Journal of ICT Research and Applications
Vol. 11 No. 2 (2017)

Performance Improvement of LeastSquares Adaptive Filter for High-Speed Train Communication Systems

Irma Zakia (School of Electrical Engineering and Informatics, Institut Teknologi Bandung)
Adit Kurniawan (School of Electrical Engineering and Informatics, Institut Teknologi Bandung)



Article Info

Publish Date
31 Aug 2017

Abstract

The downlink communication channel from high-altitude platform (HAP) to high-speed train (HST) in the Ka-band is a slowly time-varying Rician distributed flat fading channel with 10-25 dB Rician K factor. In this respect, the received signal is mainly affected by the Doppler shift of the line-of-sight (LOS) link. In order to increase receiver performance, we propose to firstly compensate the Doppler shift of the received signal before least-squares (LS) adaptive filtering is pursued. Implementing the proposed method requires a priori knowledge of the time-varying phase of the LOS component. This is justified since signalling between the train and the controller exists such that the train velocity and location are predictable. Implementing the proposed method to the recursive LS (RLS) received beamforming algorithm shows reduction of mean square error (MSE) and bit error rate (BER).

Copyrights © 2017






Journal Info

Abbrev

jictra

Publisher

Subject

Computer Science & IT

Description

Journal of ICT Research and Applications welcomes full research articles in the area of Information and Communication Technology from the following subject areas: Information Theory, Signal Processing, Electronics, Computer Network, Telecommunication, Wireless & Mobile Computing, Internet ...