MX2017015102A - Deteccion probabilistica de objetos con multiples sensores y frenado automatico. - Google Patents

Deteccion probabilistica de objetos con multiples sensores y frenado automatico.

Info

Publication number
MX2017015102A
MX2017015102A MX2017015102A MX2017015102A MX2017015102A MX 2017015102 A MX2017015102 A MX 2017015102A MX 2017015102 A MX2017015102 A MX 2017015102A MX 2017015102 A MX2017015102 A MX 2017015102A MX 2017015102 A MX2017015102 A MX 2017015102A
Authority
MX
Mexico
Prior art keywords
sensor
probability
feature
updated
object detection
Prior art date
Application number
MX2017015102A
Other languages
English (en)
Inventor
Nizam Siddiqui Adil
J Jain Jinesh
Kadetotad Sneha
Liu Dongran
Paul Gerardo Castro Marcos
Nariyambut Murali Vidya
Original Assignee
Ford Global Tech Llc
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 Ford Global Tech Llc filed Critical Ford Global Tech Llc
Publication of MX2017015102A publication Critical patent/MX2017015102A/es

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Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S13/00Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G01S13/88Radar or analogous systems specially adapted for specific applications
    • G01S13/93Radar or analogous systems specially adapted for specific applications for anti-collision purposes
    • G01S13/931Radar or analogous systems specially adapted for specific applications for anti-collision purposes of land vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/08Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
    • B60W30/09Taking automatic action to avoid collision, e.g. braking and steering
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/04Conjoint control of vehicle sub-units of different type or different function including control of propulsion units
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/18Conjoint control of vehicle sub-units of different type or different function including control of braking systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/20Conjoint control of vehicle sub-units of different type or different function including control of steering systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/08Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/08Active safety systems predicting or avoiding probable or impending collision or attempting to minimise its consequences
    • B60W30/095Predicting travel path or likelihood of collision
    • B60W30/0956Predicting travel path or likelihood of collision the prediction being responsive to traffic or environmental parameters
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/02Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
    • B60W40/04Traffic conditions
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S15/00Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
    • G01S15/88Sonar systems specially adapted for specific applications
    • G01S15/93Sonar systems specially adapted for specific applications for anti-collision purposes
    • G01S15/931Sonar systems specially adapted for specific applications for anti-collision purposes of land vehicles
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S17/00Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
    • G01S17/88Lidar systems specially adapted for specific applications
    • G01S17/93Lidar systems specially adapted for specific applications for anti-collision purposes
    • G01S17/931Lidar systems specially adapted for specific applications for anti-collision purposes of land vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2420/00Indexing codes relating to the type of sensors based on the principle of their operation
    • B60W2420/40Photo, light or radio wave sensitive means, e.g. infrared sensors
    • B60W2420/403Image sensing, e.g. optical camera
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2420/00Indexing codes relating to the type of sensors based on the principle of their operation
    • B60W2420/40Photo, light or radio wave sensitive means, e.g. infrared sensors
    • B60W2420/408Radar; Laser, e.g. lidar
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2420/00Indexing codes relating to the type of sensors based on the principle of their operation
    • B60W2420/54Audio sensitive means, e.g. ultrasound
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2554/00Input parameters relating to objects
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/18Braking system
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/20Steering systems

Landscapes

  • Engineering & Computer Science (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Automation & Control Theory (AREA)
  • Physics & Mathematics (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Electromagnetism (AREA)
  • Mathematical Physics (AREA)
  • Acoustics & Sound (AREA)
  • Traffic Control Systems (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)

Abstract

Un controlador recibe resultados de múltiples sensores, tales como una cámara, un sensor LIDAR, un sensor RADAR y un sensor de ultrasonido, que pueden encontrarse orientados hacia atrás. Se actualiza una probabilidad cada vez que un elemento en un resultado de sensor indique la presencia de un objeto. Es posible actualizar la probabilidad en función de una varianza del sensor que proporciona el resultado y una distancia hasta el elemento. Cuando la varianza de un sensor es direccional, es posible actualizar las probabilidades direccionales de conformidad con esas varianzas y la distancia hasta el elemento. Si la probabilidad cumple con una condición umbral, es posible llevar a cabo acciones, tales como una alerta perceptible o frenado automático. Es posible que la probabilidad disminuya en ausencia de la detección de objetos. Es posible amplificar las tendencias de aumento o disminución en la probabilidad al aumentar o disminuir adicionalmente la probabilidad.
MX2017015102A 2016-11-29 2017-11-24 Deteccion probabilistica de objetos con multiples sensores y frenado automatico. MX2017015102A (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US15/363,763 US10315649B2 (en) 2016-11-29 2016-11-29 Multi-sensor probabilistic object detection and automated braking

Publications (1)

Publication Number Publication Date
MX2017015102A true MX2017015102A (es) 2018-11-09

Family

ID=60950680

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2017015102A MX2017015102A (es) 2016-11-29 2017-11-24 Deteccion probabilistica de objetos con multiples sensores y frenado automatico.

Country Status (6)

Country Link
US (2) US10315649B2 (es)
CN (1) CN108116408B (es)
DE (1) DE102017127972A1 (es)
GB (1) GB2557461A (es)
MX (1) MX2017015102A (es)
RU (1) RU2017134760A (es)

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102017201936A1 (de) * 2017-02-08 2018-08-09 Robert Bosch Gmbh Verfahren zur Reduzierung eines Kollisionsschadens
US10386856B2 (en) 2017-06-29 2019-08-20 Uber Technologies, Inc. Autonomous vehicle collision mitigation systems and methods
US10065638B1 (en) * 2017-08-03 2018-09-04 Uber Technologies, Inc. Multi-model switching on a collision mitigation system
US10930001B2 (en) 2018-05-29 2021-02-23 Zebra Technologies Corporation Data capture system and method for object dimensioning
US10611372B2 (en) * 2018-09-06 2020-04-07 Zebra Technologies Corporation Dual-mode data capture system for collision detection and object dimensioning
FR3088041B1 (fr) * 2018-11-02 2020-10-16 Renault Sas Procede d’elaboration d’une consigne de pilotage d’un vehicule automobile
US11798291B2 (en) 2019-05-30 2023-10-24 Robert Bosch Gmbh Redundancy information for object interface for highly and fully automated driving
DE102019215622A1 (de) * 2019-10-11 2021-04-15 Robert Bosch Gmbh Verfahren und Fahrerassistenzsystem zum Bestimmen der Passierbarkeit eines Fahrschlauchs
US11314258B2 (en) * 2019-12-27 2022-04-26 Intel Corporation Safety system for a vehicle
US11713056B2 (en) * 2019-12-28 2023-08-01 Intel Corporation Autonomous vehicle system for detecting safety driving model compliance status of another vehicle, and planning accordingly
CN113776544B (zh) * 2020-06-10 2024-07-09 杭州海康威视数字技术股份有限公司 一种点云地图更新方法、装置、电子设备及定位***
CN112339684B (zh) * 2020-10-27 2021-12-24 广州汽车集团股份有限公司 一种基于概率分布的汽车安全机制触发方法及装置

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5594414A (en) * 1994-08-02 1997-01-14 Namngani; Abdulatif Collision probability detection system
JP3470453B2 (ja) * 1995-04-06 2003-11-25 株式会社デンソー 車間距離制御装置
US6085151A (en) * 1998-01-20 2000-07-04 Automotive Systems Laboratory, Inc. Predictive collision sensing system
US6721659B2 (en) * 2002-02-01 2004-04-13 Ford Global Technologies, Llc Collision warning and safety countermeasure system
JP3931879B2 (ja) * 2003-11-28 2007-06-20 株式会社デンソー センサフュージョンシステム及びそれを用いた車両制御装置
JP2005268847A (ja) * 2004-03-16 2005-09-29 Olympus Corp 画像生成装置、画像生成方法、および画像生成プログラム
US7266477B2 (en) 2005-06-22 2007-09-04 Deere & Company Method and system for sensor signal fusion
FR2890774B1 (fr) * 2005-09-09 2007-11-16 Inst Nat Rech Inf Automat Procede d'assitance a la conduite d'un vehicule et dispositif associe ameliore
ATE434206T1 (de) * 2005-11-22 2009-07-15 Multitel Asbl Vorrichtung und verfahren zum entwurf einer sensoranordnung für ein sicheres automatisiertes system, automatisiertes system, programmelement und computerlesbares medium
DE102005059903A1 (de) * 2005-12-15 2007-06-28 Robert Bosch Gmbh Sicherheitseinrichtung für Kraftfahrzeuge
JP2007310741A (ja) 2006-05-19 2007-11-29 Fuji Heavy Ind Ltd 立体物認識装置
US8812226B2 (en) * 2009-01-26 2014-08-19 GM Global Technology Operations LLC Multiobject fusion module for collision preparation system
DE102009045286A1 (de) * 2009-10-02 2011-04-21 Robert Bosch Gmbh Verfahren zur Abbildung des Umfelds eines Fahrzeugs
US9472097B2 (en) * 2010-11-15 2016-10-18 Image Sensing Systems, Inc. Roadway sensing systems
DE102011083770A1 (de) * 2011-09-29 2013-04-04 Bayerische Motoren Werke Aktiengesellschaft Verfahren zur rechnergestützten Verarbeitung des Nahfeldes eines Fahrzeugs
US8180583B1 (en) * 2011-11-16 2012-05-15 Google Inc. Methods and systems to determine a context of a device
DE102011087774A1 (de) * 2011-12-06 2013-06-06 Robert Bosch Gmbh Verfahren zur Überwachung und Signalisierung einer Verkehrssituation im Umfeld eines Fahrzeuges
CA2861562C (en) * 2012-01-18 2019-09-24 Maersk Olie Og Gas A/S Sealing fluid for setting a packer
US20130197736A1 (en) 2012-01-30 2013-08-01 Google Inc. Vehicle control based on perception uncertainty
US9129211B2 (en) 2012-03-15 2015-09-08 GM Global Technology Operations LLC Bayesian network to track objects using scan points using multiple LiDAR sensors
US9255988B2 (en) 2014-01-16 2016-02-09 GM Global Technology Operations LLC Object fusion system of multiple radar imaging sensors
US9656667B2 (en) * 2014-01-29 2017-05-23 Continental Automotive Systems, Inc. Method for minimizing automatic braking intrusion based on collision confidence
US9139204B1 (en) 2014-06-12 2015-09-22 GM Global Technology Operations LLC Road surface condition detection with recursive adaptive learning and validation
JP6481520B2 (ja) * 2015-06-05 2019-03-13 トヨタ自動車株式会社 車両の衝突回避支援装置
US9734455B2 (en) * 2015-11-04 2017-08-15 Zoox, Inc. Automated extraction of semantic information to enhance incremental mapping modifications for robotic vehicles

Also Published As

Publication number Publication date
GB201719652D0 (en) 2018-01-10
US20190256089A1 (en) 2019-08-22
GB2557461A (en) 2018-06-20
RU2017134760A (ru) 2019-04-04
US20180148047A1 (en) 2018-05-31
CN108116408A (zh) 2018-06-05
CN108116408B (zh) 2022-11-08
US10315649B2 (en) 2019-06-11
DE102017127972A1 (de) 2018-05-30
US11220259B2 (en) 2022-01-11

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