Articles tagged with "LiDAR"
Robots to navigate hiking trails - Robohub
The article discusses the development of autonomous robots capable of navigating hiking trails, a challenging task due to the unpredictable and varied terrain conditions such as fallen trees, uneven ground, erosion, and environmental changes after storms. The motivation behind this research is the potential real-world applications of such robots, including trail monitoring and maintenance, environmental data collection, search-and-rescue operations, and assisting park staff in remote or hazardous areas. The complexity increases when robots must decide whether to stay on the trail to avoid environmental damage or leave it temporarily for safety reasons. The key innovation presented is a dual perception system combining geometric terrain analysis via LiDAR and semantic terrain detection through camera images. LiDAR provides information on slopes and large obstacles, while semantic segmentation identifies specific terrain types like trails, grass, rocks, and roots. By fusing these data sources into a single traversability map, the robot can better assess safe paths. The researchers created a labeled dataset of hiking trail images and trained a model to recognize trail terrain effectively. Navigation
roboticsautonomous-navigationhiking-trailsLiDARsemantic-segmentationterrain-analysissearch-and-rescueNissan & Wayve Sign Definitive Agreements to Deliver Next-Generation Driver Assistance Technology - CleanTechnica
Nissan Motor Co., Ltd. and AI company Wayve have signed definitive agreements to collaborate on integrating Wayve’s embodied AI technology into Nissan’s next-generation ProPILOT advanced driver-assistance system (ADAS). Building on Nissan’s existing ProPILOT series—which began in 2016 with single-lane highway assistance and evolved to multi-lane and hands-off functionality by 2019—this partnership aims to enhance driver assistance capabilities across a wide range of Nissan vehicles. A prototype unveiled in September 2025 showcased the integration of Wayve’s AI Driver software with Nissan’s “Ground Truth Perception” system, which uses next-generation LiDAR, demonstrating smooth and safe driving in both highway and complex urban environments. The collaboration will enable the deployment of Wayve AI Driver within mass-produced Nissan vehicles, starting with a model planned for release in Japan in fiscal year 2027. Nissan is the first automaker to commit to scaling Wayve’s embodied AI technology across multiple vehicle segments globally,
robotAI-technologyautonomous-drivingdriver-assistance-systemsLiDARadvanced-driver-assistance-systemsintelligent-mobilityChina debuts robot dog that can map 10 million square feet nonstop
Chinese robotics company Pudu introduced its latest quadruped robot, the D5, at Tokyo’s International Robot Exhibition (iREX 2025). Standing nearly one meter tall, the D5 showcases advanced motion-control algorithms and embodied intelligence, enabling it to navigate complex environments autonomously. Powered by an NVIDIA Orin platform and RK3588 dual-processor architecture, the robot delivers up to 275 TOPS of computing power for real-time SLAM mapping, obstacle avoidance, and object recognition. It can continuously map and inspect up to one million square meters (approximately 10 million square feet) and travel up to 14 kilometers without human intervention. Equipped with fisheye cameras and LiDAR sensors, the D5 provides 360-degree perception and dense 3D point clouds, enhancing operational safety and efficiency. Designed for durability, it supports a 30-kilogram load for over two hours and is resistant to dust, water, and extreme temperatures. Pudu positions the D5 as
robotautonomous-robotsquadruped-robotSLAM-mappingLiDARNVIDIA-Orinindustrial-robotsMeet Sand Hound — The Robot Built to Walk Where Humans Can’t
Sand Hound is a quadruped robot developed collaboratively by the U.S. Army Engineer Research and Development Center and the University of Delaware, designed to navigate challenging coastal terrains such as beaches, dunes, and shifting shorelines where humans and traditional machines often fail. Equipped with advanced sensors including LiDAR and cameras, Sand Hound autonomously maps ground instability, erosion, and terrain changes in real time, adapting to the dynamic and unpredictable nature of sandy environments influenced by tides, storms, and wind. Weighing about 70 pounds and standing roughly two feet tall, Sand Hound combines rugged military-grade durability with sophisticated environmental awareness, enabling it to traverse difficult landscapes without sinking or slipping. Tested along North Carolina’s coastal ranges, the robot demonstrates potential as a vital tool for coastal defense, providing continuous monitoring and data collection that could enhance erosion management and disaster response. Sand Hound represents a new class of autonomous coastal guardians, capable of performing tasks that are dangerous or impossible for humans and conventional vehicles.
robotautonomous-robotquadruped-robotmilitary-technologyterrain-mappingLiDARenvironmental-sensorsWhen the fastest driver has no pulse
The Abu Dhabi Autonomous Racing League (A2RL) recently showcased the world’s first extreme autonomous motorsport series at Yas Marina Circuit, where driverless race cars equipped with advanced AI algorithms competed at speeds up to 185 mph. Notably, Italy’s Unimore Racing team achieved a 58.87-second lap time during qualifiers, surpassing professional human drivers for the first time on this track. This milestone highlights the rapid advancement of autonomous driving technology, demonstrating that AI can now perform complex, high-speed maneuvers traditionally reserved for human racers. Beyond racing, these developments have broader implications for autonomous navigation in urban delivery and air traffic management. The A2RL cars are based on Japan’s Super Formula SF23 chassis, modified to replace the driver with approximately 143 lbs of sophisticated electronics, including cameras, radars, and LiDAR sensors. These vehicles generate enormous amounts of data—up to 500 gigabytes per lap—to enable real-time perception, planning, and control. The AI systems
robotautonomous-vehiclesAI-racingsensorscomputer-visionLiDARhigh-performance-materialsPioneering Teesside Autonomous Airport System Now in Operation - CleanTechnica
Teesside International Airport has launched the world’s first simultaneous autonomous passenger and baggage transport system, marking a pioneering advancement in aviation logistics. Initiated through a £1 million contract with Aurrigo International plc, the pilot program features two electric autonomous vehicles: the 8-seat Auto-Shuttle passenger vehicle, operational since October 2025, and the Auto-DollyTug cargo transporter, set to begin operation in January 2026. By early 2026, passengers flying to destinations such as Alicante, Malaga, and Amsterdam will experience this integrated, greener system that automates baggage movement from check-in to aircraft. The Auto-Shuttle is a Level 4 autonomous, all-electric vehicle equipped with LiDAR and cameras for navigation, while the Auto-DollyTug represents a significant innovation in cargo handling. It can carry a Unit Load Device (ULD) weighing about 1.5 tons and tow up to three additional dollies, handling a total payload of 9 tons. Its unique features
robotautonomous-vehicleselectric-vehiclesairport-automationlogistics-technologyLiDARdriverless-systemsNew DJI drone maps 38 square miles daily, offers 3,117-foot range
DJI has introduced the Zenmuse L3, an advanced aerial LiDAR system designed for high-accuracy geospatial data collection. Integrating a long-range 1535 nm LiDAR sensor, dual 100 MP RGB cameras, and a high-precision POS system, the Zenmuse L3 can map up to 100 square kilometers (about 38.6 square miles) per day. It offers a detection range of 950 meters (3,117 feet) on objects with 10% reflectivity and features adjustable pulse rates to adapt to different environments. The system achieves vertical accuracy ranging from 3 cm at 120 m altitude to 10 cm at 500 m, supporting detailed mapping scales of 1:500 to 1:2000. Its laser beam divergence of 0.25 mrad enables detection of fine features like power lines and branches. The Zenmuse L3’s dual 100 MP cameras with 4/3 CMOS sensors provide a wide
robotdroneLiDARmappinggeospatial-dataaerial-surveyingDJI-Zenmuse-L3China: ‘World’s first’ humanoid robot that resists dust, rain, heat
Chinese technology company Deep Robotics has introduced the DR02 humanoid robot, touted as the world’s first humanoid robot with an IP66 protection rating, enabling it to resist dust, rain, and operate in harsh weather conditions. Standing 175 cm tall and weighing 65 kg, the DR02 is designed for outdoor use, functioning effectively in temperatures ranging from -20 to 55 degrees Celsius and enduring humidity and rain. It features a walking speed of 1.5 m/s, can accelerate to 4 m/s, climb slopes up to 20 degrees, and lift loads up to 10 kg. Its modular design allows quick swapping of major components like arms and legs to reduce maintenance downtime. The DR02 delivers 275 trillion operations per second (TOPS) of computing power and is equipped with an advanced multi-sensor suite, including LiDAR, depth sensors, and wide-angle cameras. This sensor integration enables obstacle detection, detailed mapping, and real-time adaptive movement, making the robot suitable
robothumanoid-robotindustrial-robotIP66-protectionmulti-sensor-suiteLiDARrobotics-innovationBYD-Led Consortium Awarded Contract for Autonomous Buses in Singapore - CleanTechnica
A consortium led by BYD, alongside MKX Technologies and Zhidao Network Technology, has secured a contract with Singapore’s Land Transport Authority (LTA) to introduce autonomous buses into public operation by the second half of 2026. The initial pilot will deploy six autonomous buses on existing routes 191 and 400, with plans to potentially add 14 more during the trial phase and expand further thereafter. The buses, similar to BYD’s J6 model designed for narrow, congested streets, will complement existing services by maintaining routes with lower ridership and enabling new routes constrained by manpower shortages. The autonomous buses will employ advanced technologies including cameras, radar, LiDAR, and remote operation capabilities, with rigorous safety testing and phased deployment starting with onboard safety operators before transitioning to remote monitoring. This initiative marks a significant step for autonomous public transit, as Singapore’s dense urban environment, short travel distances, and slow speeds create favorable conditions for early adoption. The LTA emphasized the consortium’s proven international
robotautonomous-vehicleselectric-busessmart-transportationLiDARdriverless-technologypublic-transit-innovationZeekr's new EV with 900V tech to offer 500-mile range, 10-min charging
Zeekr, the premium electric vehicle brand under Geely, has unveiled the updated 2024 Zeekr 001, featuring a significant upgrade to a 900V electrical architecture across all variants. This enhancement enables faster charging, improved efficiency, and better performance compared to the previous 800V platform. The rear-wheel-drive model is powered by a 370 kW (489 hp) motor paired with a 103 kWh CATL Qilin battery, offering an estimated 503 miles (810 km) of CLTC range and the ability to recharge from 10% to 80% in just 10 minutes. The all-wheel-drive variant delivers a combined 912 hp with dual motors and offers between 441 to 473 miles (710–762 km) of range, with ultra-fast 12C charging that can recharge the battery from 10% to 80% in just seven minutes. This version accelerates from 0 to 62 mph in 2.83 seconds
energyelectric-vehiclebattery-technologyfast-chargingautomotive-technologyNvidia-Drive-Thor-ULiDARChina’s humanoid robot survives several kicks with 'anti-gravity mode'
Unitree’s G1 humanoid robot has demonstrated impressive resilience and balance in a recent series of physical tests, surviving repeated kicks, shoves, and body blows without falling over permanently. Central to this capability is the robot’s new “Anti-Gravity mode,” which enables it to actively anticipate impacts, adjust its posture in real time, and recover quickly rather than simply falling and resetting. Equipped with depth cameras, 3D LiDAR, and multiple joint motors, the G1 continuously scans its environment and calculates how to shift its center of gravity, brace against hits, and regain balance smoothly—actions that resemble a human athlete’s reflexes. The robot’s ability to absorb shocks and recover rapidly has practical implications beyond technical demonstration. Designed for industrial and research environments, the G1’s durability and adaptability can minimize downtime caused by unexpected collisions or falls, allowing it to continue tasks without human intervention. Priced at around $16,000, the G1 offers a more affordable option compared to other advanced
robothumanoid-robotanti-gravity-modeLiDARsensorsrobotics-technologyindustrial-robotsThe New Avatr 07 Is A Stunner - CleanTechnica
The Avatr 07 is a striking new electric crossover priced starting at 219,900 yuan (approximately $30,920), offering a sporty design and advanced technology features typically found in higher-end vehicles. Developed through a collaboration between automaker Changan, battery leader CATL, and tech giant Huawei, the Avatr 07 is available as both a battery electric vehicle (BEV) and an extended-range electric vehicle (EREV). Notably, it includes a LiDAR sensor enabling Level 4 autonomous driving capabilities, an interactive Halo screen, and a futuristic interior highlighted by a large 35.4-inch 4K central display and a 15.6-inch driver monitor powered by Huawei’s HarmonyOS 5. In terms of performance and comfort, the Avatr 07 offers a range between 610 km (379 miles) and 650 km (404 miles) on a full charge for the BEV version, with the EREV variant providing an electric-only range of 245
energyelectric-vehiclesautonomous-drivingLiDARbattery-technologyHuawei-HarmonyOSelectric-crossoverWhy China's robotic mowers could decide the LiDAR race
The article highlights how robotic lawn mowers are accelerating the development of LiDAR technology more rapidly and effectively than the automotive sector. Unlike the bulky and expensive LiDAR systems initially designed for luxury vehicles, robotic mowers demand smaller, cheaper, and more reliable sensors suitable for mass-market consumer products. This pressure has driven Chinese companies like Hesai and RoboSense to innovate, pushing LiDAR from mechanical and analog designs toward sleek, digital solid-state versions. The consumer robotics market, particularly robotic mowers, is thus emerging as the critical battleground for LiDAR democratization and technological breakthroughs. Robotic mowers represent a fast-growing global market, expanding from $1.5 billion in 2021 to an expected $4.04 billion by 2028. Early mower navigation relied on boundary-wire systems, which were cumbersome and prone to failure. More recent boundary-free approaches use technologies such as pure vision, ultra-wideband (UWB), and real-time kinematics (RTK), each with strengths and
roboticsLiDARrobotic-mowersChina-technologysensor-technologyconsumer-roboticsautonomous-devicesTesla FSD Is Deeply Unpopular, Survey Shows - CleanTechnica
A recent survey of over 8,000 U.S. consumers reveals significant skepticism and negativity toward Tesla’s Full Self-Driving (FSD) technology. Nearly half of respondents believe FSD should be illegal, and twice as many consumers say FSD features make them less likely to buy a Tesla than those who say it makes them more likely. Support for stricter regulation and legal accountability of autonomous vehicle (AV) manufacturers is strong, with many consumers demanding that companies be held responsible for accidents and that advertising and safety standards be tightened. Additionally, 70% of Americans prefer AVs to use both LiDAR and cameras for navigation, contrasting sharply with Tesla’s camera-only approach, which only 3% support. Tesla’s brand perception has also declined, with trust and positivity hitting new lows amid growing safety concerns and a sense of “FSD and Musk fatigue.” Elon Musk’s optimistic claims about upcoming FSD versions being multiple times better than human drivers have been met with skepticism, especially given his history
robotautonomous-vehiclesTesla-FSDLiDARself-driving-technologyautomotive-safetyAI-driving-systemsLiDAR scans decommissioned nuclear reactors at Hanford for safety
The U.S. Department of Energy’s Office of Environmental Management at the Hanford Site has employed Light Detection and Ranging (LiDAR) technology to conduct detailed inspections of six cocooned, decommissioned nuclear reactors. Unlike previous annual drone inspections that focused on the exterior of the storage enclosures, this new approach uses LiDAR to create precise 3D models of the reactors’ interior structures. This advancement allows engineers and safety specialists to better assess the condition of the enclosures, identify potential issues, and enhance long-term safety and risk reduction measures. The inspections are part of ongoing efforts to maintain the integrity of these structures as Hanford continues its decades-long cleanup mission. Hanford Site, established in 1943 for plutonium production during the Manhattan Project, played a critical role in the U.S. nuclear weapons program until its last reactor shut down in 1987. Since then, the site has focused on environmental remediation, including soil and groundwater treatment and waste management. The introduction of
energyLiDARnuclear-reactorssafety-inspection3D-imagingenvironmental-managementinfrastructure-monitoringFormula 1-inspired AirKart eVTOL races through the sky at 65 mph
The AirKart, developed by UK startup Elevate Racing, is a single-seat electric vertical take-off and landing (eVTOL) vehicle inspired by Formula 1 racing. Designed to combine the excitement of race car driving with aerial freedom, the AirKart is intended for short, low-altitude flights and competitive racing on dedicated circuits. It features a compact design positioned between small drones and larger eVTOL aircraft, capable of speeds up to 65 mph (100 km/h) and a maximum altitude of 400 meters (1,300 feet), with a flight time of approximately 15 minutes on a full battery. Equipped with advanced GPS and LiDAR systems, the AirKart offers two flight modes: EasyFly for beginners, which limits controls and includes automatic obstacle avoidance and simple landing, and Sport Mode for experienced pilots, providing full manual control for racing maneuvers. Its propulsion system uses eight electric motors arranged in a double ducted coaxial quadcopter layout, enhancing thrust efficiency,
eVTOLelectric-vehicledrone-technologyGPS-navigationLiDARcarbon-fiber-materialselectric-propulsionNew Chinese Voyah hybrid EV with 490 kW motor to offer higher range
The Voyah Passion L, a premium plug-in hybrid sedan from Dongfeng Motor Corporation’s upscale Voyah brand, is set to debut later in 2025. This model represents Voyah’s expansion into the high-end sedan market, complementing its existing electric SUVs and MPVs. The Passion L features a powerful hybrid system with front and rear motors producing a combined output of 657 hp (490 kW), enabling a top speed of 124 mph. It also boasts a larger battery pack than the standard Passion, offering a projected pure electric range exceeding 186 miles. Dimensionally, the Passion L is slightly larger and more spacious than the original Passion, with modest increases in length, width, and wheelbase. The Voyah Passion lineup currently includes both plug-in hybrid (PHEV) and fully electric (BEV) variants. The PHEV uses a 43 kWh lithium battery providing an estimated 163 miles of electric range and a total range of up to 783 miles
energyelectric-vehiclehybrid-technologybattery-technologyadvanced-driver-assistance-systemLiDARHuaweiUnitree’s glass-shattering robot dog scales slopes, carries loads
Unitree Robotics has unveiled its latest quadruped robot dog, the A2, designed for demanding industrial applications with enhanced mobility, endurance, and performance. Weighing about 82 pounds (37 kg), the A2 features 12 degrees of freedom and powerful motors delivering up to 180 Nm of torque, enabling it to carry loads up to 55 pounds (25 kg) and support standing loads of 220 pounds (100 kg). The robot can navigate challenging terrain, including climbing 45° slopes, ascending 30 cm stairs, and traversing rough pathways with agility. Equipped with front and rear industrial-grade LiDAR sensors, an HD camera, and a front light, the A2 can detect and respond to its environment in real time, ensuring precise movement and stability. The A2 demonstrates remarkable agility and durability, as showcased in a promotional video where it performs backflips, balances on one leg, and even crashes through glass without losing functionality. Its 12 high-density motors allow
robotquadruped-robotindustrial-robotLiDARrobot-dogroboticsautonomous-navigationAeva strikes lidar chip-making deal with LG subsidiary
Aeva Technologies, a U.S.-based company specializing in 4D LiDAR sensing systems, has entered a manufacturing partnership with LG Innotek, the components and materials subsidiary of South Korea’s LG. Under the deal, LG Innotek will manufacture and supply Aeva’s Atlas Ultra 4D LiDAR sensors primarily for the automotive sector, targeting some of the top 10 global passenger vehicle OEMs. LG Innotek will also invest up to $50 million in Aeva, acquiring about a 6% equity stake. The partnership aims to eventually expand the use of Aeva’s LiDAR technology into consumer electronics, robotics, and industrial automation. Aeva’s 4D LiDAR technology differs from conventional LiDAR by using Frequency Modulated Continuous Wave (FMCW) sensing, which measures both distance and velocity for every pixel in real time, providing richer data akin to moving from black-and-white to color imaging. The company has miniaturized the entire LiDAR system
LiDARroboticsautomotive-technologysilicon-photonicssensor-technologyindustrial-automationsmart-infrastructurePUDU Sweeps With New Industrial Scale Roomba
The article introduces the PUDU MT1 VAC, a new industrial-scale robotic vacuum designed to compete with and potentially surpass the capabilities of the popular Roomba. Unlike typical consumer models, the PUDU MT1 VAC is built to handle larger spaces and higher traffic environments, making it suitable for commercial or industrial use. The device incorporates advanced technologies such as AI and LiDAR to enhance its navigation, efficiency, and cleaning performance. These innovations suggest a significant step forward in automated vacuum technology, potentially setting a new standard for large-scale cleaning solutions. By leveraging AI and LiDAR, the PUDU MT1 VAC can more effectively map and adapt to complex environments, improving its operational effectiveness compared to traditional robotic vacuums. The article implies that this development could reshape expectations for automated cleaning in industrial and commercial settings.
robotAILiDARautomated-vacuumindustrial-robotrobotics-technologycleaning-robotVideo: China’s missile defense-style mosquito zapping laser kills 30 bugs per second
A Chinese company has developed a laser-based mosquito-killing device called Photon Matrix, which reportedly can eliminate up to 30 mosquitoes per second. Utilizing advanced LiDAR technology, the device identifies and targets mosquitoes by detecting their size, angle, and location within three milliseconds, then fires a low-powered laser to neutralize them. Designed to be safe for humans and pets, Photon Matrix scans a 90-degree area and avoids firing if larger objects are detected nearby. The basic version has a range of about 3 meters, while the pro version extends to 6 meters, with prices starting at $468 and $668 respectively on Indiegogo, where the crowdfunding campaign has already met its initial goal. Photon Matrix aims to address the global health threat posed by mosquitoes, which transmit diseases like Malaria, Dengue, Chikungunya, and Encephalitis, causing millions of cases and over 100,000 deaths annually. The device is compact, waterproof, and can be powered by portable power
laser-technologymosquito-controlLiDARenergy-efficient-devicespest-managementoutdoor-gadgetssmart-defense-systemPenny-sized laser captures motion at 10 quintillion frames per second
laserLiDARautonomous-vehiclesoptical-metrologysynthetic-materialsprecision-measurementchip-scale-technology