Soft input soft output Kalman equalizer for MIMO frequency selective fading channels

Subhadeep Roy, Tolga M. Duman

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

We consider the Kalman filter for equalization of a multiple-input multiple-output (MIMO), frequency selective, quasi-static fading channel. More specifically, we consider a coded system, where the incoming bit stream is convolutionally encoded, interleaved and then spatially multiplexed across the transmit antennas before being transmitted over a frequency selective channel At the receiver, we use a Kalman filter as the MIMO equalizer and modify its structure, enabling it to process the a-priori (soft) information provided by the outer decoder, thereby allowing us to perform iterative (turbo) equalization on the received sequence. The proposed equalizer has a comparable performance with the optimal symbol by symbol, maximum a-posteriori probability (MAP) equalizer and provides a considerable complexity reduction, especially for systems with a large number of transmit antennas or long ISI spans.

Original languageEnglish (US)
Title of host publicationIEEE Vehicular Technology Conference
Pages1753-1757
Number of pages5
Volume60
Edition3
StatePublished - 2004
Event2004 IEEE 60th Vehicular Technology Conference, VTC2004-Fall: Wireless Technologies for Global Security - Los Angeles, CA, United States
Duration: Sep 26 2004Sep 29 2004

Other

Other2004 IEEE 60th Vehicular Technology Conference, VTC2004-Fall: Wireless Technologies for Global Security
CountryUnited States
CityLos Angeles, CA
Period9/26/049/29/04

Fingerprint

Frequency selective fading
Equalizers
Fading channels
Kalman filters
Antennas

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Roy, S., & Duman, T. M. (2004). Soft input soft output Kalman equalizer for MIMO frequency selective fading channels. In IEEE Vehicular Technology Conference (3 ed., Vol. 60, pp. 1753-1757)

Soft input soft output Kalman equalizer for MIMO frequency selective fading channels. / Roy, Subhadeep; Duman, Tolga M.

IEEE Vehicular Technology Conference. Vol. 60 3. ed. 2004. p. 1753-1757.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Roy, S & Duman, TM 2004, Soft input soft output Kalman equalizer for MIMO frequency selective fading channels. in IEEE Vehicular Technology Conference. 3 edn, vol. 60, pp. 1753-1757, 2004 IEEE 60th Vehicular Technology Conference, VTC2004-Fall: Wireless Technologies for Global Security, Los Angeles, CA, United States, 9/26/04.
Roy S, Duman TM. Soft input soft output Kalman equalizer for MIMO frequency selective fading channels. In IEEE Vehicular Technology Conference. 3 ed. Vol. 60. 2004. p. 1753-1757
Roy, Subhadeep ; Duman, Tolga M. / Soft input soft output Kalman equalizer for MIMO frequency selective fading channels. IEEE Vehicular Technology Conference. Vol. 60 3. ed. 2004. pp. 1753-1757
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