Abstract

In sensor network applications, measured data are often meaningful only when the location is accurately known. In this booklet, we study research problems associated with node localization in wireless sensor networks. We describe sensor network localization problems in terms of a detection and estimation framework and we emphasize specifically a cooperative process where sensors with known locations are used to localize nodes at unknown locations. In this class of problems, even if the location of a node is known, the wireless links and transmission modalities between two nodes may be unknown. In this case, sensor nodes are used to detect the location and estimate pertinent data transmission activities between nodes. In addition to the broader problem of sensor localization, this booklet studies also specific localization measurements such as time of arrival (TOA), received signal strength (RSS), and direction of arrival (DOA). The sequential localization algorithm, which uses a subset of sensor nodes to estimate nearby sensor nodes' locations is discussed in detail. Extensive bibliography is given for those readers who want to delve further into specific topics.

Original languageEnglish (US)
Title of host publicationNode Localization in Wireless Sensor Networks
PublisherMorgan and Claypool Publishers
Pages1-62
Number of pages62
Volume12
ISBN (Electronic)9781627054850
DOIs
StatePublished - 2017

Publication series

NameSynthesis Lectures on Communications
Volume12
ISSN (Print)19321244
ISSN (Electronic)19321708

    Fingerprint

Keywords

  • DSP
  • GPS
  • Internet of Things (IoT)
  • localization algorithms
  • location estimation
  • wireless sensor networks

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

Zhang, X., Tepedelenlioglu, C., Banavar, M., & Spanias, A. (2017). Node Localization in Wireless Sensor Networks. In Node Localization in Wireless Sensor Networks (Vol. 12, pp. 1-62). (Synthesis Lectures on Communications; Vol. 12). Morgan and Claypool Publishers. https://doi.org/10.2200/S00742ED1V01Y201611COM012