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Cornering brake control

Cornering Brake Control (CBC) is an automotive safety measure that improves handling performance by distributing the force applied on the wheels of a vehicle while turning corners. Introduced by BMW in 1992, the technology is now featured in modern electric and gasoline vehicles such as cars, motorcycles, and trucks.[1][2][3] CBC is often included under the Electronic Stability Control (ESC) safety feature provided by vehicle manufacturers.[4]

CBC uses the vehicle's electronic control unit to receive data from multiple sensors. CBC then adjusts brake steer torque, brake pressure, yaw rate, and stopping distance, helping the driver keep control of the vehicle while turning both inwards and outwards.[5]

Experimentation done with CBC technology has shown that it is an advancement on the traditional Anti Lock Braking System (ABS) featured in modern vehicles.[2][3][5] CBC is also likely to be incorporated with future autonomous vehicles for its precision and real-time response.[6][7]

History edit

Early Usage edit

CBC was first introduced by the German automobile manufacturer BMW in 1992 under their new Dynamic Stability Control feature. It was included in the 1992 750i model (their 7-series sedan), and it added a further safety measure to their pre-existing ABS and Automatic Stability Control (ASC) features.[1] When describing the feature, BMW stated, "When braking during curves or when braking during a lane change, driving stability and steering response are improved further."[8]

While BMW was the first automobile manufacturer to create this technology, federal mandates from the EU in 2009[9] and the US in 2011[10] required the inclusion of this brake safety technology into future vehicles within these regions.

Current Usage edit

Federal mandates made ESC safety features required in automobile production, which included both CBC technology and functions.[11] This has led to other manufacturers incorporating this technology under different names.

German automobile manufacturer Mercedes-Benz introduced the technology under their ESP Dynamic Cornering Assist and Curve Dynamic Assist systems.[12] BMW-owned manufacturer Mini and British manufacturer Land Rover incorporated it under the Cornering Brake Control name.[13][14] Other companies have used CBC technology as a part of their ESC feature, making CBC technology a more universal safety measure.[15]

Mechanical Operation edit

CBC uses the vehicle's electronic control unit and ESC to receive data from multiple sensors. These sensors calculate variables such as speed, acceleration, yaw rate, and steering angle.[16] CBC then uses these variables to adjust brake pressure, desired yaw rate, brake steer torque, and stopping distance.

Experimentation with CBC technology has used Hardware-in-the-Loop (HiL) testing to prove its real-time response to these factors.[2][3]

Brake Pressure edit

Wheel locking presents a severe danger to the driver while turning. Wheel locking limits the functionality of the steering function due to the centrifugal force (a force on the vehicle that shifts its balance while turning), which causes imbalances in brake pressure that CBC technology can regulate.

CBC resolves this by using an adaptive brake force system to distribute pressure amongst the brakes of a vehicle while turning.[3][5] CBC then adjusts the pressure based on the speed of the vehicle and where its position is relative to its curve, optimizing its stability and traction on the road.[17][18] This makes both steering and braking smoother for the driver, limiting the possibility of the vehicle's wheels locking up.

Yaw Rate edit

CBC technology works to stabilize the vehicle to a desired yaw rate (twisting motion), which is experienced by a vehicle while taking turns.[2] When suddenly braking, stabilizing the yaw rate allows for brake pressure to lower easily. It also reduces the slip ratio, which is a ratio that determines the vehicle's actual speed after moving against friction (a force that resists motion).[19] This change helps the technology accurately respond to the road's conditions as the vehicle's actual speed will accurately resemble the calculated forward and angular speed.[20] CBC logic smoothly reaches the desired yaw rate and lateral acceleration, maximizing comfort and driving performance.[2]

The formula to calculate the actual yaw rate is:[21]

 

where

  •   is the actual yaw rate
  •   is the forward velocity (the speed taken in the forward direction of the vehicle)
  •   is the radius turn (the distance to the center of the curve)

Depending on conditions such as vehicle model and road layout, more calculations are taken to ensure that CBC technology can effectively stabilize the vehicle. CBC can calculate a desired yaw rate that accounts for both the actual yaw rate and the required human input (measured by the vehicle's steering angle during a turn).

The formula to calculate the desired yaw rate is:[22]

 

where

  •  is the desired yaw rate
  •   is the actual yaw rate
  •   is the scaling factor (determined by each individual vehicle make and model)
  •   is the change of the steering angle ( ) taken by the vehicle while turning
  •   is the change of time ( )

CBC is then able to partially apply the brakes to ease the vehicle into its desired yaw rate while turning.[2]

Torque Adjustment edit

CBC reduces unwanted brake steer torque when braking while turning corners.[3] This limits the radius ( ) found in the general formula for torque, which determines how far the vehicle is from inside the curve.

The formula to calculate torque is:[23]

 

where

  •   is the torque vector (with a magnitude and direction)
  •   is the radius from where the force is applied to where torque is measured
  •   is the force applied
  •   is the angle between the force applied and the radius

The change in radius keeps the vehicle from veering outward and potentially leaving the lane, compensating for the driver's error.[24]

Modern vehicles with CBC may have their steering axis shifted sideways (towards the surface of the road) in the same direction as the tire contact point (the point where the tire meets the road). The adaptive brake force distribution is then able to distribute the pressure on the brakes by directly accounting for the tire contact force (the force that is applied back on the tires), which decreases brake steer torque.[3]

As described in the general formula for torque, lowering brake steer torque will decrease the radius of the turn as the force ( ) remains constant, safely keeping the vehicle from veering outward.

Stopping Distance edit

CBC shortens the brake distance needed to stop the vehicle while turning.[2] CBC can lower brake pressure, yaw rate, and torque at once to limit lateral movement (movement from the sides).[2][25] Limiting lateral movement helps improve vehicle stability while turning, allowing CBC to brake smoothly.[25] This helps the driver immediately stop the vehicle when faced with an emergency situation ahead.

Software edit

CBC has a software component that may be paired with modern ABS systems to include CBC logic.[5] CBC software evaluates the different speeds of the vehicle's wheels and then adjusts variables such as brake steer torque to ensure the vehicle does not turn too far inward/outward, improving safety from the software side.[5]

Software-in-the-Loop Testing (SiL) edit

Experimentation regarding CBC logic used Software-in-the-Loop (SiL) testing to prove its validity. This uses a simulated environment to test out the software's code in a virtual space.[26] The algorithm used to test CBC logic incorporated many components within the vehicle, such as tires, suspension, and mass.[5] The algorithm also modeled the driver's expected behavior and used both the predicted behavior and the vehicle components to determine the validity of CBC logic.

Results from SiL testing have clearly shown that CBC logic helps keep vehicles within their intended trajectory, enhancing the traditional ABS safety measure.[5]

Future Applications edit

CBC is expected to be included in autonomous vehicles as the technology can work with future vehicle control systems to ensure brake safety while turning.[6] CBC can already autonomously engage the vehicle brakes in case of an emergency but lacks the necessary signals needed to control the vehicle without any human input. Controller Area Network or CAN signals (signals sent within the autonomous vehicle software) can send the necessary data to CBC so that the vehicle may rely on its logic and real-time response.[6] These vehicle systems can work synonymously to increase the stability of autonomous vehicles while turning, ensuring a safe and comfortable experience for the passengers.[7]

References edit

  1. ^ a b Leffler, Heinz (1995-02-01). "The Brake System of the New 7 Series BMW with Electronic Brake and Wheel Slip Control". SAE Technical Paper Series. 1. 400 Commonwealth Drive, Warrendale, PA, United States: SAE International. doi:10.4271/950792.{{cite journal}}: CS1 maint: location (link)
  2. ^ a b c d e f g h Li, Shaohua; Zhao, Junwu; Yang, Shaopu; Fan, Haoyang (2019-02-08). "Research on a coordinated cornering brake control of three‐axle heavy vehicles based on hardware‐in‐loop test". IET Intelligent Transport Systems. 13 (5): 905–914. doi:10.1049/iet-its.2018.5406. ISSN 1751-9578. S2CID 116184782.
  3. ^ a b c d e f Baumann, M.; Bächle, T.; Buchholz, M.; Dietmayer, K. (2016-01-01). "Model-based Corner Braking Control for Electric Motorcycles". IFAC-PapersOnLine. 8th IFAC Symposium on Advances in Automotive Control AAC 2016. 49 (11): 291–296. doi:10.1016/j.ifacol.2016.08.044. ISSN 2405-8963.
  4. ^ "Drive Ninja - The car buying comparison site". Drive Ninja. Retrieved 2023-10-23.
  5. ^ a b c d e f g Russo, Riccardo; Terzo, Mario; Timpone, Francesco (2007-02-22). "Software-in-the-loop development and validation of a Cornering Brake Control logic". Vehicle System Dynamics. 45 (2): 149–163. doi:10.1080/00423110600866491. ISSN 0042-3114. S2CID 110889084.
  6. ^ a b c Montani, Margherita; Capitani, Renzo; Annicchiarico, Claudio (2019-01-01). "Development of a brake by wire system design for car stability controls". Procedia Structural Integrity. AIAS 2019 International Conference on Stress Analysis. 24: 137–154. doi:10.1016/j.prostr.2020.02.013. hdl:2158/1184580. ISSN 2452-3216. S2CID 214027261.
  7. ^ a b Zheng, Binshuang; Hong, Zhengqiang; Tang, Junyao; Han, Meiling; Chen, Jiaying; Huang, Xiaoming (2023-01-16). "A Comprehensive Method to Evaluate Ride Comfort of Autonomous Vehicles under Typical Braking Scenarios: Testing, Simulation and Analysis". Mathematics. 11 (2): 474. doi:10.3390/math11020474. ISSN 2227-7390.
  8. ^ "CBC Cornering Brake Control - Driving stability control systems - Controls - BMW X5 Owners Manual - BMW X5 | BMWManuals.org". www.bavarianmw.com. Retrieved 2023-10-23.
  9. ^ . 2014-11-11. Archived from the original on 2014-11-11. Retrieved 2023-10-24.
  10. ^ "Department of Transportation, National Highway Traffic Safety Administration: Federal Motor Vehicle Safety Standards; Electronic Stability Control Systems; Controls and Displays | U.S. GAO". www.gao.gov. Retrieved 2023-10-24.
  11. ^ "Electronic Stability Control (ESC) in Cars and How it Works". AckoDrive. 2022-03-16. Retrieved 2023-10-24.
  12. ^ "Mercedes-Benz ESP® Stability Control Mandated for All Cars". MBUSA Newsroom. 2012-09-28. Retrieved 2023-10-24.
  13. ^ "Learn more about the safety feature, Corner Brake Control offered by MINI". MINI of Montgomery County Blog. 2018-01-31. Retrieved 2023-10-24.
  14. ^ "INTRODUCING THE NEW RANGE ROVER: SERENE CAPABILITY, ASSURANCE AND COMPOSURE ON AND OFF ROAD | Land Rover Media Newsroom". media.landrover.com. Retrieved 2023-10-24.
  15. ^ "Final Rule: Federal Motor Vehicle Safety Standards; Electronic Stability Control Systems; Controls and Displays | NHTSA". www.nhtsa.gov. Retrieved 2023-10-31.
  16. ^ "Understanding 'Yaw Rate' and the 'Steering Angle Sensor'". www.autobodynews.com. Retrieved 2023-11-04.
  17. ^ "Cornering Stability Control In Cars-Explained!". The GoMechanic Blog. 2021-10-09. Retrieved 2023-11-09.
  18. ^ "What is Cornering Brake Control In Cars & How It Works?". CarBikeTech. 2016-08-17. Retrieved 2023-10-24.
  19. ^ Zhang, Xiao-Dong; Chen, Chih-Keng (2022-12-08). "A Study of a Cornering Braking Control System for a Motorcycle". Applied Sciences. 12 (24): 12575. doi:10.3390/app122412575. ISSN 2076-3417.
  20. ^ Shahabi, Ali; Kazemian, Amir Hossein; Farahat, Said; Sarhaddi, Faramarz (2021). "Wheel slip ratio regulation for investigating the vehicle's dynamic behavior during braking and steering input". Mechanics & Industry. 22: 17. Bibcode:2021MeInd..22...17S. doi:10.1051/meca/2021016. ISSN 2257-7777. S2CID 234263593.
  21. ^ "Robot command translation: Calculating circle radius from forward velocity and yaw rate". Mathematics Stack Exchange. Retrieved 2023-11-04.
  22. ^ US9561803B2, Markkula, Gustav, "Method for calculating a desired yaw rate for a vehicle", issued 2017-02-07 
  23. ^ "Torque and Rotational Motion Tutorial | Physics". www.physics.uoguelph.ca. Retrieved 2023-11-05.
  24. ^ US9180908B2, Elzen, Christopher L. Van Dan; Cheok, Ka Chai & Radovnikovich, Micho, "Lane keeping system and lane centering system", issued 2015-11-10 
  25. ^ a b Song, Dandan; Yang, Tao (2012). "Study on control strategy for vehicle braking force on low adhesive cornering road". Proceedings of the 10th World Congress on Intelligent Control and Automation. pp. 618–622. doi:10.1109/WCICA.2012.6357953. ISBN 978-1-4673-1398-8. S2CID 15665345. Retrieved 2023-11-09.
  26. ^ "What is software-in-the-loop testing?". Aptiv. March 17, 2022. Retrieved 2023-11-07.

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Cornering Brake Control CBC is an automotive safety measure that improves handling performance by distributing the force applied on the wheels of a vehicle while turning corners Introduced by BMW in 1992 the technology is now featured in modern electric and gasoline vehicles such as cars motorcycles and trucks 1 2 3 CBC is often included under the Electronic Stability Control ESC safety feature provided by vehicle manufacturers 4 CBC uses the vehicle s electronic control unit to receive data from multiple sensors CBC then adjusts brake steer torque brake pressure yaw rate and stopping distance helping the driver keep control of the vehicle while turning both inwards and outwards 5 Experimentation done with CBC technology has shown that it is an advancement on the traditional Anti Lock Braking System ABS featured in modern vehicles 2 3 5 CBC is also likely to be incorporated with future autonomous vehicles for its precision and real time response 6 7 Contents 1 History 1 1 Early Usage 1 2 Current Usage 2 Mechanical Operation 2 1 Brake Pressure 2 2 Yaw Rate 2 3 Torque Adjustment 2 4 Stopping Distance 3 Software 3 1 Software in the Loop Testing SiL 4 Future Applications 5 ReferencesHistory editEarly Usage edit CBC was first introduced by the German automobile manufacturer BMW in 1992 under their new Dynamic Stability Control feature It was included in the 1992 750i model their 7 series sedan and it added a further safety measure to their pre existing ABS and Automatic Stability Control ASC features 1 When describing the feature BMW stated When braking during curves or when braking during a lane change driving stability and steering response are improved further 8 While BMW was the first automobile manufacturer to create this technology federal mandates from the EU in 2009 9 and the US in 2011 10 required the inclusion of this brake safety technology into future vehicles within these regions Current Usage edit Federal mandates made ESC safety features required in automobile production which included both CBC technology and functions 11 This has led to other manufacturers incorporating this technology under different names German automobile manufacturer Mercedes Benz introduced the technology under their ESP Dynamic Cornering Assist and Curve Dynamic Assist systems 12 BMW owned manufacturer Mini and British manufacturer Land Rover incorporated it under the Cornering Brake Control name 13 14 Other companies have used CBC technology as a part of their ESC feature making CBC technology a more universal safety measure 15 Mechanical Operation editCBC uses the vehicle s electronic control unit and ESC to receive data from multiple sensors These sensors calculate variables such as speed acceleration yaw rate and steering angle 16 CBC then uses these variables to adjust brake pressure desired yaw rate brake steer torque and stopping distance Experimentation with CBC technology has used Hardware in the Loop HiL testing to prove its real time response to these factors 2 3 Brake Pressure edit Wheel locking presents a severe danger to the driver while turning Wheel locking limits the functionality of the steering function due to the centrifugal force a force on the vehicle that shifts its balance while turning which causes imbalances in brake pressure that CBC technology can regulate CBC resolves this by using an adaptive brake force system to distribute pressure amongst the brakes of a vehicle while turning 3 5 CBC then adjusts the pressure based on the speed of the vehicle and where its position is relative to its curve optimizing its stability and traction on the road 17 18 This makes both steering and braking smoother for the driver limiting the possibility of the vehicle s wheels locking up Yaw Rate edit CBC technology works to stabilize the vehicle to a desired yaw rate twisting motion which is experienced by a vehicle while taking turns 2 When suddenly braking stabilizing the yaw rate allows for brake pressure to lower easily It also reduces the slip ratio which is a ratio that determines the vehicle s actual speed after moving against friction a force that resists motion 19 This change helps the technology accurately respond to the road s conditions as the vehicle s actual speed will accurately resemble the calculated forward and angular speed 20 CBC logic smoothly reaches the desired yaw rate and lateral acceleration maximizing comfort and driving performance 2 The formula to calculate the actual yaw rate is 21 ps V R displaystyle displaystyle psi V R nbsp whereps displaystyle psi nbsp is the actual yaw rate V displaystyle V nbsp is the forward velocity the speed taken in the forward direction of the vehicle R displaystyle R nbsp is the radius turn the distance to the center of the curve Depending on conditions such as vehicle model and road layout more calculations are taken to ensure that CBC technology can effectively stabilize the vehicle CBC can calculate a desired yaw rate that accounts for both the actual yaw rate and the required human input measured by the vehicle s steering angle during a turn The formula to calculate the desired yaw rate is 22 ps ps k d d d t displaystyle psi psi k d delta dt nbsp whereps displaystyle psi nbsp is the desired yaw rate ps displaystyle psi nbsp is the actual yaw rate k displaystyle k nbsp is the scaling factor determined by each individual vehicle make and model d d displaystyle d delta nbsp is the change of the steering angle d displaystyle delta nbsp taken by the vehicle while turning d t displaystyle dt nbsp is the change of time t displaystyle t nbsp CBC is then able to partially apply the brakes to ease the vehicle into its desired yaw rate while turning 2 Torque Adjustment edit CBC reduces unwanted brake steer torque when braking while turning corners 3 This limits the radius r displaystyle r nbsp found in the general formula for torque which determines how far the vehicle is from inside the curve The formula to calculate torque is 23 t r F sin 8 displaystyle tau rF sin theta nbsp wheret displaystyle tau nbsp is the torque vector with a magnitude and direction r displaystyle r nbsp is the radius from where the force is applied to where torque is measured F displaystyle F nbsp is the force applied 8 displaystyle theta nbsp is the angle between the force applied and the radius The change in radius keeps the vehicle from veering outward and potentially leaving the lane compensating for the driver s error 24 Modern vehicles with CBC may have their steering axis shifted sideways towards the surface of the road in the same direction as the tire contact point the point where the tire meets the road The adaptive brake force distribution is then able to distribute the pressure on the brakes by directly accounting for the tire contact force the force that is applied back on the tires which decreases brake steer torque 3 As described in the general formula for torque lowering brake steer torque will decrease the radius of the turn as the force F displaystyle F nbsp remains constant safely keeping the vehicle from veering outward Stopping Distance edit CBC shortens the brake distance needed to stop the vehicle while turning 2 CBC can lower brake pressure yaw rate and torque at once to limit lateral movement movement from the sides 2 25 Limiting lateral movement helps improve vehicle stability while turning allowing CBC to brake smoothly 25 This helps the driver immediately stop the vehicle when faced with an emergency situation ahead Software editCBC has a software component that may be paired with modern ABS systems to include CBC logic 5 CBC software evaluates the different speeds of the vehicle s wheels and then adjusts variables such as brake steer torque to ensure the vehicle does not turn too far inward outward improving safety from the software side 5 Software in the Loop Testing SiL edit Experimentation regarding CBC logic used Software in the Loop SiL testing to prove its validity This uses a simulated environment to test out the software s code in a virtual space 26 The algorithm used to test CBC logic incorporated many components within the vehicle such as tires suspension and mass 5 The algorithm also modeled the driver s expected behavior and used both the predicted behavior and the vehicle components to determine the validity of CBC logic Results from SiL testing have clearly shown that CBC logic helps keep vehicles within their intended trajectory enhancing the traditional ABS safety measure 5 Future Applications editCBC is expected to be included in autonomous vehicles as the technology can work with future vehicle control systems to ensure brake safety while turning 6 CBC can already autonomously engage the vehicle brakes in case of an emergency but lacks the necessary signals needed to control the vehicle without any human input Controller Area Network or CAN signals signals sent within the autonomous vehicle software can send the necessary data to CBC so that the vehicle may rely on its logic and real time response 6 These vehicle systems can work synonymously to increase the stability of autonomous vehicles while turning ensuring a safe and comfortable experience for the passengers 7 References edit a b Leffler Heinz 1995 02 01 The Brake System of the New 7 Series BMW with Electronic Brake and Wheel Slip Control SAE Technical Paper Series 1 400 Commonwealth Drive Warrendale PA United States SAE International doi 10 4271 950792 a href Template Cite journal html title Template Cite journal cite journal a CS1 maint location link a b c d e f g h Li Shaohua Zhao Junwu Yang Shaopu Fan Haoyang 2019 02 08 Research on a coordinated cornering brake control of three axle heavy vehicles based on hardware in loop test IET Intelligent Transport Systems 13 5 905 914 doi 10 1049 iet its 2018 5406 ISSN 1751 9578 S2CID 116184782 a b c d e f Baumann M Bachle T Buchholz M Dietmayer K 2016 01 01 Model based Corner Braking Control for Electric Motorcycles IFAC PapersOnLine 8th IFAC Symposium on Advances in Automotive Control AAC 2016 49 11 291 296 doi 10 1016 j ifacol 2016 08 044 ISSN 2405 8963 Drive Ninja The car buying comparison site Drive Ninja Retrieved 2023 10 23 a b c d e f g Russo Riccardo Terzo Mario Timpone Francesco 2007 02 22 Software in the loop development and validation of a Cornering Brake Control logic Vehicle System Dynamics 45 2 149 163 doi 10 1080 00423110600866491 ISSN 0042 3114 S2CID 110889084 a b c Montani Margherita Capitani Renzo Annicchiarico Claudio 2019 01 01 Development of a brake by wire system design for car stability controls Procedia Structural Integrity AIAS 2019 International Conference on Stress Analysis 24 137 154 doi 10 1016 j prostr 2020 02 013 hdl 2158 1184580 ISSN 2452 3216 S2CID 214027261 a b Zheng Binshuang Hong Zhengqiang Tang Junyao Han Meiling Chen Jiaying Huang Xiaoming 2023 01 16 A Comprehensive Method to Evaluate Ride Comfort of Autonomous Vehicles under Typical Braking Scenarios Testing Simulation and Analysis Mathematics 11 2 474 doi 10 3390 math11020474 ISSN 2227 7390 CBC Cornering Brake Control Driving stability control systems Controls BMW X5 Owners Manual BMW X5 BMWManuals org www bavarianmw com Retrieved 2023 10 23 InterRegs Regulations Spotlight 2014 11 11 Archived from the original on 2014 11 11 Retrieved 2023 10 24 Department of Transportation National Highway Traffic Safety Administration Federal Motor Vehicle Safety Standards Electronic Stability Control Systems Controls and Displays U S GAO www gao gov Retrieved 2023 10 24 Electronic Stability Control ESC in Cars and How it Works AckoDrive 2022 03 16 Retrieved 2023 10 24 Mercedes Benz ESP Stability Control Mandated for All Cars MBUSA Newsroom 2012 09 28 Retrieved 2023 10 24 Learn more about the safety feature Corner Brake Control offered by MINI MINI of Montgomery County Blog 2018 01 31 Retrieved 2023 10 24 INTRODUCING THE NEW RANGE ROVER SERENE CAPABILITY ASSURANCE AND COMPOSURE ON AND OFF ROAD Land Rover Media Newsroom media landrover com Retrieved 2023 10 24 Final Rule Federal Motor Vehicle Safety Standards Electronic Stability Control Systems Controls and Displays NHTSA www nhtsa gov Retrieved 2023 10 31 Understanding Yaw Rate and the Steering Angle Sensor www autobodynews com Retrieved 2023 11 04 Cornering Stability Control In Cars Explained The GoMechanic Blog 2021 10 09 Retrieved 2023 11 09 What is Cornering Brake Control In Cars amp How It Works CarBikeTech 2016 08 17 Retrieved 2023 10 24 Zhang Xiao Dong Chen Chih Keng 2022 12 08 A Study of a Cornering Braking Control System for a Motorcycle Applied Sciences 12 24 12575 doi 10 3390 app122412575 ISSN 2076 3417 Shahabi Ali Kazemian Amir Hossein Farahat Said Sarhaddi Faramarz 2021 Wheel slip ratio regulation for investigating the vehicle s dynamic behavior during braking and steering input Mechanics amp Industry 22 17 Bibcode 2021MeInd 22 17S doi 10 1051 meca 2021016 ISSN 2257 7777 S2CID 234263593 Robot command translation Calculating circle radius from forward velocity and yaw rate Mathematics Stack Exchange Retrieved 2023 11 04 US9561803B2 Markkula Gustav Method for calculating a desired yaw rate for a vehicle issued 2017 02 07 Torque and Rotational Motion Tutorial Physics www physics uoguelph ca Retrieved 2023 11 05 US9180908B2 Elzen Christopher L Van Dan Cheok Ka Chai amp Radovnikovich Micho Lane keeping system and lane centering system issued 2015 11 10 a b Song Dandan Yang Tao 2012 Study on control strategy for vehicle braking force on low adhesive cornering road Proceedings of the 10th World Congress on Intelligent Control and Automation pp 618 622 doi 10 1109 WCICA 2012 6357953 ISBN 978 1 4673 1398 8 S2CID 15665345 Retrieved 2023 11 09 What is software in the loop testing Aptiv March 17 2022 Retrieved 2023 11 07 Retrieved from https en wikipedia org w index php title Cornering brake control amp oldid 1194322187, wikipedia, wiki, book, books, library,

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