Title :
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
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;
Conference_Titel :
Southeastcon '97. Engineering new New Century., Proceedings. IEEE
Conference_Location :
Blacksburg, VA
Print_ISBN :
0-7803-3844-8
DOI :
10.1109/SECON.1997.598628
