TY - GEN
T1 - GMTI mismatch analysis for local invariance clutter mitigation
AU - Yu, Hanguang
AU - Jiang, Xue
AU - Bliss, Daniel
N1 - Funding Information:
This work was funded by the Air Force Office of Scientific Research under contract 14RY05COR and by contract FA8650-12-D-1376.
Publisher Copyright:
© 2016 IEEE.
PY - 2016/6/3
Y1 - 2016/6/3
N2 - Ground-moving-Target indicator (GMTI) has been widely studied and can be formulated into a multiple-input multiple-output (MIMO) radar scenario by taking the advantage of MIMO. Usually, adaptive technique is required for GMTI MIMO radar, which includes space-Time adaptive processing (STAP) and invariance statistics technique (invariance on local ground clutter) as we proposed in this paper. However, GMTI system still suffers from some non-idealities when the adaptive technique is applied. Typically, the model mismatch problem degrades the performance of the adaptive technique. Therefore, the model mismatch analysis of both STAP and invariance technique is investigated in this paper.
AB - Ground-moving-Target indicator (GMTI) has been widely studied and can be formulated into a multiple-input multiple-output (MIMO) radar scenario by taking the advantage of MIMO. Usually, adaptive technique is required for GMTI MIMO radar, which includes space-Time adaptive processing (STAP) and invariance statistics technique (invariance on local ground clutter) as we proposed in this paper. However, GMTI system still suffers from some non-idealities when the adaptive technique is applied. Typically, the model mismatch problem degrades the performance of the adaptive technique. Therefore, the model mismatch analysis of both STAP and invariance technique is investigated in this paper.
UR - http://www.scopus.com/inward/record.url?scp=84978196264&partnerID=8YFLogxK
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U2 - 10.1109/RADAR.2016.7485081
DO - 10.1109/RADAR.2016.7485081
M3 - Conference contribution
AN - SCOPUS:84978196264
T3 - 2016 IEEE Radar Conference, RadarConf 2016
BT - 2016 IEEE Radar Conference, RadarConf 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE Radar Conference, RadarConf 2016
Y2 - 2 May 2016 through 6 May 2016
ER -