Cramer-Rao Bounds and Coherence Performance Analysis for Next Generation Radar with Pulse Trains
| Autor: | Xiaowei Tang, Qian He, Bo Tang, Ning Zhang, Shuang Wan, Jun Tang, Peilin Sun |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2013 |
| Předmět: |
Engineering
next generation radar (NGR) Cramer-Rao bound (CRB) Fisher information matrix (FIM) pulse trains parameter estimation coherence performance MIMO lcsh:Chemical technology Biochemistry Article Analytical Chemistry law.invention symbols.namesake Optics law Coherence (signal processing) Waveform lcsh:TP1-1185 Electrical and Electronic Engineering Radar Instrumentation business.industry Estimation theory Atomic and Molecular Physics and Optics symbols Train business Cramér–Rao bound Algorithm Doppler effect |
| Zdroj: | Sensors; Volume 13; Issue 4; Pages: 5347-5367 Sensors (Basel, Switzerland) Sensors, Vol 13, Iss 4, Pp 5347-5367 (2013) |
| ISSN: | 1424-8220 |
| DOI: | 10.3390/s130405347 |
| Popis: | We study the Cramer-Rao bounds of parameter estimation and coherence performance for the next generation radar (NGR). In order to enhance the performance of NGR, the signal model of NGR with master-slave architecture based on a single pulse is extended to the case of pulse trains, in which multiple pulses are emitted from all sensors and then integrated spatially and temporally in a unique master sensor. For the MIMO mode of NGR where orthogonal waveforms are emitted, we derive the closed-form Cramer-Rao bound (CRB) for the estimates of generalized coherence parameters (GCPs), including the time delay differences, total phase differences and Doppler frequencies with respect to different sensors. For the coherent mode of NGR where the coherent waveforms are emitted after pre-compensation using the estimates of GCPs, we develop a performance bound of signal-to-noise ratio (SNR) gain for NGR based on the aforementioned CRBs, taking all the estimation errors into consideration. It is shown that greatly improved estimation accuracy and coherence performance can be obtained with pulse trains employed in NGR. Numerical examples demonstrate the validity of the theoretical results. |
| Databáze: | OpenAIRE |
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