Radar,a great invention

本文介绍了雷达的基本概念,包括连续波雷达和脉冲雷达的特点,重点阐述了脉冲雷达的优势及其在各种雷达中的重要角色。同时,文章详细讨论了气象雷达作为主要的天气系统监测工具,在预警和预测台风、暴雨等中小尺度天气系统中的关键作用。

电子科技大学 格拉斯哥学院 2017级 靳佳木,同组同学 唐浩 谢坤洋
First,I will give a brief introduction to radar.Radar originates from the abbreviation of “radio detection and ranging”. That is to say, target is detected and their spatial position is determined by radio method. Therefore, radar is also known as “radio positioning”. Radar is an electronic device that detects targets by means of electromagnetic waves. Radar emits electromagnetic wave to illuminate the target and receives its echo. From this, the information of distance, range change rate (radial velocity), azimuth and altitude from the target to the emitter of electromagnetic wave can be obtained. And The basic concept of radar was formed in the early 20th century.It was developed rapidly around the Second World War.In China, radar technology began to develop in the early 1950s.

Moreover,Radar can be divided into two categories: continuous wave radar and pulse radar. Single frequency continuous wave radar is the simplest form of radar, and it is easy to obtain the range change rate between moving target and radar. Its main shortcomings are as follows: firstly, it is impossible to directly measure the target distance, if we want to measure the target distance, we must FM, but the target distance measured by FMCW is far less precise than that of pulse radar; secondly, it is easy to confuse targets in multi-target environment; thirdly, the receiving antenna and transmitting antenna of most CW radar must be separated. And a certain degree of isolation is required. For pulse radar,it is easy to achieve accurate ranging, and the receiving echo is in the deadline of transmitting pulse, so there is no problem of isolation between receiving antenna and transmitting antenna, so most of the receiving antenna and transmitting antenna of pulse radar are the same antenna. Because of these advantages, pulse radar plays an important role in all kinds of radar. The pulse signal transmitted by this radar can be a rectangular pulse with a single carrier frequency, such as in the case of ordinary pulse radar, or a pulse modulation signal in the form of coding or frequency modulation, which can increase the signal bandwidth and output very narrow pulses through matched filtering in the receiver, thus improving the ranging accuracy and range Division of radar. Resolution, this is the Pulse Compression Radar. In addition, the phase between adjacent pulses emitted by radar can be irrelevant or coherent signals with certain regularity. Coherent signal has high spectral purity and can achieve good performance of moving target display.

Next,I want to talk about the application of radar.Radar has a wide range of types, and classification methods are very complex. Usually, it can be classified according to the use of radar, such as early warning radar, search and warning radar, radio altimeter radar, weather radar, air traffic control radar, guidance radar, gun-aiming radar, radar fuze, battlefield surveillance radar, airborne interception radar, navigation radar, anti-collision and IFR radar, etc. Here,I only talk about the meteorologic radar.Meteorological radar is one of the main detection tools for warning and forecasting medium and small-scale weather systems, such as typhoons and rainstorm clouds. Conventional radar devices consist of directional antennas, transmitters, receivers, antenna controllers, displays and photographic devices, electronic computers and image transmission. Meteorological radar is an important means of meteorological monitoring and plays an extremely important role in sudden and disastrous monitoring, forecasting and warning. Meteorological radar determines the position and characteristics of the target by the reflection of the radar wave from the target. The object has good electrical conductivity. The stronger the reflective ability to radar wave, the larger the reflective area and the higher the reflective energy. When the geometrical size of the object differs greatly from the wavelength, the reflected energy becomes very weak. When the diameter of the reflector can be compared with the wavelength, the reflected energy will increase significantly. The common radar operating frequency is 200-10000MHz, which mainly depends on the use and performance of the radar. Moreover, it must be in the frequency band specified by the International Telecommunication Union. At present, airlines generally choose X-band airborne weather radar.

In general,radar is a great invention and it bring a lot of convenience to our life.

内容概要:本文系统介绍了算术优化算法(AOA)的基本原理、核心思想及Python实现方法,并通过图像分割的实际案例展示了其应用价值。AOA是一种基于种群的元启发式算法,其核心思想来源于四则运算,利用乘除运算进行全局勘探,加减运算进行局部开发,通过数学优化器加速函数(MOA)和数学优化概率(MOP)动态控制搜索过程,在全局探索与局部开发之间实现平衡。文章详细解析了算法的初始化、勘探与开发阶段的更新策略,并提供了完整的Python代码实现,结合Rastrigin函数进行测试验证。进一步地,以Flask框架搭建前后端分离系统,将AOA应用于图像分割任务,展示了其在实际工程中的可行性与高效性。最后,通过收敛速度、寻优精度等指标评估算法性能,并提出自适应参数调整、模型优化和并行计算等改进策略。; 适合人群:具备一定Python编程基础和优化算法基础知识的高校学生、科研人员及工程技术人员,尤其适合从事人工智能、图像处理、智能优化等领域的从业者;; 使用场景及目标:①理解元启发式算法的设计思想与实现机制;②掌握AOA在函数优化、图像分割等实际问题中的建模与求解方法;③学习如何将优化算法集成到Web系统中实现工程化应用;④为算法性能评估与改进提供实践参考; 阅读建议:建议读者结合代码逐行调试,深入理解算法流程中MOA与MOP的作用机制,尝试在不同测试函数上运行算法以观察性能差异,并可进一步扩展图像分割模块,引入更复杂的预处理或后处理技术以提升分割效果。
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