lidarsystem.dev

#Lidar System Development Meta

#Light Detection and Ranging | Remote sensing technology | Using laser light to measure distances | Creating highly accurate 3D representations of objects and environments | Emitting laser pulses and measuring time for light to bounce back after hitting object | Measuring time of flight and properties of reflected light Lidar systems calculate distance to objects and generate detailed point cloud data

#POS-Trajectories

#LiDAR-Data

#Broad Object Detection

#Rich Raw Point Clouds

#Embeddable Design

#Configurable Frame Rate

#Safe Navigation

#Accelerated Development

#Flash Technology

#Eye Safe Lidar

#Three Wave Length Airborn Lidar System

#Miniaturized Hyper Spectra Lidar System

#Quantum Lidar System

#Single Photon Lidar For Vegetation Analysis

#Off Beam Lidar

#Water Vapor Profiling

#Lidar Based GIS Application Deveopment

#Information Modelling

#Polarization Modulation

#Coherent Lidar Systems

#UAV Lidar System

#Construction Quality Control

#Road Detection System

#Solid State Lidar

#Embedding Into Smart Phones

#Miniaturized Lasers

#Narrow Line Width Laser

#Autonomous Vehicle With Lidar

#Autonomous Driving

#Combining Laser With Sensing Technology

#Sensor Suite

#Python SDK

#Robot Operating System (ROS) drivers

#Sensor visualization

#Autonomy kit for yard operations

#On board Inertial Measurement Unit (IMU)

#Open Source Simultaneous Localization And Mapping (SLAM)

#3D Laser Scanning Data Processing

#Rapid pulses of laser light

#Short laser bursts

#Collecting multiple distance measurements from various angles

#Creating dense set of points in 3D space

#Point cloud represents tshape and spatial layout of objects in scanned area

#Vision for Off-Road Autonomy (VORA) | LIDAR sensors easy to detect

#Infrared light emitted by the LiDAR

#LiDAR invulnerable to any kind of interference, severe weather conditions and low light environment

#Vector database

#Namespace

#1550nm LiDAR | Advantages: safety, range, and performance in various environmental conditions | Enhanced Eye Safety: absorbed more efficiently by cornea and lens of eye, preventing light from reaching sensitive retina | Longer Detection Range | Improved Performance in Adverse Weather Conditions such as as fog, rain, or dust | Reduced Interference from Sunlight and Other Light Sources | More expensive due to complexity and lower production volumes of their components

#Resistive RAM (ReRAM) technology | onsemi Treo platform to provide embedded non-volatile memory | ReRAM integration into Bipolar CMOS DMOS (BCD) process | Potential alternative to flash memory | Demand for faster, more efficient, and scalable memory solutions increasing | Lower power consumption | Less vulnerable to common hacking tactics | ReRAM can be integrated easily into chip designs without interfering with power analog components

#A-list celebrity home protector | Burglaries targeting high-end items | Burglary report on Lime Orchard Road | Burglar had smashed glass door of residence | Ransacked home and fled | Couple were not home at the time | Unknown whether any items were taken | Lime Orchard Road is within Hidden Valley gated community of Los Angeles in Beverly Hills | Penelope Cruz, Cameron Diaz, Jennifer Lawrence, Adele and Katy Perry have purchased homes there, in addition to Kidman and Urban | Kidman and Urban bought their home for $4.7 million in 2008 | 4,100-square-foot, five-bedroom home built in 1965 and sits on 1¼-acre lot | Property large windows have views of the canyons | Theirs is one of several celebrity properties burglarized in Los Angeles and across country recently | Connected to South American organized-theft rings

#Professional athlete home protector | South American crime rings | Targeting wealthy Southern California neighborhoods for sophisticated home burglaries | Behind burglaries at homes of professional athletes and celebrities | Theft groups conduct extensive research before plotting burglaries | Monitoring target whereabouts and weekly routines via social media | Tracking travel and schedules | Conducting physical surveillance at homes | Attacks staged while targets and their families are away | Robbers aware of where valuables are stored in homes prior to staging break-ins | Burglaries conducted in short amount of time | Bypass alarm systems | Use Wi-Fi jammers to block Wi-Fi connections | Disable devices | Cover security cameras | Obfuscate identities

#ROS 2 | The second version of the Robot Operating System | Communication, compatibility with other operating systems | Authentication and encryption mechanisms | Works natively on Linux, Windows, and macOS | Fast RTPS based on DDS (Data Distribution Service) | Programming languages: C++, Python, Rust

#Dexterous robot | Manipulate objects with precision, adaptability, and efficiency | Dexterity involves fine motor control, coordination, ability to handle a wide range of tasks, often in unstructured environments | Key aspects of robot dexterity include grip, manipulation, tactile sensitivity, agility, and coordination | Robot dexterity is crucial in: manufacturing, healthcare, logistics | Dexterity enables automation in tasks that traditionally require human-like precision

#Agentic AI | Artificial intelligence systems with a degree of autonomy, enabling them to make decisions, take actions, and learn from experiences to achieve specific goals, often with minimal human intervention | Agentic AI systems are designed to operate independently, unlike traditional AI models that rely on predefined instructions or prompts | Reinforcement learning (RL) | Deep neural network (DNN) | Multi-agent system (MAS) | Goal-setting algorithm | Adaptive learning algorithm | Agentic agents focus on autonomy and real-time decision-making in complex scenarios | Ability to determine intent and outcome of processes | Planning and adapting to changes | Ability to self-refine and update instructions without outside intervention | Full autonomy requires creativity and ability to anticipate changing needs before they occur proactively | Agentic AI benefits Industry 4.0 facilities monitoring machinery in real time, predicting failures, scheduling maintenance, reducing downtime, and optimizing asset availability, enabling continuous process optimization, minimizing waste, and enhancing operational efficiency