Accelerometer-Based Longitudinal Center of Gravity Estimation with Lateral Acceleration Compensation
Abstract
Spatially separated accelerometers and measured rotational motion can enable estimation of an aircraftโs longitudinal center-of-gravity (CG) location. Because the unrestricted rigid-body governing equations form an underdetermined system, the problem is reduced by assuming known lateral and vertical CG coordinates. The resulting estimator uses the lateral acceleration equation, where sensitivity to longitudinal CG is governed by the rotational excitation term ๐_21 = ๐๐ + ๐ฬ. Three representations of lateral acceleration at the CG are evaluated: a zero- acceleration assumption, a linear sideslip angle model, and a model based on sideslip angle and true airspeed squared. Each model is calibrated using known CG data and tested on independent simulation and experimental flight maneuvers using pointwise, fixed-window, and sliding- window estimation. Results show that adequate rotational excitation and accurate lateral acceleration modeling are both necessary for reliable estimation. Adding sideslip information consistently improves performance over the zero-acceleration assumption, while airspeed scaling provides additional but condition-dependent benefits. For the evaluated experimental maneuver, the beta-and-airspeed model produced a full-window CG estimate within 0.0283 m of the known location, although pointwise and sliding-window errors remained substantially larger. Overall, the results demonstrate the feasibility of a maneuver-based, windowed longitudinal CG estimator while highlighting its sensitivity to measurement quality, maneuver design, and lateral acceleration model error.
Publication Date
8-5-2026
Document Type
Thesis
Student Type
Graduate
Degree Name
Mechanical Engineering (MS)
Department, Program, or Center
Mechanical Engineering
College
Kate Gleason College of Engineering
Advisor
Agamemnon Crassidis
Advisor/Committee Member
Byron Erath
Advisor/Committee Member
Jason Kolodziej
Recommended Citation
Wynne, John, "Accelerometer-Based Longitudinal Center of Gravity Estimation with Lateral Acceleration Compensation" (2026). Thesis. Rochester Institute of Technology. Accessed from
https://repository.rit.edu/theses/12776
Campus
RIT โ Main Campus
