Detection with particle filtering in BLAST systems

Yufei Huang; Jianqiu Zhang; Petar M. Djurić

Detection with particle filtering in BLAST systems

Yufei Huang
, Jianqiu Zhang
, Petar M. Djurić

Electrical Engineering

Stony Brook University

Research output: Contribution to journal › Conference article › peer-review

7 Scopus citations

Abstract

This work demonstrates the use of particle filtering for detection in BLAST systems. A novel dynamic state-space model (DSSM) is constructed for BLAST systems that is crucial for development of particle filtering algorithms. The proposed DSSM is based on QR decomposition and the output of the feed-forward filter, and it evolves in space. The particle filtering solution does not suffer from error propagation, and our simulations show that it greatly outperforms the V-BLAST and provides near optimum performance.

Original language	English
Pages (from-to)	2306-2310
Number of pages	5
Journal	Conference Record - International Conference on Communications
Volume	4
State	Published - 2003
Event	2003 International Conference on Communications (ICC 2003) - Anchorage, AK, United States Duration: May 11 2003 → May 15 2003

Cite this

@article{e54b8f6d81014736b7e3b680d2e6e4d8,

title = "Detection with particle filtering in BLAST systems",

abstract = "This work demonstrates the use of particle filtering for detection in BLAST systems. A novel dynamic state-space model (DSSM) is constructed for BLAST systems that is crucial for development of particle filtering algorithms. The proposed DSSM is based on QR decomposition and the output of the feed-forward filter, and it evolves in space. The particle filtering solution does not suffer from error propagation, and our simulations show that it greatly outperforms the V-BLAST and provides near optimum performance.",

author = "Yufei Huang and Jianqiu Zhang and Djuri{\'c}, \{Petar M.\}",

year = "2003",

language = "English",

volume = "4",

pages = "2306--2310",

journal = "Conference Record - International Conference on Communications",

issn = "0536-1486",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "2003 International Conference on Communications (ICC 2003) ; Conference date: 11-05-2003 Through 15-05-2003",

}

TY - JOUR

T1 - Detection with particle filtering in BLAST systems

AU - Huang, Yufei

AU - Zhang, Jianqiu

AU - Djurić, Petar M.

PY - 2003

Y1 - 2003

N2 - This work demonstrates the use of particle filtering for detection in BLAST systems. A novel dynamic state-space model (DSSM) is constructed for BLAST systems that is crucial for development of particle filtering algorithms. The proposed DSSM is based on QR decomposition and the output of the feed-forward filter, and it evolves in space. The particle filtering solution does not suffer from error propagation, and our simulations show that it greatly outperforms the V-BLAST and provides near optimum performance.

AB - This work demonstrates the use of particle filtering for detection in BLAST systems. A novel dynamic state-space model (DSSM) is constructed for BLAST systems that is crucial for development of particle filtering algorithms. The proposed DSSM is based on QR decomposition and the output of the feed-forward filter, and it evolves in space. The particle filtering solution does not suffer from error propagation, and our simulations show that it greatly outperforms the V-BLAST and provides near optimum performance.

UR - https://www.scopus.com/pages/publications/0037634351

M3 - Conference article

SN - 0536-1486

VL - 4

SP - 2306

EP - 2310

JO - Conference Record - International Conference on Communications

JF - Conference Record - International Conference on Communications

T2 - 2003 International Conference on Communications (ICC 2003)

Y2 - 11 May 2003 through 15 May 2003

ER -

Detection with particle filtering in BLAST systems

Abstract

Other files and links

Fingerprint

Cite this