Investigating the use of Kalman filtering approaches for dynamic origin-destination trip table estimation

Author

Kachroo, Pushkin ; Ozbay, Kaan ; Narayanan, Arvind

Author_Institution

Dept. of Electr. Eng., Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA

fYear

1997

fDate

12-14 Apr 1997

Firstpage

138

Lastpage

142

Abstract

This paper studies the applicability of Kalman filtering approaches for network wide traveler origin-destination estimation from link traffic volumes. The paper evaluates the modeling assumptions of the Kalman filters and examines the implications of such assumptions

Keywords

Kalman filters; filtering theory; parameter estimation; telecommunication links; telecommunication networks; telecommunication traffic; Kalman filtering; Kalman filters; dynamic origin-destination trip table estimation; link traffic volumes; modeling assumptions; telecommunication network; traveler origin-destination estimation; Communication system traffic control; Control system synthesis; Difference equations; Distributed computing; Filtering; Kalman filters; State estimation; Telecommunication traffic; Time measurement; Traffic control;

fLanguage

English

Publisher

ieee

Conference_Titel

Southeastcon '97. Engineering new New Century., Proceedings. IEEE

Conference_Location

Blacksburg, VA

Print_ISBN

0-7803-3844-8

Type

conf

DOI

10.1109/SECON.1997.598628

Filename

598628

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=310961