Population estimation for resource inventory applications over sensor networks

Jiun-Long Huang*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The growing advance in wireless communications and electronics makes the development of low-cost and low-power sensors possible. These sensors are usually small in size and are able to communicate with other sensors in short distances wirelessly. A sensor network consists of a number of sensors which cooperates with one another to accomplish some tasks. In this paper, we address the problem of resource inventory applications, which means a class of applications involving population calculation of a specific species or object type. To reduce energy consumption, each sensor only reports the number of sensed objects to the server, and the server will estimate the object number according to the received reports of all sensors. To address this problem, we design in this paper a population estimation algorithm, called algorithm Estimation, to estimate the object numbers. Several experiments are conducted to measure the performance of algorithm Estimation. The experimental results show that algorithm Estimation is able to obtain closer approximations of object numbers than prior algorithms.

Original languageEnglish
Title of host publicationMobile Ad-hoc and Sensor Networks - First International Conference, MSN 2005, Proceedings
Pages175-184
Number of pages10
DOIs
StatePublished - 1 Dec 2005
Event1st International Conference on Mobile Ad-hoc and Sensor Networks, MSN 2005 - Wuhan, China
Duration: 13 Dec 200515 Dec 2005

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3794 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st International Conference on Mobile Ad-hoc and Sensor Networks, MSN 2005
CountryChina
CityWuhan
Period13/12/0515/12/05

Keywords

  • Population estimation
  • Resource inventory
  • Sensor network

Fingerprint Dive into the research topics of 'Population estimation for resource inventory applications over sensor networks'. Together they form a unique fingerprint.

Cite this