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Keeping flapping-wing robots stable during disturbances

Researchers developed a disturbance observer to compensate for external disturbances, allowing the robot to reject disturbances while maintaining stable flight. The approach reduced the X-axis position error by 53.1% and improved overall stability.

SourceChiba University·JournalControl Engineering Practice·TypeExperimental study·DateAug 4, 2026

New spinning drone hides in plain sight

Northwestern University engineers created a drone called Phantom Twist that harnesses motion blur to blend into its surroundings. The drone spins up to 25 times per second, making it difficult for humans to see clearly, and can potentially monitor wildlife or inspect infrastructure with less disruption.

SourceNorthwestern University·DateJul 16, 2026

New flapping robot swims and flies like a diving bird

A new robot designed by MIT engineers can swim underwater and fly through the air, mimicking the abilities of diving birds. The robot's wing flapping frequency and tail angle were adjusted to enable a smooth transition from swimming to flying.

SourceMassachusetts Institute of Technology·JournalScience·DateJul 9, 2026

Giving drones a sense of “pain”: a new way to predict instability before it happens

Researchers from Delft University of Technology developed a new way to predict drone instability using critical slowing down, a phenomenon from ecology and climate science. This approach can help detect system failures in real-time, allowing for adaptive strategies to maintain flight despite damage.

SourceDelft University of Technology·JournalProceedings of the National Academy of Sciences·DateJul 2, 2026
SAMSUNG T9 Portable SSD 2TB

SAMSUNG T9 Portable SSD 2TB transfers large imagery and model outputs quickly between field laptops, lab workstations, and secure archives.

Flying robot rides the wind like a bird

Scientists created a shape-changing flying robot named Floaty that can fly efficiently while staying stable in the air. By adjusting its flaps to control air resistance, Floaty balances itself and recovers from disturbances.

SourceMax Planck Institute for Intelligent Systems·Journalnpj Robotics·TypeExperimental study·DateJun 22, 2026

New research enables a robot to chart a better course

A new open-source trajectory-planning system, MIGHTY, has been developed by researchers at MIT and the University of Pennsylvania. The system enables robots to generate smooth flight paths while reacting to obstacles in real-time, making it suitable for applications such as search-and-rescue, last-mile delivery, and industrial inspection.

SourceMassachusetts Institute of Technology·JournalIEEE Robotics and Automation Letters·DateMay 19, 2026

Honeybees teach drones how to navigate

A team of scientists has developed a novel navigation strategy inspired by honeybees, allowing small robots to travel far away from home and return successfully. The 'Bee-Nav' system uses a neural network to process panoramic images of the environment, enabling lightweight, safe robots to navigate on their own.

SourceDelft University of Technology·JournalNature·TypeExperimental study·DateMay 13, 2026

Bats inspire advance in aerial robots

Researchers at Worcester Polytechnic Institute developed a palm-sized aerial robot that uses ultrasound sensors and AI to navigate through fog, smoke, and other difficult conditions. The drone achieved a success rate of 72% to 100% in navigating challenging courses during 180 tests.

SourceWorcester Polytechnic Institute·JournalScience Robotics·DateMar 25, 2026

Drones with low-cost air quality sensors can improve air quality monitoring

A drone equipped with low-cost air quality sensors has revealed unexpectedly high concentrations of particulate matter at around 100 meters above ground level in Delhi. The findings suggest that current model simulations underestimate PM2.5 mass concentrations during morning haze episodes, highlighting the need for better mitigation st...

SourceDelft University of Technology·Journalnpj Clean Air·TypeExperimental study·DateFeb 11, 2026
DJI Air 3 (RC-N2)

DJI Air 3 (RC-N2) captures 4K mapping passes and environmental surveys with dual cameras, long flight time, and omnidirectional obstacle sensing.

Misleading text in the physical world can hijack AI-enabled robots

Researchers have identified a new vulnerability in AI-powered robots, where malicious text on signs or objects can hijack their decision-making. The study, led by UC Santa Cruz professors Alvaro Cardenas and Cihang Xie, presents the first academic exploration of environmental indirect prompt injection attacks against embodied AI systems.

SourceUniversity of California - Santa Cruz·DateJan 26, 2026

FIU cybersecurity researchers develop midflight defense against drone hijacking

Florida International University researchers have developed a defensive system called SHIELD that can detect and neutralize cyberattacks on drones in real time. The system allows the drone to finish its mission while providing robust recovery mechanisms, making it crucial for securing commercial drone use across industries.

SourceFlorida International University·TypeExperimental study·DateOct 7, 2025

Researchers at IIT have demonstrated that a humanoid robot can fly

Researchers at IIT have successfully demonstrated the first flight of a humanoid robot, iRonCub3, which can lift off the floor and maintain stability. The robot's AI-powered control system enables it to handle high-speed turbulent airflows, extreme temperatures, and complex dynamics.

SourceIstituto Italiano di Tecnologia - IIT·JournalCommunications Engineering·TypeExperimental study·DateJun 18, 2025
Garmin GPSMAP 67i with inReach

Garmin GPSMAP 67i with inReach provides rugged GNSS navigation, satellite messaging, and SOS for backcountry geology and climate field teams.

RoboBee comes in for a landing

The Harvard RoboBee has been equipped with crane fly-inspired legs and an updated controller, allowing it to land safely on various surfaces. The robot's delicate actuators were protected by the improved design, which enabled controlled landing tests on a leaf and rigid surfaces.

SourceHarvard John A. Paulson School of Engineering and Applied Sciences·JournalScience Robotics·TypeExperimental study·DateApr 16, 2025

Hopping gives this tiny robot a leg up

Researchers created a hopping robot that can traverse challenging terrains, carry heavy payloads, and uses less energy than aerial robots. The robot's springy leg and flapping-wing modules enable it to jump over obstacles and adjust its orientation mid-air.

SourceMassachusetts Institute of Technology·JournalScience Advances·DateApr 9, 2025

UC Berkeley engineers create world’s smallest wireless flying robot

The new robot is shaped like a small propeller and uses an external magnetic field to generate lift and control its flight path. It is less than 1 centimeter in diameter and weighs only 21 milligrams, making it the world's smallest wireless flying robot capable of controlled flight.

SourceUniversity of California - Berkeley·JournalScience Advances·TypeExperimental study·DateMar 29, 2025
Sony Alpha a7 IV (Body Only)

Sony Alpha a7 IV (Body Only) delivers reliable low-light performance and rugged build for astrophotography, lab documentation, and field expeditions.

Submersible robot surfs water currents

Researchers developed a submersible robot that leverages vortices to boost efficiency in autonomous underwater vehicles. By 'surfing' vortex rings, CARL reduces energy consumption by one-fifth compared to traditional methods.

SourcePNAS Nexus·JournalPNAS Nexus·DateFeb 25, 2025

Bio-hybrid drone uses silkworm moth antennae to navigate using smell

Researchers developed a novel bio-hybrid drone by integrating robotic technology with biological odor sensors from insects, overcoming visual sensor limitations. The drone's enhanced performance enables accurate odor detection and tracking, broadening applications in gas sensing, disaster response, and rescue operations.

SourceShinshu University·TypeExperimental study·DateFeb 19, 2025

Engineers enable a drone to determine its position in the dark and indoors

MIT researchers have introduced a new system called MiFly that enables drones to self-localize in indoor, dark, and low-visibility environments. The system uses radio frequency waves reflected by a single tag placed in the environment, allowing the drone to estimate its trajectory with high accuracy.

SourceMassachusetts Institute of Technology·DateFeb 13, 2025

Paved with good inventions: Road management needs new technologies, simpler regulations and improved collaboration

Two EU-funded projects presented digital, robotic, and other technologies for improved road monitoring and maintenance, emphasizing the need for automation, data-driven solutions, and sustainability. High-level participants highlighted the importance of collaboration and regulation in paving the way for smarter infrastructure management.

SourceEuropean Science Communication Institute gGmbH·DateFeb 5, 2025
Kestrel 3000 Pocket Weather Meter

Kestrel 3000 Pocket Weather Meter measures wind, temperature, and humidity in real time for site assessments, aviation checks, and safety briefings.

MIT engineers help multirobot systems stay in the safety zone

A team of MIT engineers has developed a training method for multiagent systems that can guarantee their safe operation in crowded environments. The method enables agents to continually map their safety margins, allowing them to scale up to any number of agents while maintaining system safety.

SourceMassachusetts Institute of Technology·JournalIEEE Transactions on Robotics·DateFeb 3, 2025

Gwangju Institute of Science and Technology researchers develop cat's eye-inspired vision system for autonomous robotics

Researchers at GIST developed a cat's eye-inspired vision system that filters out unnecessary light and improves visibility in low-light conditions. The system promises to elevate the precision of drones, security robots, and self-driving vehicles, enabling them to navigate intricate environments with unparalleled accuracy.

SourceGIST (Gwangju Institute of Science and Technology)·JournalScience Advances·TypeExperimental study·DateOct 15, 2024
Apple iPhone 17 Pro

Apple iPhone 17 Pro delivers top performance and advanced cameras for field documentation, data collection, and secure research communications.

Who lives in the treetops? DNA-collecting drone provides insights

A DNA-collecting drone has been developed to identify species in tree canopies, providing insights into remote habitats. The drone's specialized fabric probe collects environmental DNA from leaves and branches, allowing researchers to identify organisms such as arachnids, insects, and monkeys.

SourceAmerican Chemical Society·JournalEnvironmental Science & Technology·DateSep 26, 2024

Beetle that pushes dung with the help of 100 billion stars unlocks the key to better navigation systems in drones and satellites

Researchers at the University of South Australia have developed an AI sensor that can accurately measure the orientation of the Milky Way in low light, using a technique inspired by the dung beetle. This system could improve navigation for drones and satellites in difficult lighting conditions.

SourceUniversity of South Australia·JournalBiomimetics·TypeComputational simulation/modeling·DateAug 21, 2024

Flying like a beetle

Scientists have unveiled that beetles' hindwings are passively deployed and retracted, leveraging the elytra to deploy and retract while flapping forces unfold the wings. This finding has potential applications in designing new microrobots that can fly in confined spaces.

SourceEcole Polytechnique Fédérale de Lausanne·JournalNature·DateJul 31, 2024
Apple AirPods Pro (2nd Generation, USB-C)

Apple AirPods Pro (2nd Generation, USB-C) provide clear calls and strong noise reduction for interviews, conferences, and noisy field environments.

Ant insights lead to robot navigation breakthrough

Researchers at TU Delft developed an insect-inspired navigation strategy for tiny, lightweight robots, allowing them to return home after long trajectories while requiring minimal computation and memory. The strategy combines visual breadcrumbs and step counting to enable autonomous navigation in cluttered environments.

SourceDelft University of Technology·JournalScience Robotics·TypeExperimental study·DateJul 17, 2024

Safe drone traffic in smart cities of the future

Eötvös Loránd University researchers develop first large-scale autonomous drone traffic solution, combining route planning and bio-inspired flocking models to avoid conflicts and manage remaining issues. The system can handle up to 5000 drones in two dimensions with varying speeds and priorities.

SourceEötvös Loránd University·JournalSwarm Intelligence·DateJul 15, 2024

Drone racing prepares neural-network AI for space

Researchers at Delft University of Technology use drone racing to test neural-network-based AI control systems planned for next-generation space missions. The goal is to achieve optimal onboard operations by continuously replanning trajectories, reducing resource consumption and boosting mission autonomy.

SourceDelft University of Technology·JournalScience Robotics·TypeExperimental study·DateJun 19, 2024
GQ GMC-500Plus Geiger Counter

GQ GMC-500Plus Geiger Counter logs beta, gamma, and X-ray levels for environmental monitoring, training labs, and safety demonstrations.

IEEE/CAA Journal of Automatica Sinica study presents novel protocol structure for achieving finite-time consensus of multi-agent systems

Researchers present a novel protocol structure for achieving global/semi-global finite-time consensus in multi-agent systems. The protocols use a hyperbolic tangent function to guarantee consensus and provide explicit calculation of settling time, making them practical for real-world applications.

SourceChinese Association of Automation·JournalIEEE/CAA Journal of Automatica Sinica·DateJun 12, 2024

Animal brain inspired AI game changer for autonomous robots

Researchers at Delft University of Technology developed a drone that flies autonomously using neuromorphic image processing and control based on the workings of animal brains. The drone's deep neural network processes data up to 64 times faster and consumes three times less energy than when running on a GPU.

SourceDelft University of Technology·JournalScience Robotics·TypeExperimental study·DateMay 15, 2024
Sky-Watcher EQ6-R Pro Equatorial Mount

Sky-Watcher EQ6-R Pro Equatorial Mount provides precise tracking capacity for deep-sky imaging rigs during long astrophotography sessions.

New privacy-preserving robotic cameras obscure images beyond human recognition

Researchers at the University of Sydney and Queensland University of Technology have developed a new approach to designing cameras that process and scramble visual information. The approach, known as 'sighted systems,' creates distorted images that can still be used by robots to complete tasks but do not compromise privacy.

SourceUniversity of Sydney·JournalJournal of Responsible Technology·TypeImaging analysis·DateApr 4, 2024

Revolutionizing drone navigation: AI algorithms take flight

Researchers at University of Missouri are developing software that allows drones to fly independently, perceiving and interacting with their environment while achieving specific goals. This technology has the potential to assist in mapping and monitoring applications, such as 3D or 4D advanced imagery for disaster response.

SourceUniversity of Missouri-Columbia·DateMar 26, 2024
Rigol DP832 Triple-Output Bench Power Supply

Rigol DP832 Triple-Output Bench Power Supply powers sensors, microcontrollers, and test circuits with programmable rails and stable outputs.

One person can supervise ‘swarm’ of 100 unmanned autonomous vehicles, OSU research shows

A team of researchers at Oregon State University has demonstrated that a swarm of over 100 autonomous ground and aerial robots can be supervised by one person. The study used virtual reality interface I3 to enable high-level control, allowing the commander to deploy systems without manually driving each individual vehicle.

SourceOregon State University·JournalField Robotics·TypeExperimental study·DateFeb 4, 2024

Towards more accurate 3D object detection for robots and self-driving cars

Researchers developed a network that combines 3D LiDAR and 2D image data to improve small object detection accuracy. The model outperformed existing methods in various noise conditions, with average precision improvements of up to 7.18%.

SourceRitsumeikan University·JournalIEEE Internet of Things Journal·TypeComputational simulation/modeling·DateJan 9, 2024

Scientists develop ‘flying dragon’ robot to fight fires from a distance

A Japanese research team developed a four-meter-long, remotely controllable flying firehose robot called the Dragon Firefighter. It can safely and efficiently extinguish fires by directly approaching flames. The robot will be deployed in real-world firefighting scenarios after approximately 10 more years of development.

SourceFrontiers·JournalFrontiers in Robotics and AI·TypeExperimental study·DateDec 22, 2023
Apple MacBook Pro 14-inch (M4 Pro)

Apple MacBook Pro 14-inch (M4 Pro) powers local ML workloads, large datasets, and multi-display analysis for field and lab teams.

The Long Jump: Athletic, insect-scale long jumping robots reach where others can't.

A team of engineers from the University of Illinois has developed a long-jumping robot with a lightweight elastomer body and artificial muscle made from coiled nylon fishing line. The robot can jump 60 times its body size in horizontal distance, opening up new possibilities for sensing and exploration applications.

SourceUniversity of Illinois Grainger College of Engineering·JournalSmart Materials and Structures·DateNov 13, 2023

Battery-free robots use origami to change shape in mid-air

Researchers at the University of Washington have developed small robotic devices that can change their shape in mid-air using a Miura-ori origami fold, enabling battery-free control over descent. The devices can transition from tumbling to falling states, allowing for precise landings in turbulent wind conditions.

SourceUniversity of Washington·JournalScience Robotics·DateSep 13, 2023

Challenge accepted: High-speed AI drone overtakes world-champion drone racers

A team of researchers from the University of Zurich and Intel has developed an AI system called Swift that can beat human champions in drone racing. The autonomous drone achieved the fastest lap, winning multiple races against three world-class champions, but human pilots proved more adaptable to changing conditions.

SourceUniversity of Zurich·JournalNature·TypeExperimental study·DateAug 30, 2023

Planning algorithm enables high-performance flight

MIT researchers developed a new algorithm that can execute complex maneuvers like loops and rolls for tailsitter aircraft, enabling agile trajectories with fast-changing accelerations. The algorithm uses differential flatness to ensure feasibility and planning in real-time.

SourceMassachusetts Institute of Technology·JournalIEEE Transactions on Robotics·DateAug 23, 2023
AmScope B120C-5M Compound Microscope

AmScope B120C-5M Compound Microscope supports teaching labs and QA checks with LED illumination, mechanical stage, and included 5MP camera.

Let the robot insect land and take off on the wall Utilizing hybrid power layout with flying–climbing transition control to complete biological behavior

A team of researchers from Nanjing University of Aeronautics & Astronautics developed a bionic robot that can complete smooth movement, including landing on a vertical wall, climbing along the wall, and taking off from the wall. The robot uses a flapping/rotor hybrid power layout to mimic insect's control of body posture.

SourceResearch·JournalResearch·TypeExperimental study·DateAug 5, 2023

Built to bounce back

Researchers at Arizona State University have designed a drone with an inflatable frame that can absorb impact forces and provide collision resilience. The drone's stiffness is tunable, allowing it to physically interact with its surroundings and accomplish tasks like perching, which involves controlled collisions.

SourceArizona State University·JournalSoft Robotics·TypeExperimental study·DateApr 20, 2023
GoPro HERO13 Black

GoPro HERO13 Black records stabilized 5.3K video for instrument deployments, field notes, and outreach, even in harsh weather and underwater conditions.

New algorithm keeps drones from colliding in midair

Researchers developed a robust multiagent trajectory-planner that enables drones to generate collision-free trajectories even with delayed communications. The system achieved a 100% success rate in simulations and flight experiments, guaranteeing safe group operations.

SourceMassachusetts Institute of Technology·DateMar 29, 2023

Resilient bug-sized robots keep flying even after wing damage

Researchers at MIT have created a way for tiny robots to recover from severe damage to their wings, enabling them to sustain flight performance. The development uses laser repair methods and optimized artificial muscles that can isolate defects and overcome minor damage, allowing the robot to continue flying effectively.

SourceMassachusetts Institute of Technology·JournalScience Robotics·DateMar 15, 2023
Aranet4 Home CO2 Monitor

Aranet4 Home CO2 Monitor tracks ventilation quality in labs, classrooms, and conference rooms with long battery life and clear e-ink readouts.

A fairy-like robot flies by the power of wind and light

Researchers at Tampere University have developed a polymer-assembly robot that can fly by the power of wind and be controlled by light. The fairy-like robot has several biomimetic features, including high porosity and lightweight structure, allowing it to float in the air and travel long distances with stability.

SourceTampere University·JournalAdvanced Science·DateJan 30, 2023