Target tracking with an attentive foveal sensor

L. Li, Douglas Cochran, R. Martin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Abstract

This paper addresses the problem of tracking a moving target using measurements taken by a foveal sensor; i.e., a sensor having a foveal region of high acuity surrounded by a periphery in which the acuity of measurements is much less. As in human vision, the foveal region is assumed to be movable and the algorithms developed attempt to exploit it by keeping the target within the foveal region as much as possible. When tracking a target whose motion is modeled by the state of a linear system driven by white gaussian noise, an approach for management of the foveal sensor motion is demonstrated that allows the foveal sensor to always outperform a sensor having no fovea (i.e., all periphery) and to approach the performance of a sensor having no periphery (i.e., all fovea) in some cases.

Original languageEnglish (US)
Title of host publicationConference Record of the Asilomar Conference on Signals, Systems and Computers
Pages182-185
Number of pages4
Volume1
StatePublished - 2000
Event34th Asilomar Conference - Pacific Grove, CA, United States
Duration: Oct 29 2000Nov 1 2000

Other

Other34th Asilomar Conference
CountryUnited States
CityPacific Grove, CA
Period10/29/0011/1/00

ASJC Scopus subject areas

  • Hardware and Architecture
  • Signal Processing
  • Electrical and Electronic Engineering

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  • Cite this

    Li, L., Cochran, D., & Martin, R. (2000). Target tracking with an attentive foveal sensor. In Conference Record of the Asilomar Conference on Signals, Systems and Computers (Vol. 1, pp. 182-185)