Data Association in Bistatic MIMO of T/R-R Mode: Basis Decision and Performance Analysis

Xiang DUAN; Zishu HE; Hongming LIU; Jun LI

doi:10.1587/transfun.E99.A.1567

Data Association in Bistatic MIMO of T/R-R Mode: Basis Decision and Performance Analysis

Xiang DUAN, Zishu HE, Hongming LIU, Jun LI

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Bistatic multi-input multi-output (MIMO) radar has the capability of measuring the transmit angle from the receiving array, which means the existence of information redundancy and benefits data association. In this paper, a data association decision for bistatic MIMO radar is proposed and the performance advantages of bistatic MIMO radar in data association is analyzed and evaluated. First, the parameters obtained by receiving array are sent to the association center via coordinate conversion. Second, referencing the nearest neighbor association (NN) algorithm, an improved association decision is proposed with the transmit angle and target range as association statistics. This method can evade the adverse effects of the angle system errors to data association. Finally, data association probability in the presence of array directional error is derived and the correctness of derivation result is testified via Monte Carlo simulation experiments. Besides that performance comparison with the conventional phased array radar verifies the excellent performance of bistatic MIMO Radar in data association.

Publication: IEICE TRANSACTIONS on Fundamentals Vol.E99-A No.8 pp.1567-1575

Publication Date: 2016/08/01

Publicized

Online ISSN: 1745-1337

DOI: 10.1587/transfun.E99.A.1567

Type of Manuscript: PAPER

Category: Digital Signal Processing

Authors

Xiang DUAN
  University of Electronic Science and Technology of China
Zishu HE
  University of Electronic Science and Technology of China
Hongming LIU
  PLA Air Force
Jun LI
  University of Electronic Science and Technology of China

Keyword

bistatic MIMO radar, data association, NN algorithm, directional error, performance comparison

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Xiang DUAN, Zishu HE, Hongming LIU, Jun LI, "Data Association in Bistatic MIMO of T/R-R Mode: Basis Decision and Performance Analysis" in IEICE TRANSACTIONS on Fundamentals, vol. E99-A, no. 8, pp. 1567-1575, August 2016, doi: 10.1587/transfun.E99.A.1567.
Abstract: Bistatic multi-input multi-output (MIMO) radar has the capability of measuring the transmit angle from the receiving array, which means the existence of information redundancy and benefits data association. In this paper, a data association decision for bistatic MIMO radar is proposed and the performance advantages of bistatic MIMO radar in data association is analyzed and evaluated. First, the parameters obtained by receiving array are sent to the association center via coordinate conversion. Second, referencing the nearest neighbor association (NN) algorithm, an improved association decision is proposed with the transmit angle and target range as association statistics. This method can evade the adverse effects of the angle system errors to data association. Finally, data association probability in the presence of array directional error is derived and the correctness of derivation result is testified via Monte Carlo simulation experiments. Besides that performance comparison with the conventional phased array radar verifies the excellent performance of bistatic MIMO Radar in data association.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E99.A.1567/_p

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@ARTICLE{e99-a_8_1567,
author={Xiang DUAN, Zishu HE, Hongming LIU, Jun LI, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={Data Association in Bistatic MIMO of T/R-R Mode: Basis Decision and Performance Analysis},
year={2016},
volume={E99-A},
number={8},
pages={1567-1575},
abstract={Bistatic multi-input multi-output (MIMO) radar has the capability of measuring the transmit angle from the receiving array, which means the existence of information redundancy and benefits data association. In this paper, a data association decision for bistatic MIMO radar is proposed and the performance advantages of bistatic MIMO radar in data association is analyzed and evaluated. First, the parameters obtained by receiving array are sent to the association center via coordinate conversion. Second, referencing the nearest neighbor association (NN) algorithm, an improved association decision is proposed with the transmit angle and target range as association statistics. This method can evade the adverse effects of the angle system errors to data association. Finally, data association probability in the presence of array directional error is derived and the correctness of derivation result is testified via Monte Carlo simulation experiments. Besides that performance comparison with the conventional phased array radar verifies the excellent performance of bistatic MIMO Radar in data association.},
keywords={},
doi={10.1587/transfun.E99.A.1567},
ISSN={1745-1337},
month={August},}

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TY - JOUR
TI - Data Association in Bistatic MIMO of T/R-R Mode: Basis Decision and Performance Analysis
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 1567
EP - 1575
AU - Xiang DUAN
AU - Zishu HE
AU - Hongming LIU
AU - Jun LI
PY - 2016
DO - 10.1587/transfun.E99.A.1567
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E99-A
IS - 8
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - August 2016
AB - Bistatic multi-input multi-output (MIMO) radar has the capability of measuring the transmit angle from the receiving array, which means the existence of information redundancy and benefits data association. In this paper, a data association decision for bistatic MIMO radar is proposed and the performance advantages of bistatic MIMO radar in data association is analyzed and evaluated. First, the parameters obtained by receiving array are sent to the association center via coordinate conversion. Second, referencing the nearest neighbor association (NN) algorithm, an improved association decision is proposed with the transmit angle and target range as association statistics. This method can evade the adverse effects of the angle system errors to data association. Finally, data association probability in the presence of array directional error is derived and the correctness of derivation result is testified via Monte Carlo simulation experiments. Besides that performance comparison with the conventional phased array radar verifies the excellent performance of bistatic MIMO Radar in data association.
ER -