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Statically indeterminate problems are those where statics alone can not determine the internal forces or reactions. Consider a structure comprising two cylindrical rods made of steel and brass. These rods are joined at point B and restrained by rigid supports at points A and C. Now, the reactions at points A and C and the deflection at point B are to be determined. This rod structure is classified as statically indeterminate as the structure has more supports than are necessary for maintaining...
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Related Experiment Video

Updated: Jun 21, 2025

Localizing Function-specific Targets for Transcranial Magnetic Stimulation in the Absence of Navigation Equipment
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Deterministic Localization for Fully Automatic Operation: A Survey and Experiments.

Wan-Ning He1, Xin-Lin Huang2

  • 1Department of Information and Communication Engineering, Tongji University, Shanghai 200092, China.

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|July 13, 2024
PubMed
Summary
This summary is machine-generated.

Deterministic localization is crucial for advanced systems like fully automatic operation (FAO). This study surveys deterministic localization methods, analyzing accuracy and certainty to improve performance, especially in critical areas.

Keywords:
anchor deploymentcertaintydeterministic localizationinterference mitigation

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Area of Science:

  • Engineering
  • Computer Science
  • Transportation Systems

Background:

  • Traditional localization accuracy metrics, like average root mean square error (RMSE), are insufficient for fully automatic operation (FAO) and location-based services.
  • Existing research often overlooks performance degradation in specific small regions, hindering deterministic localization.
  • The need for enhanced localization certainty alongside accuracy is growing.

Purpose of the Study:

  • To survey deterministic localization techniques and their relationship between accuracy and certainty.
  • To analyze common localization enhancement solutions and their impact on localization certainty.
  • To evaluate the effectiveness of localization enhancement experiments in rail transit environments.

Main Methods:

  • Literature review and analysis of deterministic localization principles.
  • Comparative analysis of two common localization enhancement solutions.
  • Experimental validation of localization enhancement techniques on a rail transit line.

Main Results:

  • The study confirms that deterministic localization requires stricter solutions for promotion.
  • Localization enhancement experiments demonstrated improved overall localization performance.
  • Analysis revealed a critical link between accuracy and certainty in deterministic localization.

Conclusions:

  • Deterministic localization is essential for advanced automated systems.
  • Enhanced localization certainty is a key factor for reliable performance in critical applications.
  • Further research into stricter solutions is needed to fully realize the potential of deterministic localization.