WO2020071890A1 - Packet filtering method for vehicle communication data, and vehicle communication terminal device for performing same - Google Patents

Packet filtering method for vehicle communication data, and vehicle communication terminal device for performing same

Info

Publication number
WO2020071890A1
WO2020071890A1 PCT/KR2019/090001 KR2019090001W WO2020071890A1 WO 2020071890 A1 WO2020071890 A1 WO 2020071890A1 KR 2019090001 W KR2019090001 W KR 2019090001W WO 2020071890 A1 WO2020071890 A1 WO 2020071890A1
Authority
WO
WIPO (PCT)
Prior art keywords
packet
vehicle communication
message
vehicle
service logic
Prior art date
Application number
PCT/KR2019/090001
Other languages
French (fr)
Korean (ko)
Inventor
권순일
정홍종
Original Assignee
주식회사 웨이티즈
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 주식회사 웨이티즈 filed Critical 주식회사 웨이티즈
Publication of WO2020071890A1 publication Critical patent/WO2020071890A1/en

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/40Bus networks
    • H04L12/40052High-speed IEEE 1394 serial bus
    • H04L12/40071Packet processing; Packet format
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L1/00Arrangements for detecting or preventing errors in the information received
    • H04L1/004Arrangements for detecting or preventing errors in the information received by using forward error control
    • H04L1/0045Arrangements at the receiver end
    • H04L1/0047Decoding adapted to other signal detection operation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/40Bus networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/40Bus networks
    • H04L2012/40267Bus for use in transportation systems
    • H04L2012/40273Bus for use in transportation systems the transportation system being a vehicle

Definitions

  • the present invention relates to a method for filtering data packets received from a vehicle communication terminal device.
  • Automobiles are developing in the direction of providing safety, mobility, and convenience by integrating ICT technology.
  • sensors such as radar and vision
  • ACC adaptive cruise control
  • DSRC Dedicated Short-Range Communications
  • V2X communication technology means direct communication between vehicles (V2V; Vehicle to Vehicle) and vehicle-to-infrastructure (V2I) from a vehicle perspective.
  • V2V Vehicle to Vehicle
  • V2I vehicle-to-infrastructure
  • Pedestrian to Vehicle (P2V) Pedestrian to Driver (P2D)
  • P2D Pedestrian to Driver
  • Comprehensive connectivity can be considered, including communication (P2I; Pedestrian to Infra-structure), road sensor network to infrastructure (R2I; Road to Infrastructure), and In-vehicle Network.
  • a plurality of wireless communication technologies are used to provide all the connections considered in the C-ITS environment.
  • WAVE Wireless Access in Vehicular Environments
  • WLAN or Bluetooth technology is used for P2V / P2I communication
  • sensor communication technology can be used for R2I communication. have.
  • V2X communication system different communication technologies are mixed and used for the transmission of multi-layer data, and the characteristics of data for each layer are different, so there is a problem that the processing speed of data processing and service logic utilizing the data is reduced.
  • the service logic needs to verify and process data for a plurality of dynamic moving and static objects based on the information collected from the multi-layer, so there is a difficulty in slowing down the verification and processing speed.
  • An object of the present invention is to provide a vehicle communication terminal device and a packet filtering method for vehicle communication data to effectively process data received from a vehicle communication terminal device to improve processing speed of a service logic, and a vehicle communication terminal device performing the same.
  • a packet filtering method of vehicle communication data includes: filtering a packet of vehicle communication data received from a vehicle communication terminal device, and receiving vehicle communication data including a packet message; Decoding a part of the packet messages sequentially included in the vehicle communication data and determining whether to reflect service logic for the packet messages; And filtering the packet message determined to be unnecessary to reflect the service logic.
  • a vehicle communication terminal device may process a service logic using a packet filtering method of the vehicle communication data.
  • steps according to the packet filtering method of the vehicle communication data may be configured as a computer program to be performed in the analysis system according to an embodiment of the present invention, the computer program to be stored in a computer-readable medium You can.
  • the present invention by processing the vehicle communication data by applying partial decoding and packet filtering through spatial information, it is possible to effectively process data received from the vehicle communication terminal device to improve the processing speed of service logic.
  • FIG. 1 is a block diagram showing the overall configuration of a vehicle communication terminal device of the present invention.
  • FIG. 2 is a view for explaining an embodiment of the configuration of a V2X communication system.
  • FIG. 3 is a flowchart illustrating a vehicle communication data packet filtering method according to an embodiment of the present invention.
  • FIG. 4 is a diagram for explaining embodiments of a method for filtering a packet message included in vehicle communication data.
  • 5 to 7 are diagrams for explaining embodiments of a method for determining proximity to a packet message.
  • FIG. 9 is a view for explaining an embodiment of a data structure for storage and retrieval according to multi-layer characteristics.
  • FIG. 10 is a view for explaining an embodiment of a hierarchical data structure capable of effective dynamic object tracking.
  • 11 is a view for explaining an embodiment of a service logic processing procedure.
  • first and second may be used to describe various components, but the components may not be limited by the terms. The terms may be used only for the purpose of distinguishing one component from other components.
  • first component may be referred to as a second component without departing from the scope of the present invention, and similarly, the second component may be referred to as a first component.
  • a component When a component is said to be “connected” or “connected” to another component, it may be directly connected to or connected to the other component, but other components may exist in the middle. Can be understood. On the other hand, when a component is referred to as being “directly connected” or “directly connected” to another component, it can be understood that no other component exists in the middle.
  • FIG. 1 is a block diagram showing the overall configuration of a vehicle communication terminal device according to an embodiment of the present invention.
  • a communication terminal device 10 for a vehicle that is a V2X communication system is periodically attached to a vehicle and periodically transmits packet messages related to vehicle safety, and periodically from a V2X communication system (not shown) attached to another vehicle. Receive packet messages.
  • the packet messages transmitted and received between the V2X communication systems include vehicle ID information, location information, and status information (for example, driving direction and speed, deceleration and acceleration status, etc.), and may have a standardized message format. .
  • the vehicle communication terminal device 10 may use the packet message periodically received from the V2X communication system of another vehicle as described above to know the distance between the vehicle to which it is attached and the surrounding vehicle, the operating state of the surrounding vehicle, and the like. Therefore, it is possible to judge the dangerous situation.
  • a hardware module and a software stack to which a technology according to standard standards is applied is provided to the vehicle communication terminal device 10 so that packet messages between vehicles or between vehicles and infrastructure can be transmitted and received within a short time. Is included.
  • the WAVE communication technology standardized by the IEEE of the United States is a technology that can transmit and receive packet messages between vehicles or between vehicles and infrastructure within a short time of 100msec or less in a radio wave environment in which a vehicle moves at high speed.
  • the vehicle communication terminal device 10 to which WAVE communication technology is applied may include a V2X communication module, a GPS module, a memory, and a processor.
  • the processor provided in the communication terminal device 10 for the vehicle is a processor for driving a safety application (Safety Application), can be interlocked with the vehicle's internal network, and the driver output device 210 to display the application result values, such as various warnings (warning) ).
  • a safety application Safety Application
  • the software stack of the WAVE communication system can be divided into software on the kernel and application service software.
  • the software on the kernel includes a device driver, MAC transmission / reception function, routing function, IP packet function, WSMP safety message function, management function, authentication and security protocol function, etc.
  • application service software includes vehicle safety service and cooperative autonomous driving service. And a driver interface.
  • the software stack of the WAVE communication system is composed of a plurality of layers (layers), as shown in Figure 2, the plurality of layers are each designed to satisfy the function and performance of a specific communication standard.
  • Table 1 below shows information about a plurality of standards required to implement the WAVE communication technology.
  • the WAVE communication technology uses a 5.9 GHz dedicated frequency band and is designed to meet IEEE 802.11p and IEEE 1609.x standards.
  • IEEE 802.11p includes a physical (PHY) layer for wireless transmission and a MAC layer
  • the IEEE 1609.x standard includes a multi-channel layer, a network layer, an authentication and security layer, and an application service layer mounted on the IEEE 802.11p. .
  • the SAE J2735 standard includes a message layer and defines a set of Dedicated Short Range Communication (DSRC) messages transmitted and received between vehicles or between vehicles and infrastructures.
  • DSRC Dedicated Short Range Communication
  • the vehicle communication terminal device 10 may include a V2X communication module including a plurality of layers to satisfy WAVE communication standards as described with reference to FIGS. 2 and 1.
  • the invention is not limited to this, and may be in accordance with other standards for communication between vehicles.
  • the vehicle communication data received by the vehicle communication terminal device 10 includes all message data defined in SAE J2735 including Basic Safety Message (BSM) transmitted from one or more other V2X communication systems (not shown). It includes, it may be received in the message layer of the vehicle communication terminal device 10.
  • BSM Basic Safety Message
  • the basic safety message includes BSM data elements defined in the SAE J2735 standard, for example, time (UTC time), position (Latitude, Longitude, Elevation), speed (Speed), direction (Heading), brake Data such as system status (traction, abs, scs, brakeBoost, auxBrakes) and vehicle size (Width, Length).
  • time UTC time
  • position Latitude, Longitude, Elevation
  • speed Speed
  • direction Heading
  • brake Data such as system status (traction, abs, scs, brakeBoost, auxBrakes) and vehicle size (Width, Length).
  • the packet message data received by the vehicle communication terminal device 10 is not limited to the above-described messages and data, and data related to surrounding vehicles, such as PATH HISTORY and PATH PREDICTION, and It may further include location and time information related to a signal conversion timing of a traffic light, construction, weather, and the like.
  • the vehicle communication terminal device 10 decodes packet messages received from an external object to process service logic, and logic data may be calculated through service logic processing.
  • Logic data includes object classification (TC, Target Classification), time-to-collision (TTC), time-to-intersection (TTI) and distance (DTI) defined in the SAE J2945 / X standard. to Intersection).
  • TC object classification
  • TTC time-to-collision
  • TTI time-to-intersection
  • DTI distance
  • an application result value may be determined in the vehicle communication terminal device 10 using the calculated logic data, which is a forward collision warning (FCW) required by the SAE J2945 / X standard, an emergency brake detection warning ( Emergency Electronic Brake Lights (EEBL), Blind Spot Warning (BSW), Lane Change Warning (LCW) and Intersection Movement Assist (IMA), Signal Phase and Timing ), Roadside Alert, and Traveler Information.
  • FCW forward collision warning
  • EBL Emergency Electronic Brake Lights
  • BSW Blind Spot Warning
  • LCW Lane Change Warning
  • IMA Intersection Movement Assist
  • the service logic needs to process data for the dynamic moving object based on the information collected from the multi-layers, so it may be difficult to process the data.
  • the present invention by processing the vehicle communication data by applying partial decoding and packet filtering through spatial information, it is possible to effectively process data received from the vehicle communication terminal device to improve the processing speed of service logic.
  • FIG. 3 is a flowchart illustrating a vehicle communication data packet filtering method according to an embodiment of the present invention, and shows a method of filtering a packet of vehicle communication data received from an external object by the vehicle communication terminal device 10. Meanwhile, a description of the same method described with reference to FIGS. 1 and 2 of the method illustrated in FIG. 3 will be omitted below.
  • the vehicle communication terminal device 10 receives vehicle communication data including a packet message (step S300).
  • the vehicle communication data includes packet messages transmitted from an external object, for example, a V2X communication system attached to another vehicle, and each packet message may include basic safety message (BSM) data. have.
  • BSM basic safety message
  • each message may include at least one of time, position, speed, direction, brake system status, vehicle size, movement path, and signal phase, signal timing, and event type.
  • the vehicle communication terminal device 10 decodes a part of the packet messages sequentially included in the vehicle communication data (step S310), and determines whether to reflect the service logic for the packet message using a part of the decoded packet message (Step S320).
  • the vehicle communication terminal device 10 may partially decode only service identification information among the corresponding packet messages, and use the partially decoded service identification information to determine whether the corresponding packet message is registered in the service logic.
  • the vehicle communication terminal device 10 may determine that it is unnecessary to reflect the service logic for the packet message.
  • the vehicle communication terminal device 10 may partially decode only message identification information among the corresponding packet messages, and use the partially decoded message identification information to determine whether the corresponding packet message is registered as a message ID required for service logic. .
  • the vehicle communication terminal device 10 may determine that it is unnecessary to reflect the service logic for the packet message.
  • the vehicle communication terminal device 10 determines the proximity to the corresponding packet message based on the position and speed of the mounted vehicle, and as a result of the determination, determines that the corresponding packet message is transmitted from an object that is not close to the vehicle. If it is possible, it may be determined that it is unnecessary to reflect the service logic for the packet message.
  • the proximity may be determined by calculating the distance between the vehicle and the object that transmitted the corresponding packet message, and accordingly, it may be determined that reflection of service logic is unnecessary for a remote packet.
  • the vehicle communication terminal device 10 filters the packet message determined to be unnecessary in the service logic in step S320 (step S330).
  • the vehicle communication terminal device 10 may process service logic by processing the remaining packet messages excluding filtered packet messages among a plurality of packet messages included in vehicle communication data.
  • 4 is for describing embodiments of a method for filtering packet messages included in vehicle communication data, and shows packet messages included in vehicle communication data and sequentially processed.
  • PSID_MAP provider service identifier
  • a part of the packets included in the vehicle communication data is partially decoded without verifying the signature and is not registered as a required message ID (MsgId) of the service logic, or is close based on the vehicle's location and speed (POS / TIME).
  • the long distance packets 420 are filtered (MID_MAP, OBJ_MAP).
  • the vehicle communication terminal device 10 may calculate a distance using at least one of altitude filtering, filtering according to latitude and longitude integer operations, and filtering according to floating-point operations to determine proximity to a packet message. have.
  • altitude filtering long-distance filtering based on latitude and longitude integer calculation
  • near field filtering based on floating-point operation
  • ⁇ T filtering based on floating-point operation
  • the accuracy of distance calculation may be increased by using floating-point arithmetic, but distance calculation through floating-point arithmetic may be minimized to increase processing speed.
  • the direction vector is calculated as shown in FIG. 6, and the vehicle and the relative object are based on the currently received message, for example, transmission time, location, direction, speed, etc. included in each message of SAE J2735. Filtering may be performed by calculating the position of.
  • the processing speed may vary according to the difference in the latitude and longitude, and the number of digits of the decimal point may be applied to adjust the distance for filtering according to ⁇ T and the speed of the vehicle and the number of surrounding objects to be processed.
  • the distance according to the difference in the value of the latitude and longitude can be obtained as shown in the table in FIG.
  • FIG. 9 is a view for explaining an embodiment of a data structure for storage and retrieval according to multi-layer characteristics.
  • the maximum number of divisions according to dynamic and static data characteristics may be adjusted, for example, high in a dynamic case and low in a static case.
  • search distance can be adjusted according to the current location, direction, maximum distance, speed, etc. by applying the area search function by the direction vector.
  • FIG. 10 is a view for explaining an embodiment of a hierarchical data structure capable of effective dynamic object tracking.
  • 'C W ' denotes a cell width
  • 'C H ' denotes a cell height
  • 'C NF ' denotes the number of cells in front of the vehicle (# of Cells for Vehicle Front)
  • the data structure shown in FIG. 10 is a hierarchical data structure in which surrounding objects are searchable based on the current location, and may have a composite structure combining a latitude-based hierarchical LOD structure and AABB TREE.
  • Cell division with high precision is applied to the vicinity, and the number of cells can be changed according to the speed, lane width and length of the vehicle.
  • object clustering is applied to enable searching for the presence or absence of objects on a cell-by-cell basis, so that collision or presence of cells can be confirmed.
  • a HASH structure for quickly finding a corresponding object in a cell is applied based on the received message information, and it may be possible to continuously update the data structure according to a change in location information.
  • the service logic may be processed by a flow as shown in FIG. 11.
  • a method and system for analyzing a vehicle-to-X communication system can be applied to various vehicle communication standards such as Europe or Japan.
  • the above-described methods according to the exemplary embodiment of the present invention may be manufactured as a program to be executed in a computer and stored in a computer-readable recording medium.
  • Examples of the computer-readable recording medium include ROM, RAM, and CD-ROM , Magnetic tape, floppy disk, and optical data storage.
  • the computer-readable recording medium can be distributed over network coupled computer systems so that the computer readable code is stored and executed in a distributed fashion.
  • functional programs, codes, and code segments for implementing the method can be easily inferred by programmers in the technical field to which the present invention pertains.

Abstract

The present invention relates to a packet filtering method for vehicle communication data, and a vehicle communication terminal device for performing same. The method according to the present invention comprises the steps of: receiving vehicle communication data including packet messages; decoding some packet messages, which are included in the vehicle communication data and are sequentially processed, so as to determine whether to reflect a service logic about the packet message; and filtering the packet message having determined that reflecting the service logic is unnecessary.

Description

차량 통신 데이터의 패킷 필터링 방법 및 그를 수행하는 차량용 통신 단말 장치Packet filtering method of vehicle communication data and vehicle communication terminal device performing same
본 발명은 차량용 통신 단말 장치에서 수신되는 데이터 패킷을 필터링하는 방법에 관한 것이다.The present invention relates to a method for filtering data packets received from a vehicle communication terminal device.
자동차는 ICT 기술이 접목되어 안전성과 이동성, 그리고 편리성을 제공하는 방향으로 발전하고 있다. 차량에 레이더와 비전과 같은 센서를 적용하여 운전자에게 사각지대 경고, 추돌 경고, ACC(Adaptive Cruise Control) 등의 안전 지원 서비스를 제공하고 있으며, 차량에 DSRC(Dedicated Short-Range Communications) 통신기술을 적용하여 자동요금 징수, 버스안내 서비스 등의 편리한 서비스를 제공하고 있다.Automobiles are developing in the direction of providing safety, mobility, and convenience by integrating ICT technology. By applying sensors such as radar and vision to the vehicle, we provide safety support services such as blind spot warning, collision warning, and adaptive cruise control (ACC) to the driver, and applied DSRC (Dedicated Short-Range Communications) communication technology to the vehicle. It provides convenient services such as automatic fare collection and bus information service.
최근 들어, V2X 통신 기술을 이용한 차량 안전과 협력 자율 주행, 그리고 C-ITS(Cooperative-ITS) 기술이 연구되고 있다. V2X 통신 기술은 차량 관점에서 차량간 직접 통신(V2V; Vehicle to Vehicle)과 차량과 인프라간 통신(V2I; Vehicle to Infrastructure) 통신을 의미한다. 차량과 보행자, 도로 및 시설물과 통합교통정보 센터를 포함하는 C-ITS 관점에서는 보행자와 차량간 통신(P2V; Pedestrian to Vehicle), 보행자와 운전자간 통신(P2D; Pedestrian to Driver), 보행자와 인프라간 통신(P2I; Pedestrian to Infra-structure), 도로 센서 네트워크와 인프라간 통신(R2I; Road to Infrastructure) 및 In-vehicle Network 등을 포함하는 포괄적인 연결을 고려할 수 있다.Recently, vehicle safety using V2X communication technology, cooperative autonomous driving, and C-ITS (Cooperative-ITS) technology have been studied. V2X communication technology means direct communication between vehicles (V2V; Vehicle to Vehicle) and vehicle-to-infrastructure (V2I) from a vehicle perspective. Pedestrian to Vehicle (P2V), Pedestrian to Driver (P2D), Pedestrian to Driver (P2D) between pedestrians and infrastructure Comprehensive connectivity can be considered, including communication (P2I; Pedestrian to Infra-structure), road sensor network to infrastructure (R2I; Road to Infrastructure), and In-vehicle Network.
C-ITS 환경에서 고려하는 모든 연결을 제공하기 위해서는 복수의 무선 통신 기술들이 사용된다. 예를 들어, V2V/V2I 통신을 위해 WAVE(Wireless Access in Vehicular Environments) 통신 기술이 사용되고, P2V/P2I 통신을 위해서는 WLAN 또는 블루투스(Bluetooth) 기술이 사용되며, R2I 통신을 위해서는 센서 통신 기술이 사용될 수 있다.A plurality of wireless communication technologies are used to provide all the connections considered in the C-ITS environment. For example, WAVE (Wireless Access in Vehicular Environments) communication technology is used for V2V / V2I communication, WLAN or Bluetooth technology is used for P2V / P2I communication, and sensor communication technology can be used for R2I communication. have.
한편, V2X 통신 시스템에서는 다계층 데이터의 전송을 위해 서로 다른 통신 기술이 혼합되어 사용되며, 계층별 데이터의 특성이 서로 달라, 데이터 처리 및 그를 활용한 서비스 로직의 처리 속도가 저하되는 문제가 있었다.On the other hand, in the V2X communication system, different communication technologies are mixed and used for the transmission of multi-layer data, and the characteristics of data for each layer are different, so there is a problem that the processing speed of data processing and service logic utilizing the data is reduced.
또한, 서비스 로직은 다계층에서 수집된 정보를 바탕으로 다수의 동적 이동 및 정적 객체를 위한 데이터를 검증 및 처리해야 하여, 그 검증 및 처리 속도가 저하되는 어려움이 있었다.In addition, the service logic needs to verify and process data for a plurality of dynamic moving and static objects based on the information collected from the multi-layer, so there is a difficulty in slowing down the verification and processing speed.
본 발명은 차량용 통신 단말 장치에서 수신되는 데이터를 효과적으로 처리하여 서비스 로직의 처리 속도를 향상시킬 수 있도록 하는 차량 통신 데이터의 패킷 필터링 방법 및 그를 수행하는 차량용 통신 단말 장치를 제공하는데 그 목적이 있다.An object of the present invention is to provide a vehicle communication terminal device and a packet filtering method for vehicle communication data to effectively process data received from a vehicle communication terminal device to improve processing speed of a service logic, and a vehicle communication terminal device performing the same.
본 발명의 일실시예에 따른 차량 통신 데이터의 패킷 필터링 방법은 차량용 통신 단말 장치에서 수신되는 차량 통신 데이터의 패킷을 필터링하며, 패킷 메시지를 포함하는 차량 통신 데이터를 수신하는 단계; 상기 차량 통신 데이터에 포함되어 순차적으로 처리되는 패킷 메시지 중 일부를 디코딩하여, 상기 패킷 메시지에 대한 서비스 로직 반영 여부를 결정하는 단계; 및 서비스 로직 반영이 불필요한 것으로 결정된 패킷 메시지를 필터링하는 단계;를 포함한다.A packet filtering method of vehicle communication data according to an embodiment of the present invention includes: filtering a packet of vehicle communication data received from a vehicle communication terminal device, and receiving vehicle communication data including a packet message; Decoding a part of the packet messages sequentially included in the vehicle communication data and determining whether to reflect service logic for the packet messages; And filtering the packet message determined to be unnecessary to reflect the service logic.
본 발명의 일실시예에 따른 차량용 통신 단말 장치는 상기 차량 통신 데이터의 패킷 필터링 방법을 이용하여 서비스 로직을 처리할 수 있다.A vehicle communication terminal device according to an embodiment of the present invention may process a service logic using a packet filtering method of the vehicle communication data.
한편, 상기 차량 통신 데이터의 패킷 필터링 방법에 따른 단계들은, 본 발명의 일실시예에 따른 분석 시스템에서 수행되도록, 컴퓨터 프로그램으로 구성될 수 있으며, 해당 컴퓨터 프로그램은 컴퓨터로 읽을 수 있는 매체에 저장될 수 있다.On the other hand, steps according to the packet filtering method of the vehicle communication data, may be configured as a computer program to be performed in the analysis system according to an embodiment of the present invention, the computer program to be stored in a computer-readable medium You can.
본 발명의 실시예에 따르면, 부분 디코딩 및 공간정보를 통한 패킷 필터링을 적용하여 차량 통신 데이터를 처리함으로써, 차량용 통신 단말 장치에서 수신되는 데이터를 효과적으로 처리하여 서비스 로직의 처리 속도를 향상시킬 수 있다.According to an embodiment of the present invention, by processing the vehicle communication data by applying partial decoding and packet filtering through spatial information, it is possible to effectively process data received from the vehicle communication terminal device to improve the processing speed of service logic.
또한, 정수 기반 및 부동 소수 연산의 연계를 통한 거리 계산을 이용해 차량의 위치를 계산함으로써, 차량 통신 데이터 중 원거리의 패킷을 차량의 주변 상황에 적응적으로 필터링할 수 있다.In addition, by calculating the position of the vehicle using distance calculation through linkage of integer-based and floating-point arithmetic, it is possible to adaptively filter long-distance packets among vehicle communication data to surrounding conditions of the vehicle.
본 발명의 또 다른 실시예에 따르면, 다계층 특성에 따른 저장 및 검색이 가능하며 효과적인 동적 객체 추적이 가능한 계층형 자료 구조를 제공할 수 있다.According to another embodiment of the present invention, it is possible to provide a hierarchical data structure capable of storing and retrieving according to multi-layer characteristics and enabling effective dynamic object tracking.
도 1은 본 발명의 차량용 통신 단말 장치의 전체적인 구성을 나타내는 블록도이다.1 is a block diagram showing the overall configuration of a vehicle communication terminal device of the present invention.
도 2는 V2X 통신 시스템의 구성에 대한 일실시예를 설명하기 위한 도면이다.2 is a view for explaining an embodiment of the configuration of a V2X communication system.
도 3은 본 발명의 일실시예에 따른 차량 통신 데이터 패킷 필터링 방법을 나타내는 흐름도이다.3 is a flowchart illustrating a vehicle communication data packet filtering method according to an embodiment of the present invention.
도 4는 차량 통신 데이터에 포함된 패킷 메시지를 필터링하는 방법에 대한 실시예들을 설명하기 위한 도면이다.4 is a diagram for explaining embodiments of a method for filtering a packet message included in vehicle communication data.
도 5 내지 도 7은 패킷 메시지에 대한 근접도를 판단하는 방법에 대한 실시예들을 설명하기 위한 도면이다.5 to 7 are diagrams for explaining embodiments of a method for determining proximity to a packet message.
도 8은 위경도 소수점 값 차이에 따른 거리를 나타내는 표이다.8 is a table showing distances according to differences in latitude and longitude decimal values.
도 9는 다계층 특성에 따른 저장 및 검색을 위한 자료 구조에 대한 일실시예를 설명하기 위한 도면이다.9 is a view for explaining an embodiment of a data structure for storage and retrieval according to multi-layer characteristics.
도 10은 효과적인 동적객체 추적이 가능한 계층형 자료 구조에 대한 일실시예를 설명하기 위한 도면이다.10 is a view for explaining an embodiment of a hierarchical data structure capable of effective dynamic object tracking.
도 11은 서비스 로직 처리 절차에 대한 일실시예를 설명하기 위한 도면이다.11 is a view for explaining an embodiment of a service logic processing procedure.
이하, 첨부된 도면을 참조하여 본 발명에 따른 차량 통신 데이터의 패킷 필터링 방법 및 그를 수행하는 차량용 통신 단말 장치에 대해 상세히 설명한다.Hereinafter, a packet filtering method of vehicle communication data according to the present invention and a vehicle communication terminal device performing the same will be described in detail with reference to the accompanying drawings.
본 발명은 다양한 변경을 가할 수 있고 여러 가지 실시예를 가질 수 있는바, 특정 실시예들을 도면에 예시하고 상세한 설명에 상세하게 설명하고자 한다. 이는 본 발명을 특정한 실시 형태에 대해 한정하려는 것이 아니며, 본 발명의 사상 및 기술 범위에 포함되는 모든 변경, 균등물 내지 대체물을 포함하는 것으로 이해될 수 있다.The present invention can be variously modified and have various embodiments, and specific embodiments will be illustrated in the drawings and described in detail in the detailed description. This is not intended to limit the present invention to specific embodiments, and may be understood to include all modifications, equivalents, and substitutes included in the spirit and scope of the present invention.
본 발명을 설명함에 있어서 제1, 제2 등의 용어는 다양한 구성요소들을 설명하는데 사용될 수 있지만, 상기 구성요소들은 상기 용어들에 의해 한정되지 않을 수 있다. 상기 용어들은 하나의 구성요소를 다른 구성요소로부터 구별하는 목적으로만 사용될 수 있다. 예를 들어, 본 발명의 권리 범위를 벗어나지 않으면서 제1구성요소는 제2 구성요소로 명명될 수 있고, 유사하게 제2 구성요소도 제1 구성요소로 명명될 수 있다.In describing the present invention, terms such as first and second may be used to describe various components, but the components may not be limited by the terms. The terms may be used only for the purpose of distinguishing one component from other components. For example, the first component may be referred to as a second component without departing from the scope of the present invention, and similarly, the second component may be referred to as a first component.
및/또는 이라는 용어는 복수의 관련된 기재된 항목들의 조합 또는 복수의 관련된 기재된 항목들 중의 어느 항목을 포함할 수 있다.The term and / or may include a combination of a plurality of related described items or any one of a plurality of related described items.
어떤 구성요소가 다른 구성요소에 "연결되어" 있다거나 "접속되어" 있다고 언급되는 경우는, 그 다른 구성요소에 직접적으로 연결되어 있거나 또는 접속되어 있을 수도 있지만, 중간에 다른 구성요소가 존재할 수도 있다고 이해될 수 있다. 반면에, 어떤 구성요소가 다른 구성요소에 "직접 연결되어" 있다거나 "직접 접속되어" 있다고 언급된 때에는, 중간에 다른 구성요소가 존재하지 않은 것으로 이해될 수 있다.When a component is said to be "connected" or "connected" to another component, it may be directly connected to or connected to the other component, but other components may exist in the middle. Can be understood. On the other hand, when a component is referred to as being “directly connected” or “directly connected” to another component, it can be understood that no other component exists in the middle.
본 출원에서 사용한 용어는 단지 특정한 실시예를 설명하기 위해 사용된 것으로, 본 발명을 한정하려는 의도가 아니다. 단수의 표현은 문맥상 명백하게 다르게 뜻하지 않는 한, 복수의 표현을 포함할 수 있다.The terms used in this application are only used to describe specific embodiments, and are not intended to limit the present invention. Singular expressions may include plural expressions unless the context clearly indicates otherwise.
본 출원에서, "포함하다" 또는 "가지다" 등의 용어는 명세서상에 기재된 특징, 숫자, 단계, 동작, 구성요소, 부품 또는 이들을 조합한 것이 존재함을 지정하려는 것으로서, 하나 또는 그 이상의 다른 특징들이나 숫자, 단계, 동작, 구성요소, 부품 또는 이들을 조합한 것들의 존재 또는 부가 가능성을 미리 배제하지 않는 것으로 이해될 수 있다.In this application, terms such as “include” or “have” are intended to indicate that a feature, number, step, operation, component, part, or combination thereof described in the specification exists, and one or more other features. It can be understood that the existence or addition possibilities of fields or numbers, steps, operations, components, parts or combinations thereof are not excluded in advance.
다르게 정의되지 않는 한, 기술적이거나 과학적인 용어를 포함해서 여기서 사용되는 모든 용어들은 본 발명이 속하는 기술 분야에서 통상의 지식을 가진 자에 의해 일반적으로 이해되는 것과 동일한 의미를 가질 수 있다. 일반적으로 사용되는 사전에 정의되어 있는 것과 같은 용어들은 관련 기술의 문맥상 가지는 의미와 일치하는 의미를 가지는 것으로 해석될 수 있으며, 본 출원에서 명백하게 정의하지 않는 한, 이상적이거나 과도하게 형식적인 의미로 해석되지 않을 수 있다.Unless defined otherwise, all terms used herein, including technical or scientific terms, may have the same meaning as commonly understood by a person skilled in the art to which the present invention pertains. Terms, such as those defined in a commonly used dictionary, can be interpreted as having meanings that are consistent with meanings in the context of related technologies, and are interpreted as ideal or excessively formal meanings unless explicitly defined in the present application. It may not be.
아울러, 이하의 실시예는 당 업계에서 평균적인 지식을 가진 자에게 보다 완전하게 설명하기 위해서 제공되는 것으로서, 도면에서의 요소들의 형상 및 크기 등은 보다 명확한 설명을 위해 과장될 수 있다.In addition, the following embodiments are provided to more fully explain to those having average knowledge in the art, and the shapes and sizes of elements in the drawings may be exaggerated for more clear explanation.
도 1은 본 발명의 일실시예에 따른 차량용 통신 단말 장치의 전체적인 구성을 블록도로 도시한 것이다.1 is a block diagram showing the overall configuration of a vehicle communication terminal device according to an embodiment of the present invention.
도 1을 참조하면, V2X 통신 시스템인 차량용 통신 단말 장치(10)는 차량에 부착되어 차량 안전 등과 관련된 패킷 메시지를 주기적으로 전송하고, 또 다른 차량에 부착된 V2X 통신 시스템(미도시)로부터 주기적으로 패킷 메시지를 수신한다.Referring to FIG. 1, a communication terminal device 10 for a vehicle that is a V2X communication system is periodically attached to a vehicle and periodically transmits packet messages related to vehicle safety, and periodically from a V2X communication system (not shown) attached to another vehicle. Receive packet messages.
상기 V2X 통신 시스템들 간에 송수신되는 패킷 메시지는 차량의 ID 정보와 위치 정보 및 상태 정보(예를 들어, 주행 방향 및 속도, 감속 및 가속 상태 등)를 포함하고 있으며, 표준화된 메시지 형태를 가질 수 있다.The packet messages transmitted and received between the V2X communication systems include vehicle ID information, location information, and status information (for example, driving direction and speed, deceleration and acceleration status, etc.), and may have a standardized message format. .
차량용 통신 단말 장치(10)는 위와 같이 다른 차량의 V2X 통신 시스템으로부터 주기적으로 수신되는 패킷 메시지를 이용하여 자신이 부착된 차량과 주변 차량 사이의 거리와 주변 차량의 동작 상태 등을 알 수 있으며, 그에 따라 위험 상황을 판단할 수 있다.The vehicle communication terminal device 10 may use the packet message periodically received from the V2X communication system of another vehicle as described above to know the distance between the vehicle to which it is attached and the surrounding vehicle, the operating state of the surrounding vehicle, and the like. Therefore, it is possible to judge the dangerous situation.
한편, 차량이 고속으로 이동하는 전파 환경에서 차량 간 또는 차량과 인프라 간 패킷 메시지가 짧은 시간 내에 송수신될 수 있도록, 표준 규격에 따른 기술이 적용된 하드웨어 모듈과 소프트웨어 스택이 차량용 통신 단말 장치(10)에 포함된다.On the other hand, in a radio wave environment in which a vehicle moves at a high speed, a hardware module and a software stack to which a technology according to standard standards is applied is provided to the vehicle communication terminal device 10 so that packet messages between vehicles or between vehicles and infrastructure can be transmitted and received within a short time. Is included.
예를 들어, 미국의 IEEE에서 표준화된 WAVE 통신 기술은 차량이 고속으로 이동하는 전파 환경에서 차량 간 또는 차량과 인프라 간 패킷 메시지를 최대 1km까지 100msec 이내의 짧은 시간 내에 송수신할 수 있는 기술이다.For example, the WAVE communication technology standardized by the IEEE of the United States is a technology that can transmit and receive packet messages between vehicles or between vehicles and infrastructure within a short time of 100msec or less in a radio wave environment in which a vehicle moves at high speed.
도 1에 도시된 바와 같이, WAVE 통신 기술이 적용된 차량용 통신 단말 장치(10)는 V2X 통신 모듈, GPS 모듈, 메모리 및 프로세서 등을 포함할 수 있다.As illustrated in FIG. 1, the vehicle communication terminal device 10 to which WAVE communication technology is applied may include a V2X communication module, a GPS module, a memory, and a processor.
차량용 통신 단말 장치(10)에 구비되는 프로세서는 안전 애플리케이션(Safety Application)을 구동하기 위한 프로세서로서, 차량 내부 네트워크와 연동될 수 있으며, 다양한 경고(warning) 등과 같은 애플리케이션 결과값을 운전자 표출 장치(210)로 전송할 수 있다.The processor provided in the communication terminal device 10 for the vehicle is a processor for driving a safety application (Safety Application), can be interlocked with the vehicle's internal network, and the driver output device 210 to display the application result values, such as various warnings (warning) ).
또한, WAVE 통신 시스템의 소프트웨어 스택은 커널상의 소프트웨어와 응용 서비스 소프트웨어로 구분될 수 있다. 여기서, 커널상의 소프트웨어는 디바이스 드라이버, MAC 송수신 기능, 라우팅 기능, IP 패킷 기능, WSMP 안전 메시지 기능, 관리 기능과 인증 및 보안 프로토콜 기능 등을 포함하며, 응용 서비스 소프트웨어는 차량 안전 서비스, 협력 자율 주행 서비스 및 운전자 인터페이스 등을 포함할 수 있다.In addition, the software stack of the WAVE communication system can be divided into software on the kernel and application service software. Here, the software on the kernel includes a device driver, MAC transmission / reception function, routing function, IP packet function, WSMP safety message function, management function, authentication and security protocol function, etc., and application service software includes vehicle safety service and cooperative autonomous driving service. And a driver interface.
좀 더 구체적으로, WAVE 통신 시스템의 소프트웨어 스택은 도 2에 도시된 바와 같이 복수의 계층들(layers)로 구성되며, 복수의 계층들은 각각 특정 통신 규격의 기능과 성능을 만족하도록 설계된 것이다.More specifically, the software stack of the WAVE communication system is composed of a plurality of layers (layers), as shown in Figure 2, the plurality of layers are each designed to satisfy the function and performance of a specific communication standard.
이하의 표 1은 WAVE 통신 기술을 구현하기 위해 필요한 복수의 규격들에 대한 정보를 나타낸 것이다.Table 1 below shows information about a plurality of standards required to implement the WAVE communication technology.
Figure PCTKR2019090001-appb-img-000001
Figure PCTKR2019090001-appb-img-000001
도 2 및 표 1을 참조하면, WAVE 통신 기술은 5.9GHz 전용 주파수 대역을 사용하며, IEEE 802.11p와 IEEE 1609.x 규격을 만족하도록 설계된다.2 and Table 1, the WAVE communication technology uses a 5.9 GHz dedicated frequency band and is designed to meet IEEE 802.11p and IEEE 1609.x standards.
IEEE 802.11p은 무선 전송을 위한 물리(PHY) 계층과 MAC 계층을 포함하며, IEEE 1609.x 규격은 IEEE 802.11p 위에 탑재되는 멀티 채널 계층, 네트워크 계층, 인증 및 보안 계층 및 응용 서비스 계층을 포함한다.IEEE 802.11p includes a physical (PHY) layer for wireless transmission and a MAC layer, and the IEEE 1609.x standard includes a multi-channel layer, a network layer, an authentication and security layer, and an application service layer mounted on the IEEE 802.11p. .
SAE J2735 규격은 메시지 계층을 포함하며, 차량 간 또는 차량과 인프라 간 송수신되는 단거리 전용 통신(DSRC, Dedicated Short Range Communication) 메시지 셋을 정의한다.The SAE J2735 standard includes a message layer and defines a set of Dedicated Short Range Communication (DSRC) messages transmitted and received between vehicles or between vehicles and infrastructures.
한편, SAE J2945/X 규격은 서비스를 위해 필요한 성능 요구사항(performance requirements) 을 정의한다.Meanwhile, the SAE J2945 / X standard defines performance requirements required for service.
본 발명의 일실시예에 따른 차량용 통신 단말 장치(10)는 도 2 및 표 1을 참조하여 설명한 바와 같은 WAVE 통신 규격들을 만족하도록 복수의 계층들을 포함하여 구성된 V2X 통신 모듈을 포함할 수 있으나, 본 발명은 이에 한정되지 아니하며, 그 이외의 차량 간 통신 표준 규격들에 따른 것일 수도 있다.The vehicle communication terminal device 10 according to an embodiment of the present invention may include a V2X communication module including a plurality of layers to satisfy WAVE communication standards as described with reference to FIGS. 2 and 1. The invention is not limited to this, and may be in accordance with other standards for communication between vehicles.
한편, 차량용 통신 단말 장치(10)로 수신되는 차량 통신 데이터는, 하나 이상의 다른 V2X 통신 시스템(미도시)으로부터 전송되는 기본 안전 메시지(BSM, Basic Safety Message)를 포함한 SAE J2735 내에 정의된 모든 메시지 데이터를 포함하며, 이는 차량용 통신 단말 장치(10)의 메시지 계층에서 수신될 수 있다.Meanwhile, the vehicle communication data received by the vehicle communication terminal device 10 includes all message data defined in SAE J2735 including Basic Safety Message (BSM) transmitted from one or more other V2X communication systems (not shown). It includes, it may be received in the message layer of the vehicle communication terminal device 10.
상기 기본 안전 메시지(BSM)는 SAE J2735 규격에서 정의된 BSM 데이터 엘리먼트들을 포함하며, 예를 들어 시간(UTC time), 위치(Latitude, Longitude, Elevation), 속도(Speed), 방향(Heading), 브레이크 시스템 상태(traction, abs, scs, brakeBoost, auxBrakes) 및 차량 크기(Width, Length) 등과 같은 데이터를 포함할 수 있다.The basic safety message (BSM) includes BSM data elements defined in the SAE J2735 standard, for example, time (UTC time), position (Latitude, Longitude, Elevation), speed (Speed), direction (Heading), brake Data such as system status (traction, abs, scs, brakeBoost, auxBrakes) and vehicle size (Width, Length).
여기서, 차량용 통신 단말 장치(10)로 수신되는 패킷 메시지 데이터는 상기한 바와 같은 메시지 및 데이터들에 한정되지 아니하며, 경로 이력(PATH HISTORY) 및 경로 예측(PATH PREDICTION) 등과 같은 주변 차량과 관련된 데이터 및 신호등의 신호 변환 시점, 공사, 기상 등에 관련된 위치 및 시간 정보들을 더 포함할 수 있다.Here, the packet message data received by the vehicle communication terminal device 10 is not limited to the above-described messages and data, and data related to surrounding vehicles, such as PATH HISTORY and PATH PREDICTION, and It may further include location and time information related to a signal conversion timing of a traffic light, construction, weather, and the like.
차량용 통신 단말 장치(10)는 외부 객체로부터 수신되는 패킷 메시지들을 디코딩해 서비스 로직을 처리하며, 서비스 로직 처리를 통해 로직 데이터가 계산될 수 있다.The vehicle communication terminal device 10 decodes packet messages received from an external object to process service logic, and logic data may be calculated through service logic processing.
로직 데이터는 SAE J2945/X 규격에서 정의된 객체 구분(TC, Target Classification), 충돌 시간(TTC, Time-to-Collision), 교차 시간(TTI, Time-to-Intersection) 및 교차 거리(DTI, Distance to Intersection) 등을 포함할 수 있다.Logic data includes object classification (TC, Target Classification), time-to-collision (TTC), time-to-intersection (TTI) and distance (DTI) defined in the SAE J2945 / X standard. to Intersection).
또한, 상기 계산된 로직 데이터를 이용해 차량용 통신 단말 장치(10)에서 애플리케이션 결과값이 결정될 수 있으며, 이는 SAE J2945/X 규격에서 요구하는 전방 추돌 경고(FCW, Forward Crashing Warning), 긴급 브레이크 감지 경고(EEBL, Emergency Electronic Brake Lights), 사각 지대 경고(BSW, Blind Spot Warning), 차로 변경 경고(LCW, Lane Change Warning) 및 교차로 이동 보조(IMA, Intersection Movement Assist), 신호 위상 및 타이밍 (Signal Phase and Timing), 도로 경고 (Roadside Alert), 운전자 정보 (Traveler Information) 등의 차량 안전 및 비안전 애플리케이션을 포함할 수 있다.In addition, an application result value may be determined in the vehicle communication terminal device 10 using the calculated logic data, which is a forward collision warning (FCW) required by the SAE J2945 / X standard, an emergency brake detection warning ( Emergency Electronic Brake Lights (EEBL), Blind Spot Warning (BSW), Lane Change Warning (LCW) and Intersection Movement Assist (IMA), Signal Phase and Timing ), Roadside Alert, and Traveler Information.
상기한 바와 같이, V2X 통신 시스템에서는 다계층 데이터의 전송을 위해 서로 다른 통신 기술이 혼합되어 사용되며, 계층별 데이터의 특성이 서로 달라, 데이터 처리 및 그를 활용한 서비스 로직의 처리 속도가 저하될 수 있다.As described above, in the V2X communication system, different communication technologies are mixed and used for the transmission of multi-layer data, and the characteristics of data for each layer are different, so the processing speed of data processing and service logic utilizing the data may be reduced. have.
또한, 서비스 로직은 다계층에서 수집된 정보를 바탕으로 동적 이동 객체를 위한 데이터를 처리해야 하여, 그 처리에 어려움이 있을 수 있다.In addition, the service logic needs to process data for the dynamic moving object based on the information collected from the multi-layers, so it may be difficult to process the data.
본 발명의 실시예에 따르면, 부분 디코딩 및 공간정보를 통한 패킷 필터링을 적용하여 차량 통신 데이터를 처리함으로써, 차량용 통신 단말 장치에서 수신되는 데이터를 효과적으로 처리하여 서비스 로직의 처리 속도를 향상시킬 수 있다.According to an embodiment of the present invention, by processing the vehicle communication data by applying partial decoding and packet filtering through spatial information, it is possible to effectively process data received from the vehicle communication terminal device to improve the processing speed of service logic.
이하, 도 3 내지 도 11을 참조하여, 본 발명에 따른 차량 통신 데이터의 패킷 필터링 방법 및 차량용 통신 단말 장치의 실시예들에 대해 보다 상세히 설명하기로 한다.Hereinafter, a packet filtering method of vehicle communication data and embodiments of a vehicle communication terminal device according to the present invention will be described in more detail with reference to FIGS. 3 to 11.
도 3은 본 발명의 일실시예에 따른 차량 통신 데이터 패킷 필터링 방법을 흐름도로 도시한 것으로, 차량용 통신 단말 장치(10)가 외부 객체로부터 수신되는 차량 통신 데이터의 패킷을 필터링하는 방법을 나타낸 것이다. 한편, 도 3에 도시된 방법 중 도 1 및 도 2를 참조하여 설명한 것과 동일한 것에 대한 설명은 이하 생략하기로 한다.3 is a flowchart illustrating a vehicle communication data packet filtering method according to an embodiment of the present invention, and shows a method of filtering a packet of vehicle communication data received from an external object by the vehicle communication terminal device 10. Meanwhile, a description of the same method described with reference to FIGS. 1 and 2 of the method illustrated in FIG. 3 will be omitted below.
도 3을 참조하면, 차량용 통신 단말 장치(10)는 패킷 메시지를 포함하는 차량 통신 데이터를 수신한다(S300 단계).Referring to FIG. 3, the vehicle communication terminal device 10 receives vehicle communication data including a packet message (step S300).
상기 차량 통신 데이터는 외부의 객체, 예를 들어 또 다른 차량에 부착된 V2X 통신 시스템으로부터 전송되는 패킷 메시지들을 포함하고, 각각의 패킷 메시지는 기본 안전 메시지(BSM, Basic Safety Message) 데이터를 포함할 수 있다.The vehicle communication data includes packet messages transmitted from an external object, for example, a V2X communication system attached to another vehicle, and each packet message may include basic safety message (BSM) data. have.
한편, 각각의 메시지는 시간, 위치, 속도, 방향, 브레이크 시스템 상태, 차량 크기, 이동 경로, 및 신호 위상, 신호 타이밍 및 이벤트 유형 중 적어도 하나를 포함할 수 있다.Meanwhile, each message may include at least one of time, position, speed, direction, brake system status, vehicle size, movement path, and signal phase, signal timing, and event type.
차량용 통신 단말 장치(10)는 차량 통신 데이터에 포함되어 순차적으로 처리되는 패킷 메시지 중 일부를 디코딩하고(S310 단계), 상기 디코딩된 패킷 메시지의 일부를 이용해 해당 패킷 메시지에 대한 서비스 로직 반영 여부를 결정한다(S320 단계).The vehicle communication terminal device 10 decodes a part of the packet messages sequentially included in the vehicle communication data (step S310), and determines whether to reflect the service logic for the packet message using a part of the decoded packet message (Step S320).
예를 들어, 차량용 통신 단말 장치(10)는 해당 패킷 메시지 중 서비스 식별 정보만을 부분 디코딩하고, 부분 디코딩된 서비스 식별 정보를 이용하여 해당 패킷 메시지가 서비스 로직에 등록되어 있는지 여부를 확인할 수 있다.For example, the vehicle communication terminal device 10 may partially decode only service identification information among the corresponding packet messages, and use the partially decoded service identification information to determine whether the corresponding packet message is registered in the service logic.
확인 결과, 해당 패킷 메시지가 서비스 로직에 등록되어 있어 있지 않은 경우, 차량용 통신 단말 장치(10)는 패킷 메시지에 대해 서비스 로직 반영이 불필요한 것으로 결정할 수 있다.As a result of checking, if the corresponding packet message is not registered in the service logic, the vehicle communication terminal device 10 may determine that it is unnecessary to reflect the service logic for the packet message.
그리고 차량용 통신 단말 장치(10)는 해당 패킷 메시지 중 메시지 식별 정보만을 부분 디코딩하고, 상기 부분 디코딩된 메시지 식별 정보를 이용하여 해당 패킷 메시지가 서비스 로직에 필요한 메시지 아이디로 등록되어 있는지 여부를 확인할 수 있다.In addition, the vehicle communication terminal device 10 may partially decode only message identification information among the corresponding packet messages, and use the partially decoded message identification information to determine whether the corresponding packet message is registered as a message ID required for service logic. .
확인 결과, 해당 패킷 메시지가 서비스 로직에 필요한 메시지 아이디로 등록되어 있어 있지 않은 경우, 차량용 통신 단말 장치(10)는 패킷 메시지에 대해 서비스 로직 반영이 불필요한 것으로 결정할 수 있다.As a result of checking, if the corresponding packet message is not registered as a message ID required for service logic, the vehicle communication terminal device 10 may determine that it is unnecessary to reflect the service logic for the packet message.
또한, 차량용 통신 단말 장치(10)는 장착된 차량의 위치 및 속도를 기초로 하여 해당 패킷 메시지에 대한 근접도를 판단하고, 판단 결과 해당 패킷 메시지가 상기 차량에 근접하지 않은 객체로부터 전송된 것으로 판단되는 경우 해당 패킷 메시지에 대해 서비스 로직 반영이 불필요한 것으로 결정할 수 있다.In addition, the vehicle communication terminal device 10 determines the proximity to the corresponding packet message based on the position and speed of the mounted vehicle, and as a result of the determination, determines that the corresponding packet message is transmitted from an object that is not close to the vehicle. If it is possible, it may be determined that it is unnecessary to reflect the service logic for the packet message.
여기서, 상기 근접도는 차량과 해당 패킷 메시지를 전송한 객체 사이의 거리를 계산함에 의해 판단될 수 있으며, 그에 따라 원거리의 패킷에 대해서는 서비스 로직 반영이 불필요한 것으로 결정될 수 있다.Here, the proximity may be determined by calculating the distance between the vehicle and the object that transmitted the corresponding packet message, and accordingly, it may be determined that reflection of service logic is unnecessary for a remote packet.
그 후, 차량용 통신 단말 장치(10)는 상기 S320 단계에서 서비스 로직 반영이 불필요한 것으로 결정된 패킷 메시지를 필터링한다(S330 단계).Thereafter, the vehicle communication terminal device 10 filters the packet message determined to be unnecessary in the service logic in step S320 (step S330).
예를 들어, 차량용 통신 단말 장치(10)는 차량 통신 데이터에 포함된 복수의 패킷 메시지들 중 필터링된 패킷 메시지를 제외한 나머지 패킷 메시지들을 처리하여 서비스 로직을 처리할 수 있다.For example, the vehicle communication terminal device 10 may process service logic by processing the remaining packet messages excluding filtered packet messages among a plurality of packet messages included in vehicle communication data.
도 4는 차량 통신 데이터에 포함된 패킷 메시지를 필터링하는 방법에 대한 실시예들을 설명하기 위한 것으로, 차량 통신 데이터에 포함되어 순차적으로 처리되는 패킷 메시지들을 나타내는 것이다.4 is for describing embodiments of a method for filtering packet messages included in vehicle communication data, and shows packet messages included in vehicle communication data and sequentially processed.
도 4를 참조하면, 수신되는 차량 통신 데이터의 패킷 중 일부가 부분 디코딩되어 서비스 로직에 등록되지 않은 PSID(Provider Service Identifier)를 가지는 패킷(410)이 필터링 된다(PSID_MAP).Referring to FIG. 4, a part of the received packet of vehicle communication data is partially decoded and the packet 410 having a provider service identifier (PSID) not registered in the service logic is filtered (PSID_MAP).
그 후, 차량 통신 데이터에 포함된 패킷 중 서명의 검증없이 일부가 부분 디코딩되어 서비스 로직의 필요한 메시지 아이디(MsgId)로 등록되지 않았거나, 또는 차량의 위치 및 속도(POS/TIME)를 기초로 근접되지 않은 원거리의 패킷(420)이 필터링 된다(MID_MAP, OBJ_MAP).Thereafter, a part of the packets included in the vehicle communication data is partially decoded without verifying the signature and is not registered as a required message ID (MsgId) of the service logic, or is close based on the vehicle's location and speed (POS / TIME). The long distance packets 420 are filtered (MID_MAP, OBJ_MAP).
상기한 바와 같은 방식으로, 순차적으로 패킷의 일부분만이 부분 디코딩되어 서비스 로직에 반영할 필요가 없는 패킷들(430, 440)은 드롭(drop)되어 필터링될 수 있다.In the same manner as described above, only a part of packets are sequentially decoded, and packets 430 and 440 that do not need to be reflected in the service logic may be dropped and filtered.
본 발명의 또 다른 실시예에 따르면, 정수 기반 및 부동 소수 연산의 연계를 통한 거리 계산을 이용해 차량의 위치를 계산함으로써, 차량 통신 데이터 중 원거리의 패킷을 차량의 주변 상황에 적응적으로 필터링할 수 있다.According to another embodiment of the present invention, by calculating the position of the vehicle using distance calculation through linkage of integer-based and floating-point arithmetic, it is possible to adaptively filter long-distance packets among vehicle communication data to the surrounding situation of the vehicle. have.
예를 들어, 차량용 통신 단말 장치(10)는 패킷 메시지에 대한 근접도를 판단하기 위해, 고도 필터링, 위경도 정수 연산에 따른 필터링 및 부동 소수 연산에 따른 필터링 중 적어도 하나를 이용하여 거리를 계산할 수 있다.For example, the vehicle communication terminal device 10 may calculate a distance using at least one of altitude filtering, filtering according to latitude and longitude integer operations, and filtering according to floating-point operations to determine proximity to a packet message. have.
이하, 도 5 내지 도 7을 참조하여, 패킷 메시지에 대한 근접도를 판단하는 방법에 대한 실시예들을 보다 상세히 설명하기로 한다.Hereinafter, embodiments of a method for determining proximity to a packet message will be described in more detail with reference to FIGS. 5 to 7.
도 5를 참조하면, 거리 계산을 위해 고도 필터링, 위경도 정수 연산에 따른 원거리 필터링, 부동 소수 연산에 따른 근거리 필터링 및 부동 소수 연산에 따른 ΔT 필터링이 이용될 수 있다.Referring to FIG. 5, altitude filtering, long-distance filtering based on latitude and longitude integer calculation, near field filtering based on floating-point operation, and ΔT filtering based on floating-point operation may be used for distance calculation.
도 5에 도시된 바와 같이, 부동 소수 연산을 이용하여 거리 계산의 정확도를 높일 수 있으나, 처리 속도의 증가를 위해서는 부동 소수 연산을 통한 거리 계산을 최소화할 수 있다.As illustrated in FIG. 5, the accuracy of distance calculation may be increased by using floating-point arithmetic, but distance calculation through floating-point arithmetic may be minimized to increase processing speed.
한편, 도 6에 도시된 바와 같은 방법으로 방향 벡터가 계산되며, 현재 수신된 메시지, 예를 들어 SAE J2735의 각 메시지에 포함된 송신 시간, 위치, 방향, 속도 등을 기초로 하여 차량과 상대 객체의 위치를 계산하여 필터링이 수행될 수 있다.On the other hand, the direction vector is calculated as shown in FIG. 6, and the vehicle and the relative object are based on the currently received message, for example, transmission time, location, direction, speed, etc. included in each message of SAE J2735. Filtering may be performed by calculating the position of.
도 7에 도시된 바와 같이 위경도 소수점 차이에 따라 처리 속도가 달라질 수 있으며, ΔT 및 차량의 속도, 처리해야할 주변 객체들의 수에 따라 필터링을 위한 거리 조절을 위해 소수점의 자리수 등이 적용될 수 있다.As shown in FIG. 7, the processing speed may vary according to the difference in the latitude and longitude, and the number of digits of the decimal point may be applied to adjust the distance for filtering according to ΔT and the speed of the vehicle and the number of surrounding objects to be processed.
또한, 위경도 소수점 값 차이에 따른 거리는 도 8에 도시된 표와 같이 구해질 수 있다.In addition, the distance according to the difference in the value of the latitude and longitude can be obtained as shown in the table in FIG.
도 9는 다계층 특성에 따른 저장 및 검색을 위한 자료 구조에 대한 일실시예를 설명하기 위해 도시한 것이다.9 is a view for explaining an embodiment of a data structure for storage and retrieval according to multi-layer characteristics.
도 9를 참조하면, 동적 및 정적 데이터 특성에 따른 최대 분할 수가 조절될 수 있으며, 예를 들어, 동적인 경우에는 높음으로, 정적인 경우에는 낮음으로 조절될 수 있다.Referring to FIG. 9, the maximum number of divisions according to dynamic and static data characteristics may be adjusted, for example, high in a dynamic case and low in a static case.
또한, 우선순위에 기반한 저장 및 검색 결과가 제공되며, 방향 벡터에 의한 영역 검색 기능이 적용되어 현위치, 방향, 최대 거리, 속도 등에 따라 검색 거리 가 조절될 수 있다.In addition, storage and search results based on priority are provided, and the search distance can be adjusted according to the current location, direction, maximum distance, speed, etc. by applying the area search function by the direction vector.
도 10은 효과적인 동적객체 추적이 가능한 계층형 자료 구조에 대한 일실시예를 설명하기 위한 도시한 것이다.10 is a view for explaining an embodiment of a hierarchical data structure capable of effective dynamic object tracking.
도 10에서, 'C W'는 셀 폭(Cell Width)을, 'C H'는 셀 높이(Cell Height), 'C NF'는 차량 전방 셀들의 개수(# of Cells for Vehicle Front), 'C NR'는 차량 후방 셀들의 개수(# of Cells for Vehicle Rear)를 의미한다.In FIG. 10, 'C W ' denotes a cell width, 'C H ' denotes a cell height, and 'C NF ' denotes the number of cells in front of the vehicle (# of Cells for Vehicle Front), 'C NR 'means # of Cells for Vehicle Rear.
도 10에 도시된 자료 구조는 현재 자신 위치에 기반하여 주변 객체가 검색 가능한 계층형 자료 구조로서, 위경도 기반 계층형 LOD 구조와 AABB TREE 를 결합한 복합 구조를 가질 수 있다.The data structure shown in FIG. 10 is a hierarchical data structure in which surrounding objects are searchable based on the current location, and may have a composite structure combining a latitude-based hierarchical LOD structure and AABB TREE.
인접에는 정밀도가 높은 셀분할을 적용하며, 차량의 속도, 차선폭 및 길이 등에 따라 셀 개수가 변경될 수 있다.Cell division with high precision is applied to the vicinity, and the number of cells can be changed according to the speed, lane width and length of the vehicle.
또한, 셀 단위에서 객체 유무에 대한 검색이 가능하도록 하는 객체 클러스터링이 적용되어, 셀 단위의 충돌이나 존재 유무가 확인될 수 있다.In addition, object clustering is applied to enable searching for the presence or absence of objects on a cell-by-cell basis, so that collision or presence of cells can be confirmed.
그리고 수신 메세지 정보에 기반하여 셀 내 해당 객체를 빠르게 찾을 수 있는 HASH 구조가 적용되며, 자신의 위치 정보의 변동에 따른 지속적인 자료 구조의 업데이트가 가능할 수 있다.In addition, a HASH structure for quickly finding a corresponding object in a cell is applied based on the received message information, and it may be possible to continuously update the data structure according to a change in location information.
한편, 상기한 바와 같은 방법에 의해 차량 통신 데이터의 패킷이 부분 디코딩 및 필터링된 후, 도 11에 도시된 바와 같은 흐름에 의해 서비스 로직이 처리될 수 있다.Meanwhile, after a packet of vehicle communication data is partially decoded and filtered by the above-described method, the service logic may be processed by a flow as shown in FIG. 11.
상기에서는 북미 차량 통신 표준(WAVE)을 예로 들어 본 발명의 실시예에 따른 차량 대 사물 통신 시스템 분석 방법 및 시스템에 대해 설명하였으나, 본 발명은 이에 한정되지 아니한다.In the above, a method and system for analyzing a vehicle-to-X communication system according to an embodiment of the present invention are described using the North American vehicle communication standard (WAVE) as an example, but the present invention is not limited thereto.
예를 들어, 본 발명에 따른 차량 대 사물 통신 시스템 분석 방법 및 시스템은 유럽 또는 일본 등 다양한 차량 통신 표준에 적용될 수 있다.For example, a method and system for analyzing a vehicle-to-X communication system according to the present invention can be applied to various vehicle communication standards such as Europe or Japan.
상술한 본 발명의 실시예에 따른 방법들은 컴퓨터에서 실행되기 위한 프로그램으로 제작되어 컴퓨터가 읽을 수 있는 기록 매체에 저장될 수 있으며, 컴퓨터가 읽을 수 있는 기록 매체의 예로는 ROM, RAM, CD-ROM, 자기 테이프, 플로피디스크, 광 데이터 저장장치 등이 있다.The above-described methods according to the exemplary embodiment of the present invention may be manufactured as a program to be executed in a computer and stored in a computer-readable recording medium. Examples of the computer-readable recording medium include ROM, RAM, and CD-ROM , Magnetic tape, floppy disk, and optical data storage.
컴퓨터가 읽을 수 있는 기록 매체는 네트워크로 연결된 컴퓨터 시스템에 분산되어, 분산방식으로 컴퓨터가 읽을 수 있는 코드가 저장되고 실행될 수 있다. 그리고, 상기 방법을 구현하기 위한 기능적인(function) 프로그램, 코드 및 코드 세그먼트들은 본 발명이 속하는 기술분야의 프로그래머들에 의해 용이하게 추론될 수 있다.The computer-readable recording medium can be distributed over network coupled computer systems so that the computer readable code is stored and executed in a distributed fashion. In addition, functional programs, codes, and code segments for implementing the method can be easily inferred by programmers in the technical field to which the present invention pertains.
이와 같이, 상술한 본 발명의 기술적 구성은 본 발명이 속하는 기술분야의 당업자가 본 발명의 그 기술적 사상이나 필수적 특징을 변경하지 않고서 다른 구체적인 형태로 실시될 수 있다는 것을 이해할 수 있을 것이다.As described above, it will be understood that the technical configuration of the present invention described above can be implemented in other specific forms without changing the technical spirit or essential characteristics of the present invention by those skilled in the art to which the present invention pertains.
그러므로 이상에서 기술한 실시예들은 모든 면에서 예시적인 것이며 한정적인 것이 아닌 것으로서 이해되어야 하고, 본 발명의 범위는 전술한 상세한 설명보다는 후술하는 특허청구범위에 의하여 나타내어지며, 특허청구범위의 의미 및 범위 그리고 그 등가개념으로부터 도출되는 모든 변경 또는 변형된 형태가 본 발명의 범위에 포함되는 것으로 해석되어야 한다.Therefore, the above-described embodiments are to be understood as illustrative and not restrictive in all respects, and the scope of the present invention is indicated by the following claims rather than the above detailed description, and the meaning and scope of the claims And it should be construed that all modifications or variations derived from the equivalent concept are included in the scope of the present invention.

Claims (13)

  1. 차량용 통신 단말 장치에서 수신되는 차량 통신 데이터의 패킷을 필터링하는 방법에 있어서,A method for filtering packets of vehicle communication data received from a vehicle communication terminal device,
    패킷 메시지를 포함하는 차량 통신 데이터를 수신하는 단계;Receiving vehicle communication data including a packet message;
    상기 차량 통신 데이터에 포함되어 순차적으로 처리되는 패킷 메시지 중 일부를 디코딩하여, 상기 패킷 메시지에 대한 서비스 로직 반영 여부를 결정하는 단계; 및Decoding a part of the packet messages sequentially included in the vehicle communication data and determining whether to reflect service logic for the packet messages; And
    서비스 로직 반영이 불필요한 것으로 결정된 패킷 메시지를 필터링하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And filtering packet messages determined to be unnecessary to reflect service logic.
  2. 제1항에 있어서, 상기 결정 단계는The method of claim 1, wherein the determining step
    상기 패킷 메시지 중 서비스 식별 정보를 부분 디코딩하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And partially decoding service identification information among the packet messages.
  3. 제2항에 있어서, 상기 결정 단계는The method of claim 2, wherein the determining step
    상기 부분 디코딩된 서비스 식별 정보를 이용하여, 상기 패킷 메시지가 서비스 로직에 등록되어 있는지 여부를 확인하는 단계; 및Checking whether the packet message is registered in a service logic using the partially decoded service identification information; And
    상기 확인 결과, 상기 패킷 메시지가 서비스 로직에 등록되어 있어 있지 않은 경우, 상기 패킷 메시지에 대해 서비스 로직 반영이 불필요한 것으로 결정하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And determining that it is unnecessary to reflect service logic for the packet message when the packet message is not registered in the service logic as a result of the check.
  4. 제1항에 있어서, 상기 결정 단계는The method of claim 1, wherein the determining step
    상기 패킷 메시지 중 서명의 검증없이 메시지 식별 정보를 부분 디코딩하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And partially decoding message identification information without verifying a signature among the packet messages.
  5. 제4항에 있어서, 상기 결정 단계는The method of claim 4, wherein the determining step
    상기 부분 디코딩된 메시지 식별 정보를 이용하여, 상기 패킷 메시지가 서비스 로직에 필요한 메시지 아이디로 등록되어 있는지 여부를 확인하는 단계; 및Checking whether the packet message is registered as a message ID required for service logic by using the partially decoded message identification information; And
    상기 확인 결과, 상기 패킷 메시지가 서비스 로직에 필요한 메시지 아이디로 등록되어 있어 있지 않은 경우, 상기 패킷 메시지에 대해 서비스 로직 반영이 불필요한 것으로 결정하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And determining that it is unnecessary to reflect service logic for the packet message when the packet message is not registered as a message ID required for service logic.
  6. 제1항에 있어서, 상기 결정 단계는The method of claim 1, wherein the determining step
    상기 차량용 통신 단말 장치가 구비된 차량의 위치 및 속도를 기초로 하여, 상기 패킷 메시지에 대한 근접도를 판단하는 단계; 및Determining a proximity to the packet message based on the location and speed of the vehicle provided with the vehicle communication terminal device; And
    상기 판단 결과, 상기 패킷 메시지가 상기 차량에 근접하지 않은 객체로부터 전송된 것으로 판단되는 경우, 상기 패킷 메시지에 대해 서비스 로직 반영이 불필요한 것으로 결정하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And determining, as a result of the determination, that the packet message is transmitted from an object that is not close to the vehicle, that it is unnecessary to apply service logic to the packet message.
  7. 제6항에 있어서, 상기 근접도 판단 단계는The method of claim 6, wherein the proximity determination step
    상기 차량과 상기 객체 사이의 거리를 계산하는 단계;를 포함하는 단계;를 포함하는 차량 통신 데이터 패킷 필터링 방법.And calculating a distance between the vehicle and the object.
  8. 제7항에 있어서, 상기 거리 계산 단계는The method of claim 7, wherein the step of calculating the distance
    고도 필터링, 위경도 정수 연산에 따른 필터링 및 부동 소수 연산에 따른 필터링 중 적어도 하나를 이용하여 수행되는 차량 통신 데이터 패킷 필터링 방법.Vehicle communication data packet filtering method performed using at least one of altitude filtering, filtering according to latitude and longitude integer operations, and filtering according to floating-point operations.
  9. 제1항에 있어서, 상기 패킷 메시지는The method of claim 1, wherein the packet message
    시간, 위치, 속도, 방향, 브레이크 시스템 상태, 차량 크기, 이동 경로, 및 신호 위상, 신호 타이밍 및 이벤트 유형 중 적어도 하나를 포함하는 차량 통신 데이터 패킷 필터링 방법.A vehicle communication data packet filtering method comprising at least one of time, position, speed, direction, brake system status, vehicle size, travel path, and signal phase, signal timing, and event type.
  10. 제1항에 있어서,According to claim 1,
    상기 차량 통신 데이터에 포함된 복수의 패킷 메시지들 중 상기 필터링된 패킷 메시지를 제외한 나머지 패킷 메시지들을 처리하여 서비스 로직을 처리하는 단계;를 더 포함하는 차량 통신 데이터 패킷 필터링 방법.And processing service logic by processing the remaining packet messages excluding the filtered packet message among the plurality of packet messages included in the vehicle communication data.
  11. 제10항에 있어서, The method of claim 10,
    상기 서비스 로직의 처리를 통해 계산되는 로직 데이터는 객체 구분(TC, Target Classification), 충돌 시간(TTC, Time-to-Collision), 교차 시간(TTI, Time-to-Intersection) 및 교차 거리(DTI, Distance to Intersection) 중 적어도 하나를 포함하는 차량 통신 데이터 패킷 필터링 방법.Logical data calculated through the processing of the service logic includes object classification (TC, target classification), time-to-collision (TTC), time-to-intersection (TTI), and cross-distance (DTI). Distance to Intersection) vehicle communication data packet filtering method comprising at least one.
  12. 제1항 내지 제11항 중 어느 한 항의 방법을 실행시키기 위하여 매체에 저장된 컴퓨터 프로그램.A computer program stored on a medium for executing the method of any one of claims 1 to 11.
  13. 제1항 내지 제11항 중 어느 한 항의 방법을 수행하는 차량용 통신 단말 장치.A communication terminal device for a vehicle performing the method of any one of claims 1 to 11.
PCT/KR2019/090001 2018-10-05 2019-10-04 Packet filtering method for vehicle communication data, and vehicle communication terminal device for performing same WO2020071890A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
KR1020180118982A KR102635088B1 (en) 2018-10-05 2018-10-05 Method for filtering packet of vehicle communication data and vehicle communication terminal device thereof
KR10-2018-0118982 2018-10-05

Publications (1)

Publication Number Publication Date
WO2020071890A1 true WO2020071890A1 (en) 2020-04-09

Family

ID=70055634

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/KR2019/090001 WO2020071890A1 (en) 2018-10-05 2019-10-04 Packet filtering method for vehicle communication data, and vehicle communication terminal device for performing same

Country Status (2)

Country Link
KR (1) KR102635088B1 (en)
WO (1) WO2020071890A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11804128B2 (en) 2021-03-31 2023-10-31 Honda Motor Co., Ltd. Target classification

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022050447A1 (en) * 2020-09-03 2022-03-10 엘지전자 주식회사 Method for securing data of vehicle

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110080302A1 (en) * 2009-10-02 2011-04-07 Gm Global Technology Operations, Inc. Reducing the Computational Load on Processors by Selectively Discarding Data in Vehicular Networks
KR20160045744A (en) * 2013-08-22 2016-04-27 콘티넨탈 테베스 아게 운트 코. 오하게 Reducing received data in a v2x network based on received signal strength
KR20160045745A (en) * 2013-08-22 2016-04-27 콘티넨탈 테베스 아게 운트 코. 오하게 Car2x receiver filtering based on a receiving corridor in a geographic coordinate system
WO2018066876A1 (en) * 2016-10-06 2018-04-12 엘지전자(주) V2x communication support method in wireless communication system
WO2018182315A1 (en) * 2017-03-30 2018-10-04 주식회사 웨이티즈 Method for analyzing vehicle-to-everything communication system and analysis system using same

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20110080302A1 (en) * 2009-10-02 2011-04-07 Gm Global Technology Operations, Inc. Reducing the Computational Load on Processors by Selectively Discarding Data in Vehicular Networks
KR20160045744A (en) * 2013-08-22 2016-04-27 콘티넨탈 테베스 아게 운트 코. 오하게 Reducing received data in a v2x network based on received signal strength
KR20160045745A (en) * 2013-08-22 2016-04-27 콘티넨탈 테베스 아게 운트 코. 오하게 Car2x receiver filtering based on a receiving corridor in a geographic coordinate system
WO2018066876A1 (en) * 2016-10-06 2018-04-12 엘지전자(주) V2x communication support method in wireless communication system
WO2018182315A1 (en) * 2017-03-30 2018-10-04 주식회사 웨이티즈 Method for analyzing vehicle-to-everything communication system and analysis system using same

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11804128B2 (en) 2021-03-31 2023-10-31 Honda Motor Co., Ltd. Target classification

Also Published As

Publication number Publication date
KR20200039274A (en) 2020-04-16
KR102635088B1 (en) 2024-02-08

Similar Documents

Publication Publication Date Title
US11215993B2 (en) Method and device for data sharing using MEC server in autonomous driving system
CN110880236B (en) Road condition information processing method, device and system
US8078390B2 (en) Method and apparatus for transmitting vehicle-related information in and out of a vehicle
CN108701406B (en) Method and device for operating a traffic monitoring device, traffic monitoring device and traffic monitoring system
WO2021147637A1 (en) Lane recommendation method and apparatus, and vehicular communication device
CN102467827B (en) Traffic information providing system and terminal and use it to provide the method for transport information
Liu et al. SenSafe: A smartphone-based traffic safety framework by sensing vehicle and pedestrian behaviors
KR20190098092A (en) Management method of hacking vehicle in automatic driving system and the apparatus for the method
WO2020071890A1 (en) Packet filtering method for vehicle communication data, and vehicle communication terminal device for performing same
US20210314852A1 (en) Apparatus for supporting vehicle to everything communication, system including the same, and method thereof
CN114175126A (en) Object classification based on wireless communication
CN102282599A (en) Mobile object position detecting device
JP2004054369A (en) Dynamic priority control method by vehicle and base station
CN111311939A (en) Vehicle, vehicle equipment and traffic light information map display method thereof
JP2008269358A (en) Vehicle parking guidance device and parking guidance system
CN112017459A (en) Vehicle, vehicle equipment and driving assistance method for signal lamp recognition thereof
JP2003272095A (en) Vehicular communication device
WO2021201304A1 (en) Method and device for assisting autonomous driving
WO2021018006A1 (en) Packet processing method and device
Kim et al. Intelligent autonomous vehicle
WO2021201308A1 (en) Method for generating map reflecting signal quality and device for vehicle using same
US20210235240A1 (en) Method and apparatus for bridging and optimizing v2x networks in vehicles
CN112930698B (en) Communication system, communication terminal, control method, and storage medium storing program
JP4254517B2 (en) Traffic notification system
Lin et al. Development of telematics communication system with wave dsrc

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 19869058

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 19869058

Country of ref document: EP

Kind code of ref document: A1