Sensors & Perception
How robots see and feel the world. We cover LiDAR, depth sensors, tactile skins, event cameras and the SLAM algorithms that stitch it all together.
Topics in Sensors & Perception
24 articles
A grounded analysis of solid-state LiDAR, Time-of-Flight, and stereo depth cameras currently available in the market, with a focus on pilot deployments, technical specifications, and India-specific pricing availability.
An analysis of commercial tactile skin technologies including GelSight, BioTac, and capacitive arrays. We evaluate shipping hardware readiness, technical performance, and availability within the Indian market, avoiding marketing hype in favor of spec sheets and deployment data.
An evidence-based analysis of Simultaneous Localisation and Mapping (SLAM) and Visual Inertial Odometry (VIO). This article evaluates ORB-SLAM architectures, LiDAR versus Visual sensor trade-offs, and the practical implications for the Indian robotics market, avoiding speculation in favor of deployed hardware specifications.
A technical assessment of Dynamic Vision Sensors (DVS) for robotics. This article evaluates hardware availability, technical specifications, and realistic deployment scenarios in the Indian market, distinguishing between shipping products and conceptual announcements.
An analysis of shipping solid-state LiDAR, ToF, and stereo depth sensors for robotics in India. This article prioritizes hardware availability, deployment pilots, and landed costs over announcements.
An engineering assessment of GelSight, BioTac, and capacitive arrays, focusing on shipping status, technical maturity, and Indian market availability with landed cost estimates.
An analysis of Simultaneous Localization and Mapping (SLAM) technologies, focusing on ORB-SLAM, Visual-Inertial Odometry (VIO), and practical deployment challenges in commercial robotics.
Event cameras offer low latency and high dynamic range, crucial for fast-moving robots. This article examines current hardware, practical deployments, and India-specific availability without marketing hype.
A grounded analysis of solid-state LiDAR, Time-of-Flight, and stereo depth sensors currently shipping in robotic systems. This article grades claims by hardware availability, reviews spec sheets, and provides landed cost estimates for the Indian market.
An analysis of GelSight, BioTac, and capacitive skins focusing on shipping hardware, pricing, and India availability for humanoid robotics.
An evaluation of ORB-SLAM, VIO, and modern map-building technologies, grading claims by shipping hardware and pilot deployments rather than academic benchmarks. Focus on India-specific availability, hardware constraints, and landed cost estimates for robotics integrators.
Event cameras (Dynamic Vision Sensors) offer microsecond latency and high dynamic range for robotics but face adoption hurdles regarding texture recognition and cost. This analysis grades available hardware, India availability, and practical deployment constraints without marketing hype.
A grounded assessment of currently shipping LiDAR and depth sensors for humanoid robots, grading claims by hardware availability, pilot deployments, and pricing in the Indian market.
This article examines GelSight, BioTac, and capacitive arrays based on available shipping hardware, pilot data, and manufacturer specifications, with specific attention to India market entry and landed costs.
A grounded analysis of Simultaneous Localization and Mapping (SLAM) technologies currently available for humanoid and service robots, focusing on hardware realities, algorithmic constraints, and Indian market deployment costs.
A technical assessment of Dynamic Vision Sensors (DVS) focusing on shipping hardware, latency benefits, and market availability in India.
An editorial analysis of Simultaneous Localisation and Mapping (SLAM) technologies, focusing on Visual-Inertial Odometry (VIO) and ORB-SLAM3. We evaluate hardware constraints, map-building fidelity, and the commercial availability of SLAM-capable sensors within the Indian robotics ecosystem.
Event cameras offer low-latency vision for high-speed robotics, but adoption faces resolution and ecosystem hurdles. This report evaluates shipping hardware, pricing, and practical deployment challenges in the Indian market.
An evidence-based review of solid-state LiDAR, ToF cameras, and stereo depth sensors currently available in India. This article distinguishes between shipping hardware and concept announcements, providing landed cost estimates and deployment realities for robotics integrators.
An evidence-based review of tactile skin technologies including GelSight, BioTac, and capacitive arrays, focusing on shipping hardware, deployment status, and India market availability.
An evidence-based analysis of solid-state LiDAR, Time-of-Flight, and stereo depth sensors. We grade claims by shipping hardware and pilot deployments, focusing on availability and pricing in the Indian market.
An evidence-based analysis of optical, fluidic, and capacitive tactile skin technologies. This article grades current hardware availability, distinguishes between pilot deployments and commercial products, and evaluates the practical implications for Indian humanoid robotics integration.
An evidence-based analysis of SLAM, VIO, and map-building technologies in shipping humanoid and mobile robots, focusing on India availability, sensor costs, and deployment constraints.
An investigative look at neuromorphic vision sensors for robotics. We analyze shipping hardware, current deployment status in India, and the gap between technical specifications and real-world integration.