ARI'S AUTONOMOUS SAFETY PATENTS CAN SAVE LIVES - NOW!

ARIhas developed, and is expanding, a strong IP position in autonomous highway safety.  Currently, we have issued Patents and numerous applications before the USPTO for life-saving harm avoidance strategies, including novel V2X, AI, and 5G/6G algorithms.  

Hardware compatibility. The solutions disclosed in Autonomous Roadway Intelligence Patents are fully backward-compatible with existing 4G and 5G hardware equipment, and are forward-compatible with proposed 6G Standards. Developers and service providers can implement these solutions in present 4G and 5G systems with confidence, knowing that they will perform as expected - and will continue to perform when subsequently upgraded to 6G. These method improvements can be applied in today's transmitters and receivers, with a regular software upgrade. The ARI patented solutions improve vehicle performance with software, no hardware changes required.

Autonomous Roadway Intelligence, LLC
autonomous safety Patents issued and pending.

       - Click the Patent number to download it in PDF.
       - To download a large ZIP file containing the entire portfolio, click here.

ISSUED PATENTS

All Issued Patents have CONTINUATIONS on file with the USPTO.

• US PUBLICATION 2024/0381074
  Vehicle Localization by Artificial Intelligence and 5G/6G Messaging - November 14, 2024
  

  Vehicles in traffic can determine a traffic map by providing images from multiple directions to an AI model, which correlates the angles and distances to generate a full 2-dimensional map.
  Result: SAFER ROADWAYS WITH VEHICLE AWARENESS.
  

• US Application 18/935,548
  Collision Avoidance with Assistance from a 5G/6G Roadside Access Point - November 3, 2024
  

  A roadside access point can help an autonomous (or semi-autonomous) vehicle avoid a collision by performing a rapid kinetic analysis of the scene and transmitting acceleration and braking and steering instructions to the vehicle.
  Result: COLLISION AVOIDED, LIVES SAVED.
  

• US PATENT 12,122,372
  Collision Avoidance/Mitigation by Machine Learning and Automatic Intervention - October 22, 2024
  

  A subject vehicle in traffic can use machine learning and artificial intelligence to detect an imminent collision with a second vehicle or other object. The AI algorithm can select a sequence of actions (braking, swerving, or accelerating - depending on the kinetics) to avoid the collision if possible, and to reduce or minimize the harm if unavoidable.
  Result: LIVES WILL BE SAVED!
  

• US PATENT 12,103,522
  Operating a Vehicle According to an Artificial Intelligence Model - October 1, 2024
  

  Vehicles can be operated by an AI model to detect an imminent collision, and to select a sequence of accelerations, braking, and steering to avoid the collision if avoidable, and to minimize the harm if unavoidable.
  Result: SAVING LIVES.
  

• US PATENT 12,084,049
  Actions to Avoid or Reduce the Harm of an Imminent Collision - September 10, 2024
  

  When a vehicle collision is considered avoidable, the vehicle may automatically apply steering to avoid the potential collision. When the collision is considered unavoidable, the vehicle may apply brakes to reduce the speed and therefore reduce the severity of the impact.
  Result: SAVED LIVES.
  

• US PATENT 12,082,304
  Vehicle Localization and Identification by Map Merging in 5G and 6G - September 3, 2024
  

  Vehicles in traffic can avoid collisions by cooperating - but only if they have already determined the wireless addresses of the other vehicles in proximity. This Patent shows how to measure the positions of each surrounding vehicle, and then combine the data from multiple vehicles to form a comprehensive traffic map, with wireless addresses.
  Result: VEHICLES CAN COOPERATE TO AVOID COLLISIONS.
  

• US PUBLICATION 2024/0208411
  Directional Collision Warning System - June 27, 2024
  

  A vehicle may include collision warning indicators that indicate a direction of the imminent collision. For example, beepers or light flashers may be arranged around the interior space, and may be activated according to the direction toward an encroaching vehicle.
  Result: DRIVER CAN REACT MORE QUICKLY.
  

• US PUBLICATION 2024/0174220
  Collision Avoidance and Minimization Using an AI Model - May 30, 2024
  

  With proper training, an AI model can rapidly and effectively select a series of braking, steering, or accelerating actions to avoid a collision, or at least to minimize the harm or intensity of the collision.
  Result: FEWER COLLISIONS, WITH LESS SEVERITY.
  

• US PATENT 11,951,979
  Rapid, Automatic, AI-Based Collision Avoidance and Mitigation - April 9, 2024
  

  Many traffic collisions could be avoided, or greatly reduced, by rapid well-managed steering, braking, or acceleration. Disclosed are systems and methods in which an AI system analyzes sensor data and plots a best course to avoid the collision if possible, and minimize the harm if not.
  Result: FEWER DEATHS AND SERIOUS INJURIES.
  

• US PUBLICATION 2024/0107295
  V2V and V2X Communications in 5G and 6G Based on Displayed Matrix - March 28, 2024
  

  Vehicles and fixed wireless assets can display a matrix of black and white squares indicating the wireless address, so that other wireless entities can begin communicating. In some embodiments, the matrix can also indicate the frequency, bandwidth, and other data preferred by the displaying entity.
  Result: DIRECT WIRELESS COMMUNICATION BETWEEN DEVICES.
  

• US PUBLICATION 2024/0059281
  Collision Avoidance upon Brake Light Detection and Time-to-Impact Analysis - February 22, 2024
  

  Autonomous and semi-autonomous vehicles often miss hazard cues that human drivers instinctively react to, such as the sudden illumination of the brake lights in the vehicle ahead. This Patent shows how vehicles can automatically engage hazard-mitigation strategies upon detecting brake lights, according to various kinetic parameters.
  Result: LIVES SAVED ON THE FREEWAYS.
  

• US PUBLICATION 2024/0059281
  Collision Avoidance upon Brake Light Detection and Time-to-Impact Analysis - February 22, 2024
  

  Autonomous and semi-autonomous vehicles often miss hazard cues that human drivers instinctively react to, such as the sudden illumination of the brake lights in the vehicle ahead. This Patent shows how vehicles can automatically engage hazard-mitigation strategies upon detecting brake lights, according to various kinetic parameters.
  Result: LIVES SAVED ON THE FREEWAYS.
  

• US PUBLICATION 2024/0054899
  Traffic Collison Avoidance or Minimization by Supercomputer Assist in 5G/6G - February 15, 2024
  

  An autonomous vehicle can avoid or minimize a collision, using assistance of a supercomputer trained in traffic mitigation. The vehicle can send an emergency message to a roadside access point, which forwards the data to the supercomputer, which selects the best sequence of actions.
  Result: FEWER FATALITIES IN TRAFFIC.
  

• US PUBLICATION 2024/0031797
  Differential Analysis of Navigation Satellite Signals by 5G/6G Messaging - January 25, 2024
  

  Improved spatial resolution can be obtained by analyzing satellite signals acquired by two vehicles simultaneously. Differential analysis cancels the primary sources of error in the relative separation between the vehicles.
  Result: PRECISION DISTANCE DETERMINATION FOR IMPROVED TRAFFIC SAFETY.
  

• US PATENT 11,837,096
  Method for a Supercomputer to Mitigate Traffic Collisions with 5G or 6G - December 5, 2023
  

  Managed collision avoidance requires rapid decision-making. Disclosed are examples wherein a land-based supercomputer and edge computing can assist a vehicle in traffic by determining an optimal series of actions to avoid or minimize an imminent collision.
  Result: COLLISION AVOIDED, NOBODY HARMED.
  

• US PATENT 11,812,510
  Methods for Rapid, Precision Position Determination in 5G/6G - November 7, 2023
  

  Vehicles in traffic can coordinate their actions, for collision avoidance and traffic management, only when they know the positions and wireless addresses of the other vehicles. The disclosed methods enable cancellation of major uncertainties in navigation satellite signals, resulting in improved precision of relative locations, without averaging.
  Result: IMPROVED COOPERATION BETWEEN VEHICLES.
  

• US PATENT 11,807,230
  AI-Based Vehicle Collision Avoidance and Harm Minimization - November 7, 2023
  

  When a collision is imminent, an AI model is needed to analyze sensor data and devise an evasion strategy fast enough to be of use at highway speeds. The AI model can be trained to avoid the collision if possible, and to minimize the harm if unavoidable.
  Result: SERIOUS COLLISIONS ARE AVOIDED OR MINIMIZED.
  

• US PUBLICATION 2023/0349999
  Inter-Vehicle Signaling for Collision Avoidance and Harm Minimization - November 2, 2023
  

  Inter-vehicle signaling is essential for cooperative collision mitigation. Autonomous and semi-autonomous vehicles can identify and localize each other by transmitting simultaneous wireless and infrared signals, thereby enabling coordinated collision avoidance maneuvers.
  Result: THIS SYSTEM WILL SAVE LIVES.
  

• US PUBLICATION 2023/0110812
  Connectivity Matrix for Rapid 5G/6G Wireless Addressing - April 13, 2023
  

  Disclosed is a central facility that provides vehicle wireless addresses to other vehicles on request. Participating vehicles display a QR-type matrix encoding an identification of the vehicle, which the central facility correlates with the wireless address.
  Result: SECURE COMMUNICATION BETWEEN VEHICLES.
  

• US PATENT 11,582,598
  Precision Localization of Mobile G5/G6 Terminals by Coordinated GNSS Reception - February 14, 2023
  

  Next-generation traffic control depends on localizing vehicles with greater precision than satellite signals provide. We disclose a method for vehicles to determine their relative positions with sufficient accuracy to discriminate adjacent vehicles.
  Result: SAFER MANAGED TRAFFIC FLOW.
  

• US PATENT 11,546,753
  Simultaneous Traffic Mapping for AI-Assisted V2V and V2X in 5G/6G - January 3, 2023
  

  Future traffic will intermingle autonomous, semi-autonomous, driver-assisted, and fully human-driven vehicles. To keep track of their relative positions in real-time, procedures are disclosed for cooperatively combining multiple vehicle viewpoints to form a comprehensive traffic map, annotated with the wireless address of each vehicle.
  Result: IMPROVED AUTOMATIC COLLABORATION.
  

• US PATENT 11,514,792
  Multi-Computer Communication in 5G/6G for Traffic Safety - November 29, 2022
  

  Disclosed is a method for collision avoidance using three coordinated computers - a processor in the vehicle, a workstation in a roadside access point, and a remote supercomputer. Exploiting the immense computing power of the supercomputer, they can find the best collision avoidance strategy and implement it immediately.
  Result: COLLISION AVOIDED, LIVES SAVED.
  

• US PATENT 11,451,955
  V2X and Vehicle Localization by Local Map Exchange in 5G/6G - September 20, 2022
  

  Vehicles in traffic can avoid accidents by coordinated avoidance, but this requires that they know which vehicle has which wireless address. In this Patent, each vehicle prepares a small map fragment by measuring angles between each pair of the surrounding cars. They exchange the geometrical data, and then one of them "merges" the fragments to create a full traffic map.
  Result: EACH VEHICLE KNOWS WHERE EACH OTHER VEHICLE IS POSITIONED.
  

• US PUBLICATION 2022/0291323
  Rapid Identification of Autonomous Vehicles by Simultaneous 5G/6G Wireless Messages and Infrared Signals - September 15, 2022
  

  In a traffic emergency, communication speed can mean life or death. To effectively localize and communicate with another vehicle, the subject vehicle can broadcast a wireless message and identify itself with a simultaneous infrared pulse. Other vehicles, detecting the subject vehicle, can do the same.
  Result: RAPID COMMUNICATION MEANS RAPID COOPERATION.
  

• US PUBLICATION 2022/0289177
  Systems and Methods for Hazard Mitigation - September 15, 2022
  

  Traffic collisions can be avoided by adapting an avoidance strategy to the projected future positions and velocities of the other vehicles involved. This patent shows how to update the strategy as the sensor data changes.
  Result: REDUCED COLLISION HAZARD IN TRAFFIC.
  

• US PATENT 11,438,762
  Vehicle Connectivity, V2X Communication, and 5G/6G Sidelink Messaging - September 6, 2022
  

  Normally, there is no way for a vehicle to know the wireless address of another vehicle in traffic. In this Patent, each vehicle displays a "connectivity matrix", which is a sign or label that indicates the wireless address in a computer-readable pattern. After reading the code, each vehicle can communicate with the others to avoid collisions and smooth the flow of traffic. 
  Result: VEHICLES COOPERATE FOR TRAFFIC MANAGEMENT AND COLLISION AVOIDANCE.
  

• US PATENT 11,402,513
  SV2X Messaging in 5G/6G with Simultaneous GPS Reception - August 2, 2022
  

  Vehicles in motion have difficulty obtaining sufficient resolution from GPS, due to numerous motion-based distortions. In this Patent, superior resolution can be obtained, and many sources of error can be canceled, by arranging for the vehicles to all acquire the same satellite signals at the same time. They then compare signals to get a differential position of each vehicle. 
  Result: HIGH-PRECISION LOCALIZATION OF EACH VEHICLE.

• US PATENT 10,816,636
  Autonomous Vehicle Localization System - October 27, 2020
  

  In this Patent, as soon as vehicles come into range with each other, they emit pulses that encode their wireless addresses.  Other vehicles can receive the data optically.  After exchanging addresses, they can then communicate directly with each other.
  Result: COORDINATION FOR SAFETY AND TRAFFIC FLOW.
  

• US PATENT 10,816,635
  Autonomous Vehicle Localization System - October 27, 2020
  

  To coordinate their actions, vehicles in traffic need to localize each other.  In this Patent, each vehicle emits a pulse of light and simultaneously transmits a wireless message, thereby identifying themselves to other vehicles.  They can then communicate, especially in an imminent collision.
  Result: COOPERATIVE COLLISION AVOIDANCE.
  

• US PATENT 10,713,950
  Rapid Wireless Communication for Vehicle Collision Mitigation - July 14, 2020
  

  In an emergency, the computer on a vehicle may not be able to find the best avoidance maneuver in time to avoid the collision.  This Patent shows how vehicles can get help from a land-based supercomputer, which explores millions of avoidance scenarios (including pre-tested ones), selects the most effective, and transmits it back to the vehicle in milliseconds. 
  Result: VEHICLE HAS THE BENEFIT OF BEST KNOWN SOLUTION.
  

• US PATENT 10,507,829
  Systems and Methods for Hazard Mitigation - December 17, 2019
  

  This Patent discloses a learning-based collision-mitigation system, adaptable to the driver's own preferences and driving style.  In an emergency, the processor compares previously-successful avoidance strategies in the current traffic scenario, and then quickly puts the most beneficial strategy into action.  The method is applicable to autonomous vehicles, semi-autonomous, and human-driven with an emergency-intervention capability.
  Result: BETTER COLLISION AVOIDANCE THAN HUMANLY POSSIBLE.
  

• US PATENT 10,059,335
  Systems and Methods for Hazard Mitigation - August 28, 2018
  

  Unlike prior-art systems, this Patent discloses ways to actively manage an unavoidable collision.  By following a pre-planned strategy, each vehicle can shed excess kinetic energy, carefully place the point of impact away from passengers, and then swerve if necessary to avoid a spin-out.  The system also plans ahead to avoid post-collision hazards such as secondary collisions. 
  Result: EVERYONE WALKS AWAY.
  

• US PATENT 9,896,096
  Systems and Methods for Hazard Mitigation - February 20, 2018
  Most collision-avoidance systems simply slam on the brakes and hope.  That is seldom the best solution.  In this Patent, we disclose a method for avoiding a collision if avoidable, and minimizing the harm if unavoidable.  Unlike prior art, the amount of expected harm is calculated according to objective criteria.
  Result: SAVING LIVES ON THE HIGHWAY.
  
  
• US PATENT 9,701,307
  Systems and Methods for Hazard Mitigation - July 11, 2017
  Each year 35,000 people die on US highways - needlessly.  This Patent discloses procedures and a formula for mitigating imminent collisions.  Detect the imminent collision, determine if it is avoidable, and execute a calculated evasive action.  If not avoidable, select a different action to minimize the harm.  The processor explores a huge number of alternative solutions and selects the best one for the desired outcome in each case.
  Result: FEWER COLLISIONS.
  
  

COLLISION MITIGATION

ARI Patents are focused on autonomous collision mitigation.  This entails systems and methods for determining whether an imminent collision is avoidable, planning a defensive strategy based on the vehicle's maximum braking, steering, and acceleration capabilities, and then carrying out that strategy.  The  mission is to avoid a collision if it is avoidable, manage the collision to minimize harm if it is unavoidable, and have the instant ability to know the difference. 

Featuring a constantly updated kinetic model of the surrounding traffic, surprises by anything that happens are eliminated.  Whenever a vehicle looks like a threat, ARI’s Patented strategies extrapolate the model forward in time, exploring a wide range of actions to prevent the collision.  Usually this is sufficient.

The ARI Advanced Collision Mitigation strategies combine lightning-fast collision avoidance with precise harm minimization - autonomously.

LEAST-HARM TRAJECTORY

Unfortunately, a collision is sometimes unavoidable.  In that case, the problem can be recognized early, and the overall harm can be evaluated – including major and minor injuries, and property damage likely from the collision if nothing is done.  Then, in milliseconds with ultra high-speed processors, the likely effect of different courses of action can be tested, such as braking, accelerating, or steering at critical moments, and then the best strategy to minimize harm is then selected.  The system then takes over and precisely guides the vehicle according to the least-harm trajectory.  It continues to control the action all the way through the collision, millisecond by millisecond, doing everything possible to keep people safe. 

A key feature of ARI Patents is a coherent post-collision strategy.  The processors automatically develop a plan for avoiding secondary threats even before the collision occurs.   During and after the collision, the sensors continuously keep a lookout for approaching traffic.  The system drives the vehicle to the side of the road quickly and safely, then stops, at which point control can be turned back over to the driver. It even sends a help-request message with location and injury details.  Because the collision has been properly managed, it is far more likely that everyone walks away.  The cars may be banged up, but serious injuries were minimized.  Implementation of ARI strategies can save lives one more time.

Following is a brief list of some of the ARI Patented strategies featuring: 

1. A system comprising processors configured to determine, from sensor data, one or more of a position, a velocity, and/or an acceleration of a subject vehicle; determine whether a collision between the subject vehicle and the second vehicle is imminent; calculate one or more sequences to avoid the imminent collision or to minimize harm of the collision, wherein each sequence comprises accelerations or decelerations or steering action; response to a determination that the collision is avoidable, select a sequence to avoid the collision; responsive to a determination that the collision is unavoidable, select a sequence to minimize the harm of the collision; and then implement the selected sequence by sending control signals to means for accelerating, decelerating, and steering the subject vehicle.
   
   
2. A processor configured to determine, from sensor data, the position, velocity, and acceleration of a second vehicle, then determine, from the sensor data, whether a collision is imminent.  The processor then determines whether a collision is avoidable by a particular sequence of accelerations, braking, or steering actions, and implements the particular sequence, when the collision is avoidable.
   
   
3. If the collision is unavoidable, the processor calculates the harm associated with the collision, using a formula to quantify different types of harm.  The processor then instantly selects a sequence of actions that minimizes the expected harm of the collision, and then implements that sequence.
   
   
4. The system includes internal sensors that measure a position, a velocity, an acceleration, a deceleration, a steering status, or a steering action, of the subject vehicle, and external sensors that measure an image, a position, a velocity, an acceleration, or a deceleration of a second vehicle.
   
   
5. A collision warning device comprising an acoustical signal generator, a light flasher, or a haptic vibrator, is activated when a collision is calculated to be imminent.  The collision warning device renders, when a collision is imminent, information about a direction from which a second vehicle is approaching a subject vehicle.  The collision warning device includes a voice-like speech generator configured to render the direction from which a second vehicle is approaching a subject vehicle.
   
   
6. An adjustment device configured to modify a processor operation based on an input by a user, wherein the adjustment device may be set to a particular setting, such that intervention is withheld, after a collision is calculated to be imminent, for a user-selected time period, and then is implemented if the collision remains imminent.
   
   
7. The intervention system includes user-selectable intervention threshold, wherein the system is configured to calculate a degree of hazard, and to implement a strategy if the degree of hazard exceeds the intervention threshold.
   
   
8. A data storage module coupled to a processor and configured to store and protect critical data, comprising data related to traffic in a time period prior to a collision, data related to a collision, data related to the subject vehicle in a time period prior to a collision, and data related to any sequence of actions implemented prior to a collision.
   
   
9. The system further including a data storage module which is hardened against damage caused by a collision, and against overwriting.
   
   
10. Determining: if the subject vehicle and the second vehicle will pass within a predetermined radius of each other in the absence of alterations in the direction or velocity of the subject vehicle.
    
    
11. Calculating: from the position and velocity and acceleration of the second vehicle, and from the  position and velocity and acceleration of the subject vehicle, future values of a separation distance between the subject vehicle and the second vehicle; calculating from the future values a collision time at which the separation distance is less than a predetermined separation distance; and determining, if the collision time is less than a predetermined time limit, that the collision is imminent.
    
    
12. While the particular sequence is being implemented, continuing to analyze further sensor data, thereby determining if the collision remains avoidable or unavoidable; if the continuing analysis indicates that an avoidable collision has become unavoidable, responsively implementing the particular sequence associated with the least harm; and if the continuing analysis indicates that an unavoidable collision has become avoidable, responsively implementing the particular sequence that avoids the collision.
    
    
13. Receiving: capability-data comprising the maximum acceleration or deceleration or steering that the subject vehicle is capable of; and analyzing, with the capability data, whether the imminent collision can be avoided by applying the maximum acceleration or deceleration or steering to the subject vehicle.
    
    
14. While the particular set of sequential actions are being implemented, preparing a feedback signal by comparing the measured position or velocity or acceleration of the subject vehicle to the particular set of sequential actions, and controlling the accelerator or brakes or steering of the subject vehicle according to the feedback signal in real time.
    
    
15. Calculating harm: comprising calculating how many fatalities would result from a collision; calculating how many injuries would result from the collision; calculating how much property damage would result from the collision; adding, for each of the analyzed collisions, the calculated number of fatalities times a predetermined fatality coefficient, plus the calculated number of injuries times a predetermined injury coefficient, plus the calculated property damage times a predetermined property damage coefficient, wherein a sum of the adding indicates how much harm would be caused by a collision according to each of the sequences.
    
    
16. Calculating harm including: predicting vehicle distortions that would occur during a possible collision; predicting peak accelerations that would occur during the possible collision; estimating, from the predicted vehicle distortions and peak accelerations, a number of fatalities, a number of injuries, and an amount of property damage that would result from the possible collision; and combining, according to a formula, the estimated number of fatalities, and the estimated number of injuries, and the estimated amount of property damage, thereby calculating the expected harm of the possible collision.
    
    
17. Preparing: before a collision occurs, a post-collision strategy to minimize post-collision harm; acquiring, during or after the collision, further sensor data; updating, according to the further sensor data, the post-collision strategy; and then implementing the updated post-collision strategy.
    
    
18. Implementing: a post-collision strategy comprising at least one of: turning off a fuel pump; unlocking doors; rolling down windows; driving to a side of a road; and transmitting a help-request message.
    
    
19. Determining: after a collision occurs, whether a driver of the subject vehicle is responsive or nonresponsive; while the driver is nonresponsive, implementing the post-collision strategy; and while the driver is responsive, halting the post-collision strategy.
    
    
20. During the implementation of an avoidance or harm-minimization strategy, redetermining whether the collision has changed from avoidable to unavoidable, or from unavoidable to avoidable.
    
    

ARI's Patents combine COLLISION AVOIDANCE and HARM MINIMIZATION.

 

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