Modern car cockpit in dim garage

Automated Parking: Why Path Planning Is the Easy Part

The trajectory math was solved decades ago. Here's where the actual engineering effort goes instead.

Driver's view with speed limit display

Traffic Sign Recognition: From Pixel to Decision in Three Pipeline Stages

Detection finds it, classification names it, temporal fusion decides whether to trust it. Here's the full path.

Side mirror reflections on highway drive

Blind Spot Detection: What Drivers Get Wrong About It

Not a driver-facing FAQ. A corrective for the misconceptions that show up in our own sales decks first.

Driving on a highway with lane assist

Lane Keeping Assist: The Fight Between the System and the Driver's Hands

A conversation that actually happened, more or less, over a whiteboard and two cold coffees.

Calm drive with adaptive cruise control

What Adaptive Cruise Control Actually Feels Like to Tune

Process noise tuning matters more than your motion model — and jerk matters more than either, if you're the one sitting in the passenger seat.

HUD alert on city street

Inside AEB: The Millisecond Decision Between a Warning and a Brake

LKA/LDW, TSR, ACC, BSD — none of them carry the same weight as this one. AEB is the feature where a wrong call in either direction has real consequences.

Sleek car bumper with sonar sensor

Ultrasonic Parking Sensors: The Physics Nobody Questions Until It's Wrong

It's an echo. That's the whole idea. Here's where the idea quietly breaks.

Radar sensor module on datasheet workspace

Reading a Radar Datasheet Like an Engineer, Not a Salesperson

Every number on that page is true. Not all of them are true in the way you're about to assume.

Sensor fusion debug in action

Camera-Radar Time Sync: The 40ms Bug

A missed PTP correction cost four car-lengths of tracking error at speed.