Enhancing Measurement Accuracy: The Impact of Missing Data on Parameter Estimation in Mass-Spring-Damper Systems

Michkath Omanda Bouraima; Steven Thompson; Maciej J. Zawodniok

doi:10.1109/TIM.2026.3676091

Enhancing Measurement Accuracy: The Impact of Missing Data on Parameter Estimation in Mass-Spring-Damper Systems

Michkath Omanda Bouraima
, Steven Thompson
, Maciej J. Zawodniok

Electrical and Computer Engineering

Missouri University of Science and Technology
Washington University St. Louis

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	1002412
Journal	IEEE Transactions on Instrumentation and Measurement
Volume	75
DOIs	https://doi.org/10.1109/TIM.2026.3676091
State	Published - 2026

ASJC Scopus Subject Areas

Instrumentation
Electrical and Electronic Engineering

Keywords

Cramer-Rao lower bound (CRLB)
mass-spring-damper
missing data
phase estimation
sensor data imputation

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10.1109/TIM.2026.3676091

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title = "Enhancing Measurement Accuracy: The Impact of Missing Data on Parameter Estimation in Mass-Spring-Damper Systems",

keywords = "Cramer-Rao lower bound (CRLB), mass-spring-damper, missing data, phase estimation, sensor data imputation",

author = "\{Omanda Bouraima\}, Michkath and Steven Thompson and Zawodniok, \{Maciej J.\}",

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year = "2026",

doi = "10.1109/TIM.2026.3676091",

language = "English",

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journal = "IEEE Transactions on Instrumentation and Measurement",

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T1 - Enhancing Measurement Accuracy

T2 - The Impact of Missing Data on Parameter Estimation in Mass-Spring-Damper Systems

AU - Omanda Bouraima, Michkath

AU - Thompson, Steven

AU - Zawodniok, Maciej J.

PY - 2026

Y1 - 2026

KW - Cramer-Rao lower bound (CRLB)

KW - mass-spring-damper

KW - missing data

KW - phase estimation

KW - sensor data imputation

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UR - https://www.scopus.com/pages/publications/105033615145#tab=citedBy

U2 - 10.1109/TIM.2026.3676091

DO - 10.1109/TIM.2026.3676091

M3 - Article

AN - SCOPUS:105033615145

SN - 0018-9456

VL - 75

JO - IEEE Transactions on Instrumentation and Measurement

JF - IEEE Transactions on Instrumentation and Measurement

M1 - 1002412

ER -

Enhancing Measurement Accuracy: The Impact of Missing Data on Parameter Estimation in Mass-Spring-Damper Systems

ASJC Scopus Subject Areas

Keywords

Access to Document

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