of sets of required time of arrival, and the plurality of sets of expected error times; and step (I) further comprises The server compares the target second trading time and the plurality of expected trading time intervals, and when the target second trading time is located in one of the plurality of expected trading time intervals, determining that the target vehicle forms an effective brigade between the first position and the second position Times.

判定重複交易的電子收費系統,包含:第一資料獲取裝置,供獲取在預定時間區間內複數車輛通過第一位置之複數第一交易時間,以及獲取在預定時間區間內目標車輛通過第一位置之目標第一交易時間;第二資料獲取裝置,供獲取複數車輛通過第二位置之複數第二交易時間,以及獲取目標車輛通過第二位置之目標第二交易時間,其中第一位置及第二位置間具有站間距離;以及伺服器,與第一資料獲取裝置及第二資料獲取裝置通信連接。伺服器供:接收第一交易時間以及第二交易時間;根據第一交易時間、第二交易時間、以及站間距離,計算站間速度;根據站間速度及站間距離,計算到達所需時間;根據目標第一交易時間、到達所需時間以及預期誤差時間,計算預期交易時間區間;比對目標第二交易時間及預期交易時間區間,當目標第二交易時間位於預期交易時間區間內,判斷目標車輛在第一位置及第二位置間組成有效旅次;以及當第一資料獲取裝置或第二資料獲取裝置獲取到目標車輛之目標第一交易時間及目標第二交易時間以外的目標第三交易時間,且目標第三交易時間介於目標第一交易時間及目標第二交易時間之間,判斷目標第三交易時間為重複交易時間。第一資料獲取裝置及第二資料獲取裝置包含影像獲取裝置。第一資料獲取裝置及第二資料獲取裝置包含無線信號獲取裝置。 An electronic toll collection system for determining a recurring transaction, comprising: a first data acquisition device for acquiring a plurality of first transaction times of the plurality of vehicles passing the first location within a predetermined time interval, and acquiring the target vehicle passing the first location within the predetermined time interval a first transaction time; a second data acquisition device for obtaining a plurality of second transaction times of the plurality of vehicles passing through the second location, and obtaining a target second transaction time of the target vehicle through the second location, wherein the first location and the second location There is a distance between stations; and a server is communicably connected to the first data acquisition device and the second data acquisition device. The server is configured to: receive the first transaction time and the second transaction time; calculate the inter-station speed according to the first transaction time, the second transaction time, and the inter-station distance; calculate the arrival time according to the inter-station speed and the inter-station distance Calculate the expected trading time interval according to the target first trading time, the arrival time and the expected error time; compare the target second trading time and the expected trading time interval, when the target second trading time is within the expected trading time interval, judge The target vehicle forms an effective travel time between the first location and the second location; and the target third when the first data acquisition device or the second data acquisition device acquires the target first transaction time and the target second transaction time of the target vehicle The trading time, and the target third trading time is between the target first trading time and the target second trading time, and the target third trading time is determined to be the repeat trading time. The first data acquisition device and the second data acquisition device include an image acquisition device. The first data acquisition device and the second data acquisition device include wireless signal acquisition devices.

100‧‧‧第一資料獲取裝置 100‧‧‧First data acquisition device

100‧‧‧第一資料獲取裝置 100‧‧‧First data acquisition device

200‧‧‧第二資料獲取裝置 200‧‧‧Second data acquisition device

300‧‧‧伺服器 300‧‧‧Server

800‧‧‧判定重複交易的電子收費系統 800‧‧‧Electronic toll collection system for determining duplicate transactions

1010‧‧‧步驟 1010‧‧‧Steps

1020‧‧‧步驟 1020‧‧‧Steps

1030‧‧‧步驟 1030‧‧‧Steps

1040‧‧‧步驟 1040‧‧‧Steps

1041‧‧‧步驟 1041‧‧‧Steps

1042‧‧‧步驟 1042‧‧‧Steps

1043‧‧‧步驟 1043‧‧‧Steps

1050‧‧‧步驟 1050‧‧‧Steps

1060‧‧‧步驟 1060‧‧‧Steps

1070‧‧‧步驟 1070‧‧‧Steps

1080‧‧‧步驟 1080‧‧‧ steps

1090‧‧‧步驟 1090‧‧‧Steps

1100‧‧‧步驟 1100‧‧‧Steps

圖1為本發明電子收費重複交易判定方法之較佳實施例流程示意圖;圖2為本發明電子收費重複交易判定方法之不同實施例流程示意圖;圖3為判定重複交易的電子收費系統之實施例示意圖。 1 is a schematic flow chart of a preferred embodiment of an electronic toll repeat transaction determination method according to the present invention; FIG. 2 is a schematic flowchart of different embodiments of an electronic toll collection transaction determination method according to the present invention; and FIG. 3 is an embodiment of an electronic toll collection system for determining duplicate transactions. schematic diagram.

本發明之電子收費重複交易判定方法及判定重複交易的電子收費系統較佳係用於電子收費道路系統。 The electronic toll repeat transaction determination method and the electronic toll collection system for determining duplicate transactions of the present invention are preferably used in an electronic toll road system.

如圖1所示之較佳實施例,本發明電子收費重複交易判定方法包含例如以下步驟。 As shown in the preferred embodiment of FIG. 1, the electronic toll repeat transaction determination method of the present invention includes, for example, the following steps.

步驟1010,由第一資料獲取裝置獲取在預定時間區間內複數車輛通過第一位置之複數第一交易時間。其中,第一資料獲取裝置包含無線射頻感應裝置、紅外線感應裝置、影像獲取裝置等,預定時間區間可視需求任意指定,例如1小時。第一位置可為高速公路上視需求任意指定的位置,例如兩個交流道之間。舉例而言,本步驟包含由作為第一資料獲取裝置的無線射頻感應裝置,感應在預定時間區間1小時內通過第一位置之複數車輛之無線射頻標籤資料,進而獲得複數車輛通過第一位置之複數第一交易時間。以另一實施例而言,本步驟包含由作為第一資料獲取裝置的影像獲取裝置,獲取在預定時間區間1小時內通過第一位置之複數車輛之車牌影像資料,進而辨識以獲得複數車輛通過第一位置之複數第一交易時間。 Step 1010: The first data acquisition device acquires a plurality of first transaction times when the plurality of vehicles pass the first location within a predetermined time interval. The first data acquisition device includes a wireless radio frequency sensing device, an infrared sensing device, an image capturing device, and the like, and the predetermined time interval can be arbitrarily specified according to requirements, for example, 1 hour. The first location can be any location on the highway that is arbitrarily specified, such as between two lanes. For example, the step includes: sensing, by the wireless radio frequency sensing device as the first data acquiring device, the radio frequency tag data of the plurality of vehicles passing through the first location within one hour of the predetermined time interval, thereby obtaining the plurality of vehicles passing through the first location. The first trading time. In another embodiment, the step includes: acquiring, by the image acquiring device as the first data acquiring device, the license plate image data of the plurality of vehicles passing through the first position within one hour of the predetermined time interval, thereby identifying and obtaining the plurality of vehicles passing through The first trading time of the first position.

步驟1020,由第二資料獲取裝置獲取複數車輛通過第二位置之複數第二交易時間,其中第一位置及第二位置間具有站間距離。其中,第二資料獲取裝置包含無線射頻感應裝置、紅外線感應裝置、影像獲取裝置等。第二位置可為高速公路上視需求任意指定的位置,例如兩個交流道之間。第一位置及該第二位置較佳但不限於是位在同一條高速公路上的不同位置,且依車行方向先通過第一位置再通過第二位置。舉例而言,本步驟包含由作為第二資料獲取裝置的無線射頻感應裝置,對於在前一步驟中在預定時間區間1小時內通過第一位置之複數車輛,在第二位置感應其無線射頻標籤資料,進而獲得其通過第二位置之複數第二交易時間。以另一實施例而言,本步驟包含由作為第一資料獲取裝置的影像獲取裝置,對於在前一步驟中在預定時間區間1小時內通過第一位置之複數車輛,在第二位置獲取其車牌影像資料,進而辨識以獲得複數車輛通過第二位置之複數第二交易時間。 Step 1020: The second data acquisition device acquires a plurality of second transaction times of the plurality of vehicles passing through the second location, wherein the first location and the second location have an inter-station distance. The second data acquisition device includes a wireless radio frequency sensing device, an infrared sensing device, an image capturing device, and the like. The second location can be any location that is arbitrarily specified on the highway, such as between two interchanges. The first position and the second position are preferably, but not limited to, different positions located on the same highway, and pass through the first position and then through the second position in the direction of the vehicle. For example, the step includes the wireless radio frequency sensing device as the second data acquiring device, and the wireless radio frequency tag is sensed at the second position by the plurality of vehicles passing through the first position within one hour in the predetermined time interval in the previous step. The data, in turn, obtains the second trading time of its plural through the second position. In another embodiment, the step includes acquiring, by the image acquisition device as the first data acquisition device, the plurality of vehicles passing through the first location within one hour of the predetermined time interval in the previous step, and acquiring the second location at the second location. The license plate image data is further identified to obtain a plurality of second trading hours of the plurality of vehicles passing through the second location.

步驟1030,由伺服器接收複數第一交易時間以及複數第二 交易時間。具體而言,伺服器可通過資料載體(例如記憶卡)移轉、電纜有線連接或無線通信方式,分別接收第一資料獲取裝置及第二資料獲取裝置獲取的複數第一交易時間以及複數第二交易時間。 Step 1030, the server receives the plural first transaction time and the second number transaction hour. Specifically, the server may receive the first first transaction time and the second number obtained by the first data acquisition device and the second data acquisition device respectively by a data carrier (eg, a memory card) transfer, a cable wired connection, or a wireless communication manner. transaction hour.

步驟1040,由伺服器根據第一交易時間、第二交易時間、以及站間距離,計算站間速度。以較佳實施例而言,步驟1040包含:步驟1041,由伺服器根據第一交易時間、第二交易時間、以及站間距離,計算複數車輛中每一車輛於第一位置及第二位置間的平均速度;以及步驟1042,由伺服器根據複數車輛中每一車輛於第一位置及第二位置間的平均速度,計算站間速度。更具體而言,是通過伺服器的計算,將複數車輛於第一位置及第二位置間的平均速度進一步加以平均而得到站間速度。 In step 1040, the inter-station speed is calculated by the server according to the first transaction time, the second transaction time, and the inter-station distance. In a preferred embodiment, step 1040 includes: Step 1041, calculating, by the server, between each of the first location and the second location of each of the plurality of vehicles based on the first transaction time, the second transaction time, and the inter-station distance The average speed; and step 1042, the inter-station speed is calculated by the server based on an average speed between the first position and the second position of each of the plurality of vehicles. More specifically, the average speed between the first position and the second position of the plurality of vehicles is further averaged by the calculation of the server to obtain the inter-station speed.

步驟1050,由伺服器根據站間速度及站間距離,計算到達所需時間。更具體而言,是通過伺服器的計算,將站間距離除以站間速度而獲得到達所需時間。 In step 1050, the server calculates the time required for arrival based on the inter-station speed and the inter-station distance. More specifically, it is the calculation of the server that divides the inter-station distance by the inter-station speed to obtain the time required for arrival.

步驟1060,由第一資料獲取裝置獲取在預定時間區間內目標車輛通過第一位置之目標第一交易時間。舉例而言,本步驟包含由作為第一資料獲取裝置的無線射頻感應裝置,感應在預定時間區間1小時內通過第一位置之目標車輛之無線射頻標籤資料,進而獲得目標車輛通過第一位置之目標第一交易時間。以另一實施例而言,本步驟包含由作為第一資料獲取裝置的影像獲取裝置,獲取在預定時間區間1小時內通過第一位置之目標車輛之車牌影像資料,進而辨識以獲得目標車輛通過第一位置之目標第一交易時間。 Step 1060: The first data acquisition device acquires a target first transaction time for the target vehicle to pass the first location within a predetermined time interval. For example, the step includes: receiving, by the wireless radio frequency sensing device as the first data acquiring device, the radio frequency tag data of the target vehicle passing through the first location within one hour of the predetermined time interval, thereby obtaining the target vehicle passing the first position. Target first trading time. In another embodiment, the step includes: acquiring, by the image acquiring device as the first data acquiring device, the license plate image data of the target vehicle passing through the first position within one hour of the predetermined time interval, thereby identifying the target vehicle through The first trading position of the first position.

在較佳實施例中,目標車輛可屬於前述複數車輛其中之一。在此情況下,目標第一交易時間屬於複數第一交易時間其中之一。換言之,當步驟1010之由第一資料獲取裝置獲取在預定時間區間內複數車輛通過第一位置之複數第一交易時間完成時,步驟1060之由第一資料獲取裝置獲取在預定時間區間內目標車輛通過第一位置之目標第一交易時間,亦同步完成。然而在不同實施例中,目標車輛不屬於前述複數車輛其中之一。 In a preferred embodiment, the target vehicle may belong to one of the aforementioned plurality of vehicles. In this case, the target first trading time belongs to one of the plural first trading hours. In other words, when the first data acquisition device of step 1010 acquires the plurality of first transaction times of the plurality of vehicles passing the first position within the predetermined time interval, the first data acquisition device of step 1060 acquires the target vehicle within the predetermined time interval. The first trading time through the target of the first position is also completed simultaneously. However, in various embodiments, the target vehicle does not belong to one of the aforementioned plurality of vehicles.

步驟1070,由伺服器根據目標第一交易時間、到達所需時間以及預期誤差時間,計算預期交易時間區間。更具體而言,本步驟包含將目標第一交易時間及到達所需時間的和,分別加減預期誤差時間,以計算得出預期到達時間區間的前後端時間。 Step 1070: The server calculates the expected transaction time interval according to the target first transaction time, the arrival time required, and the expected error time. More specifically, the step includes adding and subtracting the expected error time from the sum of the target first transaction time and the required time to calculate the front-end time of the expected arrival time interval.

步驟1080,由第二資料獲取裝置獲取目標車輛通過第二位置之目標第二交易時間。舉例而言,本步驟包含由作為第二資料獲取裝置的無線射頻感應裝置,感應通過第二位置之目標車輛之無線射頻標籤資料,進而獲得目標車輛通過第二位置之目標第二交易時間。以另一實施例而言,本步驟包含由作為第二資料獲取裝置的影像獲取裝置,獲取通過第二位置之目標車輛之車牌影像資料,進而辨識以獲得目標車輛通過第二位置之目標第二交易時間。 Step 1080: The second data acquisition device acquires the target second transaction time of the target vehicle through the second location. For example, the step includes: sensing, by the wireless radio frequency sensing device as the second data acquiring device, the radio frequency tag data of the target vehicle passing through the second location, thereby obtaining the target second transaction time of the target vehicle through the second location. In another embodiment, the step includes: acquiring, by the image acquiring device as the second data acquiring device, the license plate image data of the target vehicle passing through the second location, thereby identifying the target vehicle to pass the second position of the target second. transaction hour.

步驟1090,由伺服器比對目標第二交易時間及預期交易時間區間,當目標第二交易時間位於預期交易時間區間內,判斷目標車輛在第一位置及第二位置間組成有效旅次。 Step 1090: The server compares the target second transaction time and the expected transaction time interval, and when the target second transaction time is within the expected transaction time interval, determining that the target vehicle forms an effective travel time between the first location and the second location.

步驟1100,當目標車輛組成有效旅次,且第一資料獲取裝置或第二資料獲取裝置獲取到目標車輛之目標第三交易時間,且目標第三交易時間介於目標第一交易時間及目標第二交易時間之間,由伺服器判斷目標第三交易時間為重複交易時間。 Step 1100: When the target vehicle forms a valid travel time, and the first data acquisition device or the second data acquisition device acquires the target third transaction time of the target vehicle, and the target third transaction time is between the target first transaction time and the target number Between the two trading hours, the server determines that the target third trading time is the repeat trading time.

進一步而言,習知電子收費方法在判斷是否重複交易時,是以收費的目標車輛自身的紀錄為基礎,單純比對目標車輛在特定時間區間內是否有多個交易紀錄發生,然而車流路況等因素會對車速造成影響,可能導致誤判。以分別設有資料獲取裝置且之間有交流道的A、B兩個位置為例,A、B間嚴重塞車時,目標車輛可能在接近B位置停留超過預設的時間區間,例如30分鐘,此時,若有兩筆以上的交易記錄,單憑時間記錄將難以區分是發生重複交易或者目標車輛離開高速公路後由重新上高速公路並且經過B位置。相對的,在本發明的電子收費重複交易判定方法中,因為預期交易時間區間的計算基礎是來自預定時間區間內通過第一位置及第二位置的複數車輛而非僅有目標車輛本身,而常理上同一路段在同一時間區段內車輛的速度應該不會差異太大,所以可藉由目標第二交易時間是否位 於預期交易時間區間內來判斷目標車輛在第一位置及第二位置間是否組成有效旅次。然後,再以目標車輛在第一位置及第二位置間是否組成有效旅次作為篩選標準,對有組成有效旅次的車輛進一步確認第一資料獲取裝置或第二資料獲取裝置獲取到目標車輛之目標第三交易時間,判斷目標第三交易時間為重複交易時間,亦即判斷有發生重複交易。藉此,可有效防止電子收費重複交易發生。以上述例子而言,對於目標車輛離開高速公路後由重新上高速公路並且經過B位置的情況,因為不屬於組成有效旅次的情況,所以不會被判斷為重複交易。 Further, the conventional electronic charging method determines whether or not to repeat the transaction, based on the recorded record of the target vehicle itself, and simply compares whether the target vehicle has multiple transaction records within a specific time interval, but the traffic flow condition, etc. Factors can affect the speed of the car and can lead to misjudgments. Take the two locations A and B with the data acquisition device and the communication channel between them. When there is a serious traffic jam between A and B, the target vehicle may stay close to the B position for more than a preset time interval, for example, 30 minutes. At this time, if there are more than two transaction records, the time record alone will be difficult to distinguish whether a duplicate transaction occurs or the target vehicle leaves the highway and then re-enters the highway and passes the B position. In contrast, in the electronic toll repeat transaction determination method of the present invention, since the calculation basis of the expected transaction time interval is based on a plurality of vehicles passing through the first position and the second position within a predetermined time interval instead of only the target vehicle itself, common sense The speed of the vehicle on the same section of the same time zone should not be too different, so whether the second trading time of the target can be used It is determined within the expected trading time interval whether the target vehicle forms an effective travel time between the first location and the second location. Then, whether the target vehicle forms an effective travel time between the first location and the second location as a screening criterion, further confirming that the first data acquisition device or the second data acquisition device acquires the target vehicle for the vehicle having the valid travel time The third trading time of the target determines that the third trading time of the target is the repeated trading time, that is, it is determined that a repeated transaction occurs. Thereby, it is possible to effectively prevent electronic tolls from being repeated. In the above example, the case where the target vehicle leaves the expressway and passes the expressway and passes the B position is not judged to be a repeat transaction because it does not belong to the case of forming a valid travel time.

在一實施例中,預期誤差時間包含獲得自以下步驟:由伺服器根據第一交易時間及第二交易時間,計算複數車輛中每一車輛自第一位置到第二位置所需的時間;由伺服器根據複數車輛中每一車輛自該一位置到該二位置所需的時間,計算標準差作為標準差時間;以及由伺服器將標準差時間乘以N作為預期誤差時間,其中N為整數。N較佳等於正負3。進一步而言,藉由此步驟,預期誤差時間可以複數車輛的平均速度為基礎,更具客觀性。 In an embodiment, the expected error time comprises obtaining the step of: calculating, by the server, the time required for each vehicle in the plurality of vehicles from the first position to the second position according to the first transaction time and the second transaction time; The server calculates the standard deviation as the standard deviation time according to the time required for each vehicle in the plurality of vehicles from the position to the two positions; and the server multiplies the standard deviation time by N as the expected error time, where N is an integer . N is preferably equal to plus or minus 3. Further, by this step, the expected error time can be based on the average speed of the plurality of vehicles, and is more objective.

如圖2所示,在一實施例中,前述步驟1042進一步包含將複數車輛中每一車輛於第一位置及第二位置間的平均速度依大小分為多組,並且由伺服器根據各組所包含之平均速度計算多組對應的站間速度;步驟1050進一步包含由伺服器根據多組站間速度及站間距離,計算多組到達所需時間;步驟1070進一步包含由伺服器根據目標第一交易時間、多組到達所需時間以及多組預期誤差時間,計算多組預期交易時間區間;以及步驟1090進一步包含由伺服器比對目標第二交易時間及多組預期交易時間區間,當目標第二交易時間位於多組預期交易時間區間其中之一內,判斷目標車輛在第一位置及第二位置間組成有效旅次。進一步而言,同一路段可能會有不同的車速群組,例如在交流道附近,常見外側因為車輛排隊下交流道而車速最慢,中間車道受其影響車速次之,內側車道受影響較小故車速較快。藉由上述步驟,可區分出多組預期交易時間區間,只要目標第二交易時間位於多組預期交易時間區間其中之一內,即判斷目標車輛在第一位置及第二位置間組成有效旅次。如此,可更貼近真實狀況,避免誤判 發生。 As shown in FIG. 2, in an embodiment, the foregoing step 1042 further includes dividing the average speed of each vehicle in the plurality of vehicles between the first position and the second position into a plurality of groups according to the size, and according to each group by the server. The average speed included includes multiple sets of corresponding inter-station speeds; step 1050 further includes calculating, by the server, the plurality of sets of arrival time times according to the plurality of sets of inter-station speeds and inter-station distances; step 1070 further includes determining, by the server, A plurality of sets of expected trading time intervals are calculated for a trading time, a plurality of sets of required time, and a plurality of sets of expected error times; and step 1090 further includes comparing, by the server, the target second trading time and the plurality of sets of expected trading time intervals, when the target The second trading time is located in one of the plurality of sets of expected trading time intervals, and the target vehicle is determined to form an effective travel time between the first location and the second location. Further, there may be different speed groups in the same road section. For example, in the vicinity of the interchange, the common side is the slowest because the vehicle is lined up under the interchange, the middle lane is affected by the speed, and the inner lane is less affected. The speed is faster. Through the above steps, multiple sets of expected trading time intervals can be distinguished, as long as the target second trading time is located in one of the plurality of sets of expected trading time intervals, that is, the target vehicle is determined to form an effective travel time between the first position and the second position. . In this way, it can be closer to the real situation and avoid false positives. occur.

如圖3所示之實施例,本發明之判定重複交易的電子收費系統800,包含第一資料獲取裝置100、第二資料獲取裝置200、以及伺服器300。第一資料獲取裝置100供獲取在預定時間區間內複數車輛通過第一位置之複數第一交易時間,以及獲取在預定時間區間內目標車輛通過第一位置之目標第一交易時間。第二資料獲取裝置200供獲取複數車輛通過第二位置之複數第二交易時間,以及獲取目標車輛通過第二位置之目標第二交易時間,其中第一位置及第二位置間具有站間距離。伺服器300與第一資料獲取裝置100及第二資料獲取裝置200通信連接。伺服器300供:接收第一交易時間以及第二交易時間;根據第一交易時間、第二交易時間、以及站間距離,計算站間速度;根據站間速度及站間距離,計算到達所需時間;根據目標第一交易時間、到達所需時間以及預期誤差時間,計算預期交易時間區間;比對目標第二交易時間及預期交易時間區間,當目標第二交易時間位於預期交易時間區間內,判斷目標車輛在第一位置及第二位置間組成有效旅次;以及當目標車輛組成有效旅次,且第一資料獲取裝置或第二資料獲取裝置獲取到目標車輛之目標第三交易時間,且目標第三交易時間介於目標第一交易時間及目標第二交易時間之間,由伺服器判斷目標第三交易時間為重複交易時間。第一資料獲取裝置100及第二資料獲取裝置200包含影像獲取裝置及例如無線射頻和紅外線感應的無線信號獲取裝置等。 As shown in the embodiment of FIG. 3, the electronic toll collection system 800 for determining a repetitive transaction of the present invention includes a first data acquisition device 100, a second data acquisition device 200, and a server 300. The first data acquisition device 100 is configured to acquire a plurality of first transaction times in which the plurality of vehicles pass the first location within a predetermined time interval, and acquire a target first transaction time in which the target vehicle passes the first location within the predetermined time interval. The second data acquisition device 200 is configured to obtain a plurality of second transaction times of the plurality of vehicles passing through the second location, and acquire a target second transaction time of the target vehicle through the second location, wherein the first location and the second location have an inter-station distance. The server 300 is communicably connected to the first data acquisition device 100 and the second data acquisition device 200. The server 300 is configured to: receive the first transaction time and the second transaction time; calculate the inter-station speed according to the first transaction time, the second transaction time, and the inter-station distance; calculate the arrival required according to the inter-station speed and the inter-station distance Time; calculate the expected trading time interval according to the target first trading time, the arrival time and the expected error time; compare the target second trading time and the expected trading time interval, when the target second trading time is within the expected trading time interval, Determining that the target vehicle forms an effective travel time between the first location and the second location; and when the target vehicle constitutes a valid travel time, and the first data acquisition device or the second data acquisition device acquires the target third transaction time of the target vehicle, and The target third trading time is between the target first trading time and the target second trading time, and the server determines that the target third trading time is the repeated trading time. The first data acquisition device 100 and the second data acquisition device 200 include an image acquisition device and a wireless signal acquisition device such as radio frequency and infrared induction.

雖然前述的描述及圖式已揭示本發明之較佳實施例,必須瞭解到各種增添、許多修改和取代可能使用於本發明較佳實施例,而不會脫離如所附申請專利範圍所界定的本發明原理之精神及範圍。熟悉本發明所屬技術領域之一般技藝者將可體會,本發明可使用於許多形式、結構、佈置、比例、材料、元件和組件的修改。因此,本文於此所揭示的實施例應被視為用以說明本發明,而非用以限制本發明。本發明的範圍應由後附申請專利範圍所界定,並涵蓋其合法均等物,並不限於先前的描述。 While the foregoing description of the preferred embodiments of the invention, the embodiments of the invention The spirit and scope of the principles of the invention. Modifications of many forms, structures, arrangements, ratios, materials, components and components can be made by those skilled in the art to which the invention pertains. Therefore, the embodiments disclosed herein are to be considered as illustrative and not restrictive. The scope of the present invention is defined by the scope of the appended claims, and the legal equivalents thereof are not limited to the foregoing description.

1010‧‧‧步驟 1010‧‧‧Steps

1020‧‧‧步驟 1020‧‧‧Steps

1030‧‧‧步驟 1030‧‧‧Steps

1040‧‧‧步驟 1040‧‧‧Steps

1041‧‧‧步驟 1041‧‧‧Steps

1042‧‧‧步驟 1042‧‧‧Steps

1043‧‧‧步驟 1043‧‧‧Steps

1050‧‧‧步驟 1050‧‧‧Steps

1060‧‧‧步驟 1060‧‧‧Steps

1070‧‧‧步驟 1070‧‧‧Steps

1080‧‧‧步驟 1080‧‧‧ steps

1090‧‧‧步驟 1090‧‧‧Steps

1100‧‧‧步驟 1100‧‧‧Steps

Claims (9)

一種電子收費重複交易判定方法,其中包含以下步驟:(A)由一第一資料獲取裝置獲取在一預定時間區間內複數車輛通過一第一位置之複數第一交易時間;(B)由一第二資料獲取裝置獲取該複數車輛通過一第二位置之複數第二交易時間,其中該第一位置及該第二位置間具有一站間距離;(C)由一伺服器接收該些第一交易時間以及該些第二交易時間;(D)由該伺服器根據該些第一交易時間、該些第二交易時間、以及該站間距離,計算一站間速度;(E)由該伺服器根據該站間速度及該站間距離,計算一到達所需時間;(F)由該第一資料獲取裝置獲取在該預定時間區間內一目標車輛通過該第一位置之一目標第一交易時間;(G)由該伺服器根據該目標第一交易時間、該到達所需時間以及一預期誤差時間,計算一預期交易時間區間;(H)由該第二資料獲取裝置獲取該目標車輛通過該第二位置之一目標第二交易時間;(I)由該伺服器比對該目標第二交易時間及該預期交易時間區間,當該目標第二交易時間位於該預期交易時間區間內,判斷該目標車輛在該第一位置及該第二位置間組成一有效旅次;以及(J)當該目標車輛組成該有效旅次,且該第一資料獲取裝置或該第二資料獲取裝置獲取到一該目標車輛之目標第三交易時間,且該目標第三交易時間介於該目標第一交易時間及該目標第二交易時間之間,由該伺服器判斷該目標第三交易時間為重複交易時間。 An electronic toll repeat transaction determination method, comprising the steps of: (A) acquiring, by a first data acquisition device, a plurality of first transaction times of a plurality of vehicles passing through a first location within a predetermined time interval; (B) by a first The second data acquisition device acquires a plurality of second transaction times of the plurality of vehicles passing through a second location, wherein the first location and the second location have an inter-station distance; (C) receiving the first transactions by a server Time and the second transaction time; (D) calculating, by the server, the inter-station speed based on the first transaction time, the second transaction time, and the inter-station distance; (E) by the server Calculating an arrival time according to the inter-station speed and the inter-station distance; (F) acquiring, by the first data acquisition device, a target transaction time in which the target vehicle passes the target in the first time position (G) calculating, by the server, an expected transaction time interval according to the target first transaction time, the arrival required time, and an expected error time; (H) acquiring the target vehicle by the second data acquisition device Passing the target second trading time of the second location; (I) by the server comparing the target second trading time and the expected trading time interval, when the target second trading time is within the expected trading time interval, Determining that the target vehicle forms an effective travel time between the first location and the second location; and (J) when the target vehicle constitutes the valid travel time, and the first data acquisition device or the second data acquisition device acquires Go to a target third trading time of the target vehicle, and the target third trading time is between the target first trading time and the target second trading time, and the server determines that the target third trading time is a repeat transaction hour. 如請求項1所述的電子收費重複交易判定方法,其中步驟(G)包含將 該目標第一交易時間及該到達所需時間的和,分別加減該預期誤差時間,以計算得出該預期到達時間區間的前後端時間。 The electronic toll repeat transaction determining method as claimed in claim 1, wherein the step (G) includes The sum of the target first trading time and the time required for the arrival, respectively, plus or minus the expected error time to calculate the front-end time of the expected arrival time interval. 如請求項1所述的電子收費重複交易判定方法,其中該預期誤差時間包含獲得自以下步驟:由該伺服器根據該些第一交易時間及該些第二交易時間,計算該複數車輛中每一車輛自該第一位置到該第二位置所需的時間;由該伺服器根據該複數車輛中每一車輛自該第一位置到該第二位置所需的時間,計算標準差作為一標準差時間;以及由該伺服器將該標準差時間乘以N作為該預期誤差時間,其中N為整數。 The method for determining an electronic toll repeat transaction according to claim 1, wherein the expected error time comprises obtaining, by the server, calculating, by the server, the plurality of vehicles according to the first transaction time and the second transaction time. The time required for a vehicle to go from the first position to the second position; the standard deviation is calculated as a criterion by the server based on the time required for each vehicle in the plurality of vehicles to go from the first position to the second position a difference time; and the standard deviation time is multiplied by N by the server as the expected error time, where N is an integer. 如請求項3所述的電子收費重複交易判定方法,其中N等於正負3。 The electronic toll repeat transaction determining method as claimed in claim 3, wherein N is equal to plus or minus 3. 如請求項1所述的電子收費重複交易判定方法,其中步驟(D)包含:(D-1)由該伺服器根據該些第一交易時間、該些第二交易時間、以及該站間距離,計算該複數車輛中每一車輛於該第一位置及該第二位置間的平均速度;以及(D-2)由該伺服器根據該複數車輛中每一車輛於該第一位置及該第二位置間的平均速度,計算該站間速度。 The electronic toll repeat transaction determining method according to claim 1, wherein the step (D) comprises: (D-1) determining, by the server, the first transaction time, the second transaction time, and the inter-station distance Calculating an average speed of each of the plurality of vehicles between the first location and the second location; and (D-2) determining, by the server, each of the plurality of vehicles in the first location and the first The average speed between the two positions is calculated as the speed between the stations. 如請求項5所述的電子收費重複交易判定方法,其中:步驟(D-2)進一步包含將該複數車輛中每一車輛於該第一位置及該第二位置間的平均速度依大小分為多組,並且由該伺服器根據各組所包含之平均速度計算多組對應的站間速度;步驟(E)進一步包含由該伺服器根據該多組站間速度及該站間距離,計算多組到達所需時間;步驟(G)進一步包含由該伺服器根據該目標第一交易時間、該多 組到達所需時間以及多組預期誤差時間,計算多組預期交易時間區間;以及步驟(I)進一步包含由該伺服器比對該目標第二交易時間及該多組預期交易時間區間,當該目標第二交易時間位於該多組預期交易時間區間其中之一內,判斷該目標車輛在該第一位置及該第二位置間組成該有效旅次。 The method for determining an electronic toll recurring transaction according to claim 5, wherein the step (D-2) further comprises dividing the average speed of each of the plurality of vehicles between the first location and the second location by size. Multiple groups, and the server calculates a plurality of sets of corresponding inter-station speeds according to the average speeds included in each group; step (E) further includes calculating, by the server, the plurality of inter-station speeds and the inter-station distances The group arrives at the required time; step (G) further includes the first transaction time by the server according to the target, the plurality The group arrives at the required time and the plurality of sets of expected error times, and calculates a plurality of sets of expected trading time intervals; and step (I) further includes comparing, by the server, the target second trading time and the plurality of sets of expected trading time intervals, when The target second trading time is located in one of the plurality of sets of expected trading time intervals, and the target vehicle is determined to constitute the effective travel time between the first location and the second location. 一種判定重複交易的電子收費系統,包含:一第一資料獲取裝置,供獲取在一預定時間區間內複數車輛通過一第一位置之複數第一交易時間,以及獲取在該預定時間區間內一目標車輛通過該第一位置之一目標第一交易時間;一第二資料獲取裝置,供獲取該複數車輛通過一第二位置之複數第二交易時間,以及獲取該目標車輛通過該第二位置之一目標第二交易時間,其中該第一位置及該第二位置間具有一站間距離;以及一伺服器,與該第一資料獲取裝置及該第二資料獲取裝置通信連接,供:接收該些第一交易時間以及該些第二交易時間;根據該些第一交易時間、該些第二交易時間、以及該站間距離,計算一站間速度;根據該站間速度及該站間距離,計算一到達所需時間;根據該目標第一交易時間、該到達所需時間以及一預期誤差時間,計算一預期交易時間區間;比對該目標第二交易時間及該預期交易時間區間,當該目標第二交易時間位於該預期交易時間區間內,判斷該目標車輛在該第一位置及該第二位置間組成一有效旅次;以及 當該目標車輛組成該有效旅次,且該第一資料獲取裝置或該第二資料獲取裝置獲取到一該目標車輛之目標第三交易時間,且該目標第三交易時間介於該目標第一交易時間及該目標第二交易時間之間,判斷該目標第三交易時間為重複交易時間。 An electronic toll collection system for determining a repetitive transaction, comprising: a first data acquisition device for acquiring a plurality of first transaction times of a plurality of vehicles passing through a first location within a predetermined time interval, and acquiring a target within the predetermined time interval Passing the vehicle through one of the first locations to target the first transaction time; a second data acquisition device for obtaining the plurality of second transaction times of the plurality of vehicles through a second location, and acquiring the target vehicle through the second location a second transaction time, wherein the first location and the second location have a station-to-station distance; and a server communicatively coupled to the first data acquisition device and the second data acquisition device for receiving the a first transaction time and the second transaction time; calculating an inter-station speed according to the first transaction time, the second transaction time, and the inter-station distance; according to the inter-station speed and the inter-station distance, Calculating a time required for arrival; calculating an expected transaction based on the target first trading time, the time required for arrival, and an expected error time Comparing the target second trading time and the expected trading time interval, when the target second trading time is within the expected trading time interval, determining that the target vehicle forms a first position between the first position and the second position Effective travel time; When the target vehicle constitutes the valid travel time, and the first data acquisition device or the second data acquisition device acquires a target third transaction time of the target vehicle, and the target third transaction time is between the target first Between the trading time and the second trading time of the target, the third trading time of the target is determined to be a repeat trading time. 如請求項7所述之判定重複交易的電子收費系統,其中該第一資料獲取裝置及該第二資料獲取裝置包含影像獲取裝置。 The electronic toll collection system for determining a repetitive transaction as described in claim 7, wherein the first data acquisition device and the second data acquisition device comprise image acquisition devices. 如請求項7所述之判定重複交易的電子收費系統,其中該第一資料獲取裝置及該第二資料獲取裝置包含無線信號獲取裝置。 The electronic toll collection system for determining a repetitive transaction as described in claim 7, wherein the first data acquisition device and the second data acquisition device comprise wireless signal acquisition devices.
TW104112458A 2015-04-17 2015-04-17 Double-tolling determining electronic toll collecting method and system TWI557692B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
TW104112458A TWI557692B (en) 2015-04-17 2015-04-17 Double-tolling determining electronic toll collecting method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW104112458A TWI557692B (en) 2015-04-17 2015-04-17 Double-tolling determining electronic toll collecting method and system

Publications (2)

Publication Number Publication Date
TW201638888A TW201638888A (en) 2016-11-01
TWI557692B true TWI557692B (en) 2016-11-11

Family

ID=57850365

Family Applications (1)

Application Number Title Priority Date Filing Date
TW104112458A TWI557692B (en) 2015-04-17 2015-04-17 Double-tolling determining electronic toll collecting method and system

Country Status (1)

Country Link
TW (1) TWI557692B (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW200525394A (en) * 2004-01-16 2005-08-01 Chunghwa Telecom Co Ltd Data matching method applied to electronic billing system implemented for vehicle positioning
WO2011023004A1 (en) * 2009-08-25 2011-03-03 中兴通讯股份有限公司 Implement method and system for electronic toll collection
US8753236B2 (en) * 2004-05-19 2014-06-17 1783590 Ontario Ltd. Synchronized segmentally interchanging pulley transmission system

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW200525394A (en) * 2004-01-16 2005-08-01 Chunghwa Telecom Co Ltd Data matching method applied to electronic billing system implemented for vehicle positioning
US8753236B2 (en) * 2004-05-19 2014-06-17 1783590 Ontario Ltd. Synchronized segmentally interchanging pulley transmission system
WO2011023004A1 (en) * 2009-08-25 2011-03-03 中兴通讯股份有限公司 Implement method and system for electronic toll collection

Also Published As

Publication number Publication date
TW201638888A (en) 2016-11-01

Similar Documents

Publication Publication Date Title
US11080995B2 (en) Roadway sensing systems
US10713490B2 (en) Traffic monitoring and reporting system and method
US10950124B2 (en) License plate recognition
US9685079B2 (en) Short-time stopping detection from red light camera evidentiary photos
CN106297330B (en) Reduce the method and system that pedestrian's street crossing influences plane perceptual signal control efficiency
KR101995813B1 (en) Apparatus for providing traffic information based on image and method thereof
AU2015352462B2 (en) Method of controlling a traffic surveillance system
WO2014160027A1 (en) Roadway sensing systems
AU2013346697B2 (en) Device for tolling or telematics systems
US20190385449A1 (en) System and method for providing automatic on-street parking control and unoccupied parking spot availability detection
CN109359596A (en) A kind of highway vehicle localization method fast and accurately
Tian et al. A vehicle re-identification algorithm based on multi-sensor correlation
TWI526996B (en) Abnormal trade proofing electronic toll collecting method and system
CN106530739A (en) License plate recognition method, device and system thereof based on multiple camera device
TWI557692B (en) Double-tolling determining electronic toll collecting method and system
US20160358462A1 (en) Method and system for vehicle data integration
TWI712012B (en) Artificial intelligence traffic detection system
Oliveira-Neto et al. Tracking large trucks in real time with license plate recognition and text-mining techniques
Kanathantip et al. Robust vehicle detection algorithm with magnetic sensor
Yu et al. MPP: A novel algorithm for estimating vehicle space headways from a single image
TWI576791B (en) Electronic toll collection trade resuming method and system using the same
KR101035122B1 (en) Measurement Method of Travel Time Using Sequence Pattern of Vehicles
JP4788926B2 (en) Vehicle number reading device
TWI734050B (en) Vehicle recognition method and system using the same, object recognition method and system using the same
CA2905372C (en) Roadway sensing systems