TL;DR

Impact Feature Space, in under two minutes.

The full site goes deep. This page doesn't. Here's the shape of the idea, the headline numbers, and where to go for more.

THE IDEA

Standard wearable sensors report peak linear acceleration and peak rotational velocity — two numbers summarizing an entire impact. That's a rough measure of intensity. It says nothing about the shape of the event: how long it lasted, how rotation and translation were related, what frequencies it contained.

Impact Feature Space (IFS) represents each recorded head-motion event as a point in a multidimensional space instead — reading the waveform for what it was and how it happened, not just how big it was.

EIGHTY YEARS, ONE PARAGRAPH

Rotation was identified as the likely mechanism of concussive brain injury back in 1943. The instruments used to monitor athletes today still mostly report a single peak number. Even the newest scalar criterion, BrIC (2013), still only answers "how much" — just about a different axis. IFS is an attempt to finally ask "what kind."

2 of 6
components explain 96% of peak-metric variance — one dimension: intensity.
14 of 111
components needed for IFS to reach 80% variance — several independent dimensions.
55.3%
of IFS variance is orthogonal to every peak metric combined.
SIX DOMAINS
01

Structural waveform

Shape, timing, amplitude — is the event a sharp transient or a sustained load?

02

Spectral & time-frequency

Frequency content, and how it evolves over the event.

03

Coupling & causality

How rotation and translation relate — timing, correlation, shared information.

04

Directional geometry

Which direction the motion concentrates in, and how stable that direction stays.

05

Anatomical-plane decomposition

Rotational energy split into axial, coronal, and sagittal components.

06

Signal complexity & regularity

How patterned or irregular the waveform is, independent of size or frequency.

WHERE IT'S HEADED

Validated so far on elite women's ice hockey. Under exploratory, unpublished consideration: soccer heading, American football, boxing, figure skating falls — each would need its own validation before it means anything.

Want the full picture?

The complete site covers the framework, the evidence, applications, and the full reference list.