Analysis of Dynamic Errors in Estimating Parameters of Structurally Uncertain Measurement Processes Based on Quasioptimal Intellectual Algorithms of Combined Maximum Principle

被引：0

作者：

Kostoglotov, A. ^{[1
]}

Lazarenko, S. ^{[1
]}

Pugachev, I ^{[1
]}

Kornev, A. ^{[2
]}

机构：

[1] Rostov State Transport Univ, Don State Tech Univ, Rostov Na Donu, Russia

[2] Minist Def, Main Sci Metrol Ctr, Fed State Budgetary Inst, Mytishchi, Russia

来源：

2018 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING, APPLICATIONS AND MANUFACTURING (ICIEAM) | 2018年

关键词：

adaptive dynamic filter; dynamic error; dynamic motion model; estimation; missing data; the variational Hamilton-Ostrogradsky principle; structural uncertainty; SYSTEMS;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Measurement processes which structural uncertainties are due to missing data, missed information in measurements, etc. are considered. A new algorithm for estimating the parameters of measurement processes is built on the basis of a structurally-adaptive model with dynamic properties which are due to the correspondence to the Hamilton-Ostrogradsky principle. The intellectual properties of the estimation appear in the adaptation of the dynamics of an evolutionary model to the dynamics of the occurring measurement processes. Mathematical modeling shows that their use makes it possible to reduce the errors in the estimation of dynamic processes compare to the "alpha-beta" filter under conditions of missing data by an average of 12%.

引用

页数：5

共 5 条

[1] Synthesis of Adaptive Algorithms for Estimating the Parameters of Angular Position Based on the Combined Maximum Principle
Kostoglotov, Andrey l
Lazarenko, Sergey
Penkov, Anton
Kirillov, Igor
Manaenkova, Olga
PROCEEDINGS OF THE THIRD INTERNATIONAL SCIENTIFIC CONFERENCE INTELLIGENT INFORMATION TECHNOLOGIES FOR INDUSTRY (IITI'18), VOL 1, 2019, 874 : 107 - 115
[2] The Synthesis of the Algorithms for State Estimation and the Parameters of Measurement Converters Based on the Combined Maximum Principle in the Problems of Dynamic Error Correction
Lazarenko, Sergey Valerievich
Pugachev, Igor Vladimirovich
Kostoglotov, Andrey Aleksandrovich
Deryabkin, Igor Vladimirovich
Andrashitov, Dmitriy Sergeevich
2017 INTERNATIONAL CONFERENCE ON MECHANICAL, SYSTEM AND CONTROL ENGINEERING (ICMSC), 2017, : 292 - 296
[3] A Method for Synthesis of Algorithms to Estimate the Dynamic Error of Measurement System Software on the Basis of the Combined Maximum Principle
A. A. Kostoglotov
D. S. Andrashitov
A. S. Kornev
S. V. Lazarenko
Measurement Techniques, 2019, 62 : 497 - 502
[4] A Method for Synthesis of Algorithms to Estimate the Dynamic Error of Measurement System Software on the Basis of the Combined Maximum Principle
Kostoglotov, A. A.
Andrashitov, D. S.
Kornev, A. S.
Lazarenko, S., V
MEASUREMENT TECHNIQUES, 2019, 62 (06) : 497 - 502
[5] Adaptation of Discrete Estimation Algorithms According State Model and Shaping Noise Parameters Based on the Combined Maximum Principle
Kostoglotov, Andrey
Deryabkin, Igor
Lazarenko, Sergey
Pugachev, Igor
Kuznetsov, Anton
PROCEEDINGS OF 2016 IEEE EAST-WEST DESIGN & TEST SYMPOSIUM (EWDTS), 2016,

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