Clique and Independence Complex Structures for Sensor Network Analysis

Abstract

The goal of this project was the development of topological methods for use in the study of sensor networks. There were two primary tasks; investigation of whether classically known topological phenomena, which allow for locally consistent information to lead to global inconsistency can be leveraged to attack a sensor network/ and, investigation of whether persistent homology of geometric and functional network architectures is stable under subsampling. As a result of this work, the PI proposes a novel method for measuring dissimilarity and consistency of measurements in sensor networks.

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Document Details

Document Type
Technical Report
Publication Date
Feb 01, 2020
Accession Number
AD1091190

Entities

People

  • Chad Giusti

Organizations

  • University of Delaware

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Algebraic Topology
  • Computing System Architectures
  • Consistency
  • Data Analysis
  • Detectors
  • Government Procurement
  • Governments
  • Language
  • Measurement
  • Network Architecture
  • Networks
  • Sensor Networks
  • Topology
  • United States
  • Vector Spaces

Readers

  • Distributed Systems and Data Platform Development
  • Graph Algorithms and Convex Optimization.
  • Neural Network Machine Learning.