Resolving Range Ambiguity via Multiple-Input Multiple-Output Radar with Element-Pulse Coding
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Article number | 9072567 |
Pages (from-to) | 2770-2783 |
Journal / Publication | IEEE Transactions on Signal Processing |
Volume | 68 |
Online published | 20 Apr 2020 |
Publication status | Published - 2020 |
Link(s)
Abstract
In this paper, we propose a novel radar framework, referred to as multiple-input multiple-output (MIMO) radar with element-pulse coding (EPC). The EPC employs Fourier basis in joint transmit elements and pulses, which has the advantages of simplicity and convenience for practical realization. It is shown that the EPC-MIMO radar is advantageous in discriminating different pulses and resolving range ambiguity. The discrimination of different pulses is achieved in the transmit spatial frequency domain, and the identifiability of range ambiguity increases with the transmit element number of the radar. Moreover, coherent processing in Doppler domain can be performed after decoding. The coding and decoding procedures are closely related though they are performed in transmitter and receiver, respectively. As the EPC-MIMO radar is capable of resolving range ambiguity, an enhanced parameter estimation approach is developed to obtain the angle and range region number estimates of target. The parameter estimation performance is assessed by the Cramér-Rao bound, which reveals useful and interesting findings. Simulation examples are provided to verify the signal properties in EPC-MIMO radar and to demonstrate its superiority in resolving range ambiguity over existing systems.
Research Area(s)
- Cramér-Rao bound, element-pulse coding, Multiple-input multiple-output radar, parameter estimation, range ambiguity resolution
Citation Format(s)
Resolving Range Ambiguity via Multiple-Input Multiple-Output Radar with Element-Pulse Coding. / Xu, Jingwei; Zhang, Yuhong; Liao, Guisheng et al.
In: IEEE Transactions on Signal Processing, Vol. 68, 9072567, 2020, p. 2770-2783.
In: IEEE Transactions on Signal Processing, Vol. 68, 9072567, 2020, p. 2770-2783.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review