1. Adaptive resource management for multi-target tracking in co-located MIMO radar based on time-space joint allocation
- Author
-
He Zishu, Li Xi, S U Yang, Cheng Ting, and Lu Yanxi
- Subjects
Phased array ,law ,Computer science ,MIMO ,Real-time computing ,Mode (statistics) ,Waveform ,Resource management ,Radar ,Tracking (particle physics) ,Energy (signal processing) ,law.invention - Abstract
Compared with the traditional phased array radar, the co-located multiple-input multiple-output (MIMO) radar is able to transmit orthogonal waveforms to form different illuminating modes, providing a larger freedom degree in radar resource management. In order to implement the effective resource management for the co-located MIMO radar in multi-target tracking, this paper proposes a resource management optimization model, where the system resource consumption and the tracking accuracy requirements are considered comprehensively. An adaptive resource management algorithm for the co-located MIMO radar is obtained based on the proposed model, where the sub-array number, sampling period, transmitting energy, beam direction and working mode are adaptively controlled to realize the time-space resource joint allocation. Simulation results demonstrate the superiority of the proposed algorithm. Furthermore, the co-located MIMO radar using the proposed algorithm can satisfy the predetermined tracking accuracy requirements with less comprehensive cost compared with the phased array radar.
- Published
- 2020