#Autonomous Driving

Agricultural Machinery Engineering September 3, 2026

Agricultural Machinery Engineering 101: The Combine Harvester — From Cutting to Cleaning and Automation

The head-feeding combine harvester that cuts rice, threshes it, separates the grain, and stores it in a tank. This article reads the combine as mechanical engineering — why it originated in Japan, the internal material flow, the equations used to measure loss, yield/quality sensors, the published specs of current models, and where autonomous operation and electrification stand today.

Fundamentals · 18 min Agricultural Machinery Engineering September 3, 2026

Agricultural Machinery Engineering 101: The Tractor — From Traction and PTO to the Three-Point Linkage and Autonomous Driving

A tractor is a portable power source that splits the engine's output among wheels/crawlers, the PTO, and the hydraulic three-point linkage. This article explains, as mechanical engineering, traction and slip, tillage-depth control, RTK-GNSS, soil/yield sensors, and where electrification stands.

Fundamentals · 18 min Connected & Autonomous Driving September 3, 2026

HD Maps — Lane-Level Maps for Autonomous Driving

An HD map represents lanes, boundaries, signs, elevation, and connectivity as machine-readable data. This guide explains how it differs from a SLAM map, how localization works, and why freshness and uncertainty matter.

Fundamentals · 5 min Sensors & Hardware August 28, 2026

How Ultrasonic Sensors Work and Key Products — Bosch, Murata, Toyota ICS

An ultrasonic sensor measures a nearby obstacle's distance from the round-trip time of an ultrasonic pulse — the acoustic counterpart to LiDAR. It can see straight through what trips up optical sensors, transparent glass and black objects included, but its effective range tops out at a few meters. We work through bat-echolocation research, sonar's development in the First World War, the Bosch USS Gen 6's measured range, the Murata MA40S4S and MaxBotix modules that are staples of robotics, and the real-world example of Toyota's eight-sensor Intelligent Clearance Sonar — and how each of these changes what performance you actually get.

Fundamentals · 10 min Sensors & Hardware August 22, 2026

How Radar Works and Key Products — Continental, Bosch, Honda SENSING

Millimeter-wave radar measures distance and relative velocity from the reflection of radio waves, making it the sensor most resistant to rain, fog, glare, and other adverse conditions that give optical sensors trouble. We work through how FMCW's beat frequency yields distance and velocity simultaneously, radar's technology lineage running back to Chain Home in the Second World War, Tesla's abandonment and later reinstatement of radar, the 4D imaging specs of the Continental ARS540, and the real-world example of Honda SENSING 360's five-radar 360-degree coverage — and how each of these changes the range/field-of-view/resolution trade-off.

Fundamentals · 9 min Sensors & Hardware August 16, 2026 Lab

How GNSS Works and Key Products — u-blox, Trimble, Fixposition

RTK combines satellite positioning with correction data from a base station, shrinking the several-meter error of standalone GNSS positioning down to centimeter level. We work through how dual-frequency positioning cancels ionospheric delay, how u-blox's ZED-F9P drove low-cost RTK into the mainstream, Trimble RTX and Japan's own Michibiki (QZSS), and the real-world example of Kubota's nationwide network of 342 RTK base stations for farm machinery — and how each of these changes what positioning accuracy you actually get.

Fundamentals · 13 min Sensors & Hardware August 10, 2026

How IMUs Work and Key Products — Xsens, Bosch, Analog Devices

An IMU pairs an accelerometer with a gyroscope to directly sense a vehicle's own translational acceleration and rotational rate. Unlike cameras or LiDAR, it depends on nothing external — but that self-containment comes with an inescapable fate: error accumulates over time (drift). We work through the MEMS gyroscope principle, Allan-variance noise analysis, the grading scale from consumer chips to navigation-grade modules, and Xsens's MTi series product strategy.

Fundamentals · 10 min Sensors & Hardware July 29, 2026

How Stereo Cameras Work and Key Products — ZED 2i, Subaru EyeSight

A stereo camera triangulates distance from the disparity between two lenses, solving the absolute-scale problem that fundamentally limits monocular cameras. We look at real specs from the Stereolabs ZED 2i, Luxonis OAK-D, and e-con Systems TARA, and trace the baseline-length tradeoff through the evolution of Subaru's EyeSight, which has shipped on over 5 million vehicles since 2008 — plus the story of how EyeSight's creator left Subaru to found his own stereo-vision startup.

Fundamentals · 8 min Sensors & Hardware July 23, 2026

How Monocular Cameras Work and Key Products — Mobileye, Tesla, Continental

A monocular camera reads lane lines, signs, and obstacles through a single lens, gaining low cost and a small footprint at the price of a fundamental limitation — a single image alone cannot fix absolute distance. We look at real examples from Mobileye EyeQ6L, Tesla HW4, Continental MFC500, and comma.ai to see how each works around that constraint, and trace how a Hebrew University lab became Mobileye and was acquired by Intel for over $15 billion, plus Tesla's 2021 decision to "delete" radar from Tesla Vision.

Fundamentals · 8 min Sensors & Hardware July 19, 2026

How LiDAR Works and Key Products — Livox, Velodyne, Hesai

LiDAR measures distance from the round-trip time of light, from the rotating Velodyne Puck to the non-rotating Livox Mid-360S that drove costs down, to the Chinese players Hesai and RoboSense. We compare real specs from actual products in production — and trace the industry's real backstory, from the DARPA Grand Challenge to the DJI spinoff to the collapse of Volvo's deal with Luminar.

Fundamentals · 10 min