NetAirus Technologies

Autonomous Vehicles and Drive Assist Systems --AI/ML

NetAirus Designs

NetAirus Designs

Autonomous Vehicle Systems:

      •    Autonomous  Systems Adapted to an Advanced Driver Safety Assist System (ADSAS)

      •   AI and ML Programs Designed for ADSAS

      •    Data Integration and Situation Control Modules

      •    Detection Control Designed to _________

      •    Sensor Array Optimized for __________

      •    _________   Testing and Optimization

      •    Vehicle  _______ Program Modes

      •    ADSAS  Algorithm Data Flows

      •    _______  Situation Control Designs

      •    Data Integration Module Adapted to _______

      •     Integrated 5G/WiFi Networks

      •     Road  and Traffic Network Integration 

      •     Networks Configured to  _________

      •     Data  Recording and Analysis Programs

 

Autonomous Vehicle Systems (Continued)

  • ADSAS Data Flows Adapted to  ________
  • ADSAS Training  ________ Procedures
  • AI and ML Algorithms Designed to _______
  • Bias-Variance Tradeoff
  • Input Space Dimensionality
  • Data Heterogeneity
  • Reducing Noise in Output Values
  • Redundancy in the Data
  • Interactions and Non-linearities
  • Supervised Learning  Adapted to   _______      

Vehicle Drive Assist Systems

        •    _________ Secure  Entry System/Programs
        •    Vehicle Secure and Assist  Systems 
        •    Secure Wireless Remote  Program for ______
        •    Verification System and Programs
        •    Vehicle  _______ System  Modes
        •    Wireless Device Tracking  of ________
        •    In-Vehicle Item Detection System for ______
        •    GPS/5G _______  Tracking and Navigation System

(Trade secret matters in the above headings are redacted with underline markings) 

Related  Content/Links:

        Most vehicle manufacturers (including Tesla) are working on fully autonomous vehicles in various forms (i.e.; cars, trucks, taxis etc.).  Google’s Waymo autonomous car may be the most advanced experimental vehicle presently reported to date.  Waymo has recently reported on  an  Advance Simulation System.  This  simulation system is an ambitious project that attempts to predict almost all city and rural vehicle movements and road situations.  NetAirus believes their simulation system is too ambitious, because many actions are simply unpredictable.  Some companies apply AI to their autonomous test vehicles such as discussed in AI as a killer app from Brooking.com. This report, in part, notes some governments are very concerned about level of safety in autonomous vehicles. Nvidia Corp. has posted information on their Software-defined Autonomous Vehicle platform.  NetAirus distinguishes its designs from others by taking a different approach to the autonomous vehicle problem. NetAirus’ designs introduce a suite of proprietary techniques and methods, including AI/ML algorithms, sensor arrays, data fusion, and 5G networks.