TY - GEN
T1 - Three-dimensional wind profile prediction with trinion-valued adaptive algorithms
AU - Gou, Xiaoming
AU - Liu, Zhiwen
AU - Liu, Wei
AU - Xu, Yougen
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/9/9
Y1 - 2015/9/9
N2 - The problem of three-dimensional (3-D) wind profile prediction is addressed based a trinion wind model, which inherently reckons the coupling of the three perpendicular components of a wind field. The augmented trinion statistics are developed and employed to enhance the prediction performance due to its full exploitation of the second-order statistics. The proposed trinion domain processing can be regarded as a more compact version of the existing quaternion-valued approach, with a lower computational complexity. Simulations based on recorded wind data are provided to demonstrate the effectiveness of the proposed methods.
AB - The problem of three-dimensional (3-D) wind profile prediction is addressed based a trinion wind model, which inherently reckons the coupling of the three perpendicular components of a wind field. The augmented trinion statistics are developed and employed to enhance the prediction performance due to its full exploitation of the second-order statistics. The proposed trinion domain processing can be regarded as a more compact version of the existing quaternion-valued approach, with a lower computational complexity. Simulations based on recorded wind data are provided to demonstrate the effectiveness of the proposed methods.
KW - adaptive filtering
KW - least mean squares
KW - trinion-valued representation
KW - widely linear processing
KW - wind profile prediction
UR - http://www.scopus.com/inward/record.url?scp=84961377647&partnerID=8YFLogxK
U2 - 10.1109/ICDSP.2015.7251937
DO - 10.1109/ICDSP.2015.7251937
M3 - Conference article published in proceeding or book
AN - SCOPUS:84961377647
T3 - International Conference on Digital Signal Processing, DSP
SP - 566
EP - 569
BT - 2015 IEEE International Conference on Digital Signal Processing, DSP 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE International Conference on Digital Signal Processing, DSP 2015
Y2 - 21 July 2015 through 24 July 2015
ER -