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Suresh Madhu

Autonomous Mobile RobotsCamera ApplicationsTechnology Deep Dive

How Multi-Sensor Fusion of Camera, LiDAR, and IMU Drives Reliable AMR Operation

Suresh Madhu
by Suresh Madhu
AMR solutions can automate up to 80% of non-conveyed material movement and reduce inventory needs by up to 30%. Gains like that depend on perception that stays reliable during real material handling. However, reliable AMR operation depends on what the robot can confirm while the material is already moving. Route......
Autonomous Mobile RobotsCamera Applications

Camera Reliability in ASRS: Why a Single Point of Failure Can Slow Down the Entire System

Suresh Madhu
by Suresh Madhu
In ASRS, any camera failure rarely appears as an obviously visible hardware issue. Instead, it shows up inside the automation flow, where the control system needs visual confidence before clearing the next movement, handoff, placement, or recovery step. The camera may be a small part of the machine, but the......
Autonomous Mobile RobotsCamera Applications

How to Select the Right Barcode Scanning Camera for Warehouses: A Practical Guide

Suresh Madhu
by Suresh Madhu
Suresh MadhuSuresh Madhu is the product marketing manager with 16+ years of experience in embedded product design, technical architecture, SOM product design, camera solutions, and product development. He has played an integral part in helping many customers build their products by integrating the right vision technology into them....
Autonomous Mobile RobotsCamera Applications

What Makes Rugged USB Cameras So Important in Delivery Robots: From Navigation to Cargo Monitoring

Suresh Madhu
by Suresh Madhu
Delivery robots rely on camera feeds for navigation, cargo visibility, obstacle awareness, and remote supervision. But real-world deployments involve placing those cameras in rain, dust, glare, low light, tight compartments, and collision-prone points. Rugged USB cameras address these demands through durable enclosures, driver-free USB integration, and more. So it is...
Camera ApplicationsMobilityRGB-IRTechnology Deep Dive

Why STURDeCAM57’s On-Camera RGB & IR Frame Processing Changes Everything for DMS

Suresh Madhu
by Suresh Madhu
Most discussions about RGB-IR cameras focus on what they capture. The more consequential question for engineers building DMS systems is what happens to that data after it leaves the sensor, specifically, who does the processing, and what it costs the system when that work lands in the wrong place. e-con......
Camera ApplicationsOur Product InsightsPlatform CamerasRGB-IRTechnology Deep Dive

How e-con Systems’ Latest RGB-IR Global Shutter Camera Empowers Industrial Automation & Robotics

Suresh Madhu
by Suresh Madhu
Industrial vision systems are held to a different standard than consumer cameras since their error rates have direct production consequences. e-con Systems' STURDeCAM57 combines global shutter capture, RGB-IR dual streaming, integrated 940nm IR illumination, an onboard ISP, a GMSL interface, and an IP67-rated enclosure in a single unit built for...
Camera ApplicationsMobilityOur Product InsightsRGB-IRTechnology Deep Dive

What Makes e-con Systems’ STURDeCAM57 An Ideal Camera for Driver & Occupant Monitoring

Suresh Madhu
by Suresh Madhu
Driver and occupant monitoring systems place different demands on in-cabin imaging. e-con Systems’ STURDeCAM57 addresses both through a 5MP global shutter sensor, separate RGB and IR streaming, integrated 940nm IR LEDs, and a built-in ISP. The RGB-IR capability supports facial analysis for driver monitoring and improves passenger/object classification for occupant...
Camera ApplicationsMobilityOur Product InsightsRGB-IRTechnology Deep Dive

e-con Systems Launches STURDeCAM57: A 5MP Global Shutter RGB-IR GMSL2 Camera

Suresh Madhu
by Suresh Madhu
Introducing STURDeCAM57, a 5MP global shutter RGB-IR camera from e-con Systems® designed to deliver reliable, context-aware imaging using a single camera. By capturing and processing both color and infrared data within the camera, it simplifies system design and enables consistent vision across diverse applications. Explore its key features and applications...
Camera ApplicationsMobilityOur Product InsightsPlatform CamerasRGB-IRTechnology Deep Dive

Top 5 Features of STURDeCAM57: A 5MP Global Shutter RGB-IR Camera and its Key Applications

Suresh Madhu
by Suresh Madhu
Suresh MadhuSuresh Madhu is the product marketing manager with 16+ years of experience in embedded product design, technical architecture, SOM product design, camera solutions, and product development. He has played an integral part in helping many customers build their products by integrating the right vision technology into them....
3D Depth CamerasAutonomous Mobile RobotsCamera ApplicationsMobilityOur Product InsightsTime-of-Flight (ToF)

How 3D iToF Cameras Enable Reliable Perception in AMRs & Robotic Picking Systems

Suresh Madhu
by Suresh Madhu
Autonomous Mobile Robots (AMRs) and robotic picking systems operate in dynamic, cluttered environments where a misinterpretation of depth, by even a few centimeters, can trigger a cascade of failures. No wonder that in today’s automated warehouses and factories, the margin for error is smaller than ever before. For instance, an......