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OFDM Coupled Compressive Sensing Algorithm for Stepped Frequency Ground Penetrating Radar

机译:步进频率探地雷达的OFDM耦合压缩感知算法。

摘要

Dating back to as far as 1940, the US road and bridge infrastructure system has garnered quite the status for strategically connecting together half a continent. As monumental as the infrastructureu27s status, is its rate of deterioration, with the average bridge age coming at a disconcerting 50 years. Aside from visual inspection, a battery of non-destructive tests were developed to conduct structural fault assessment and detect laminations, in order to preemptively take preventive measures.The mainstream commercially favored test is the impulse time domain ground penetrating radar (GPR). An extremely short, high voltage pulse is used to visualize cross-sections of the bridge decks. While effective and it does not disturb traffic flow, impulse radar suffers from major drawbacks. The drawbacks are namely, its limited dynamic range and high cost of system manufacturing. A less prominent yet highly effective system, stepped frequency continuous wave (SFCW) GPR, was developed to address the aforementioned drawbacks. Mostly developed for research centers and academia, SFCW boasts a high dynamic range and low cost of system manufacturing, while producing comparable if not identical results to the impulse counterpart. However, data procurement speed is an inherent problem in SFCW GPR, which seems to keep impulse radar in the lead for production and development.I am proposing a novel approach to elevate SFCWu27s data acquisition speed and its scanning efficiency altogether. This approach combines an encoding method called orthogonal frequency division multiplexing (OFDM) and an emerging paradigm called compressive sensing (CS). In OFDM, a digital data stream, the transmit signal, is encoded on multiple carrier frequencies. These frequencies are combined in such a way to achieve orthogonality between the carrier frequencies, while mitigating any interference between said frequencies. In CS, a signal can be potentially reconstructed from a few samples below the standardized Nyquist rate. A novel design of the SFCW GPR architecture coupled with the OFDM-CS algorithm is proposed and evaluated using ideal channels and realistically modelled bridge decks.
机译:追溯到1940年,美国的公路和桥梁基础设施系统在战略性地连接半个大陆上已经获得了相当大的地位。它的恶化速度与基础设施的地位一样具有里程碑意义,平均桥梁使用年限令人不安的是50年。除了目视检查之外,还开发了一系列无损测试来进行结构故障评估和检测叠片,以便提前采取预防措施。商业上流行的主流测试是脉冲时域探地雷达(GPR)。极短的高压脉冲用于可视化桥面板的横截面。脉冲雷达虽然有效且不会干扰交通流量,但其主要缺点是。缺点是动态范围有限,系统制造成本高。为了解决上述缺点,开发了一种不太显眼但高效的系统,即步进频率连续波(SFCW)GPR。 SFCW主要为研究中心和学术界开发,具有很高的动态范围和较低的系统制造成本,同时产生的结果与脉冲对应结果相当甚至不同。但是,数据获取速度是SFCW GPR固有的问题,似乎使脉冲雷达处于生产和开发的领先地位。我正在提出一种新颖的方法来提高SFCW的数据获取速度和扫描效率。这种方法结合了一种称为正交频分复用(OFDM)的编码方法和一种称为压缩感测(CS)的新兴范例。在OFDM中,数字数据流(即发射信号)在多个载波频率上编码。这些频率以这样的方式组合,以实现载波频率之间的正交性,同时减轻所述频率之间的任何干扰。在CS中,可以从低于标准奈奎斯特速率的几个样本中重建信号。提出了SFCW GPR体系结构与OFDM-CS算法相结合的新颖设计,并使用理想信道和实际建模的桥面进行了评估。

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    Metwally Mohamed;

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  • 年度 2014
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