Related Experiment Video
Updated: May 1, 2026

Data Acquisition Protocol for Determining Embedded Sensitivity Functions
Published on: April 20, 2016
Normalizing and scaling of data to derive human response corridors from impact tests
Narayan Yoganandan1, Mike W J Arun1, Frank A Pintar1
1Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI 53226, USA.
This review examines methods for normalizing and scaling human cadaver (Post-Mortem Human Subjects) impact responses. It discusses techniques used for over 40 years to create biofidelity corridors for crash test dummies.
Area of Science:
- Biomechanics and Injury Biomechanics
- Human Subject Research in Impact Dynamics
Background:
- Biological variability necessitates normalization and scaling of Post-Mortem Human Subject (PMHS) impact data.
- Standardized responses are crucial for assessing anthropomorphic test device (ATD) biofidelity and designing safety systems.
- Existing methods for normalization and scaling have been applied for over four decades in crashworthiness research.
Purpose of the Study:
- To survey and critically evaluate diverse approaches for normalizing and scaling PMHS impact responses.
- To analyze methods used to derive biofidelity corridors for ATDs in impact environments.
- To provide insights into the efficacy of different normalization and scaling techniques.
Main Methods:
- Review of established normalization and scaling methodologies, including equal-stress/equal-velocity and impulse-momentum.
- Discussion of variations and alternative approaches for deriving human impact corridors.
- Analysis of methods for generating temporal mean and standard deviation corridors from time-varying responses.
Main Results:
- Identification of pros and cons associated with various normalization and scaling techniques.
- Examples from recent impact tests illustrate the application and potential efficacy of different approaches.
- The study highlights the importance of considering experimental design parameters in human impact testing.
Conclusions:
- No single method is universally superior; the choice depends on specific research objectives and data.
- Continued refinement of normalization and scaling techniques is needed for accurate ATD biofidelity assessment.
- Recommendations are provided for future biomechanical studies involving human impact tests.
More Related Videos
Related Concept Videos
Methods of Medium Optimization
Response Surface Methodology
The process of RSM involves several key steps:
Introduction to Normal Distributions
Dose Response Curve: Conventional Versus Nonmonotonic
Impact Loading
In cases of elastic deformation,...
Applications of Normal Distribution
The heights of 15 to 18-year-old males from Chile from 1984 to 1985 followed a normal distribution. The mean height is 172.36...

