TWI586987B - Signal processing device for continuous wave radar sensing system - Google Patents

Signal processing device for continuous wave radar sensing system Download PDF

Info

Publication number
TWI586987B
TWI586987B TW105142712A TW105142712A TWI586987B TW I586987 B TWI586987 B TW I586987B TW 105142712 A TW105142712 A TW 105142712A TW 105142712 A TW105142712 A TW 105142712A TW I586987 B TWI586987 B TW I586987B
Authority
TW
Taiwan
Prior art keywords
signal
signal processing
frequency
sensing system
continuous wave
Prior art date
Application number
TW105142712A
Other languages
Chinese (zh)
Other versions
TW201823767A (en
Inventor
Jung Min Chiu
Lih Jye Tzou
Wen Chih Liao
Original Assignee
Nat Chung-Shan Inst Of Science And Tech
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Nat Chung-Shan Inst Of Science And Tech filed Critical Nat Chung-Shan Inst Of Science And Tech
Priority to TW105142712A priority Critical patent/TWI586987B/en
Application granted granted Critical
Publication of TWI586987B publication Critical patent/TWI586987B/en
Publication of TW201823767A publication Critical patent/TW201823767A/en

Links

Description

連續波雷達感測系統之信號處理裝置 Signal processing device for continuous wave radar sensing system

本創作係有關一種連續波雷達感測系統之信號處理裝置,特別是有關一種使用交錯式連續波雷達感測系統之信號處理裝置。 The present invention relates to a signal processing device for a continuous wave radar sensing system, and more particularly to a signal processing device using an interlaced continuous wave radar sensing system.

現今雷達裝置係受到廣泛應用,一般為追蹤或搜索目標。為了提高雷達追蹤目標之精確性,並需減少誤差以改善雷達裝置的精確度,學界與業界皆不斷對雷達裝置提出改善精確度的技術,雷達裝置一般分成有「脈衝波雷達(Pulsed Radar)」及「連續波雷達(Continuous-Wave Radar)」。而連續波雷達可再區分為「頻率調變連續波雷達(FMCW Radar)」與「都普勒雷達(Doppler Radar)」。 Today's radar systems are widely used, typically for tracking or searching for targets. In order to improve the accuracy of the radar tracking target and reduce the error to improve the accuracy of the radar device, both the academic community and the industry continue to improve the accuracy of the radar device. The radar device is generally divided into "Pulsed Radar". And "Continuous-Wave Radar". Continuous wave radar can be further classified into "FMCW Radar" and "Doppler Radar".

習知FMCW雷達之掃描波型,通常是低頻掃描波型,FMCW雷達採用低功率,發射峰值功率低,可以避免人員遭受微波輻射之危險,但FMCW僅處理一次掃描之雷達回波,雖然信號處理比較簡單,對於小目標之偵測距離有以下缺點:須拉長FMCW發射掃描時間(Ts),以提高接收訊雜比,在有雜波之環境下,加入移動目標指示(Moving Target Indication,MTI)濾波器以濾除靜止不動之雜波,提高移動目標之偵測。但是,如果掃描時間太長,亦即低脈波重複頻率(Pulse Repetition Frequency,PRF),則 MTI帶通濾波器之都卜勒清澈區域(clear region)變得很窄,使得目標速度稍大時,都卜勒摺疊之情況就變得很嚴重,目標容易與雜波(clutter)一起被MTI所濾除。因此,低PRF(~200Hz以下)適於慢速目標之偵測,但是並不適合較高速目標之偵測。對於較高速度目標之偵測,必須採用比較高PRF(~2kHz)。然而,高PRF亦有其限制,當PRF高則Ts短,使得單一掃描之訊雜比不足,為了改善訊雜比必須採用多次掃描,經過快速傅立葉轉換(Fast Fourier Transform,FFT)積分以增加同調增益,此種方式稱之為FMCW都卜勒處理,可以同時獲得目標距離與速度。雖然,對於快速目標之偵測,可以採用高頻掃描波型;但是低速目標卻容易被MTI所濾除,針對速度範圍大之不同目標,無法同時兼顧。 The scanning waveform of the conventional FMCW radar is usually a low-frequency scanning wave type. The FMCW radar uses low power and has low emission peak power, which can avoid the danger of personnel suffering from microwave radiation, but the FMCW only processes the radar echo of one scan, although the signal processing It is relatively simple. The detection distance for small targets has the following disadvantages: the FMCW transmission scan time (Ts) must be lengthened to improve the received signal-to-noise ratio, and the moving target indication (Moving Target Indication, MTI) is added in the presence of clutter. The filter filters out stationary clutter and improves the detection of moving targets. However, if the scan time is too long, that is, the Pulse Repetition Frequency (PRF), then The clear region of the MTI band-pass filter becomes very narrow, so that when the target speed is slightly larger, the situation of the Buhler folding becomes very serious, and the target is easily MTI together with the clutter. Filtered out. Therefore, low PRF (~200Hz or less) is suitable for slow target detection, but it is not suitable for detection of higher speed targets. For higher speed target detection, a higher PRF (~2 kHz) must be used. However, high PRF also has its limitations. When the PRF is high, the Ts is short, which makes the signal-to-noise ratio of the single scan insufficient. In order to improve the signal-to-noise ratio, multiple scans must be used, and the Fast Fourier Transform (FFT) integral is added to increase Coherent gain, this method is called FMCW Doppler processing, which can simultaneously achieve the target distance and speed. Although high-frequency scanning waveforms can be used for fast target detection, low-speed targets are easily filtered by MTI, and cannot be considered at the same time for different targets with a wide range of speeds.

在面對來自傳統與非對稱威脅之環境,小目標之偵測成為偵搜雷達之整體範籌。通常在極端環境與惡劣氣候下,仍必須具備小目標偵測性能。在陸上之雷達,在地面雜波下之目標能見度(Sub Clutter Visibility)是重要之參數。在海上之雷達,則必須增加對移動雷達平臺之運動補償。基於上述原因,安全防護雷達所面對之挑戰是,通常操作於強而複雜之雜波環境下,對慢速小目標進行偵測。因此,安全防護雷達除了必須具有優越之接收靈敏度,還需具備良好之目標與雜波辨識能力。 In the face of the environment from traditional and asymmetric threats, the detection of small targets has become the overall strategy of the search radar. Small target detection performance is still required in extreme environments and harsh climates. On land radar, Sub Clutter Visibility is an important parameter in ground clutter. In the case of radar at sea, motion compensation for mobile radar platforms must be increased. For the above reasons, the challenge of the security radar is that it usually operates in a strong and complex clutter environment to detect slow small targets. Therefore, in addition to having superior receiving sensitivity, the safety radar needs to have good targets and clutter identification capabilities.

低功率FMCW雷達對慢速小目標之偵測,通常會面臨下列之挑戰。小目標之雷達截面積(Radar Cross-Section,RCS)通常小於1m2,甚至於只有0.1m2,對偵測距離之需求是低功率雷達之一大挑戰。雷達工作之環境,不論在陸地或海上,其背景雜波(background clutter)強度往往遠超 過小目標之RCS,對於低速小目標之偵測尤其困難,因此如何提高雷達在雜波下之目標能見度(Sub Clutter Visibility)是另一項挑戰。 The detection of slow small targets by low-power FMCW radars often faces the following challenges. The Radar Cross-Section (RCS) of small targets is usually less than 1 m 2 , even 0.1 m 2 , and the need for detection distance is a major challenge for low-power radars. The environment in which radar works, whether on land or at sea, the intensity of background clutter often far exceeds the RCS of small targets. It is especially difficult to detect low-speed small targets, so how to improve the target visibility of radar under clutter ( Sub Clutter Visibility) is another challenge.

本創件提出一種連續波雷達感測系統之信號處理裝置,可以提高距離解析度、提高訊雜比、偵測距離增大、直接取得目標速度,以及提高當目標速度範圍非常寬廣時之偵測率,以改善習知技術的缺點。 This invention proposes a signal processing device for a continuous wave radar sensing system, which can improve the distance resolution, improve the signal-to-noise ratio, increase the detection distance, directly obtain the target speed, and improve the detection when the target speed range is very wide. Rate to improve the shortcomings of conventional techniques.

本創作提出一種連續波雷達感測系統之信號處理裝置,在波束駐留時間內,採用低PRF與高PRF模式交叉掃瞄方式,以獲得最佳之小目標偵測性。 This paper proposes a signal processing device for a continuous wave radar sensing system. In the beam dwell time, the low PRF and high PRF mode cross scanning modes are used to obtain the best small target detection.

本創作提出一種連續波雷達感測系統之信號處理裝置,包含:一發射單元,包含:一掃頻控制器和一本地振盪器,該掃頻控制器控制本地振盪器產生一第一變頻訊號及一第二變頻訊號;以及一發射天線,與該本地振盪器電性連接,且依序間隔交錯發射該第一變頻訊號及該第二變頻訊號;以及一接收裝置,其包含:一接收天線、一混頻及低通濾波模組、一類比至數位轉換器及一數位訊號處理模組,該接收天線接收該第一變頻訊號及該第二變頻訊號的一回波訊號,該混頻及低通濾波模組將回波信號與本地振盪器產生之該第一變頻訊號和該第二變頻訊號進行混頻及低通處理,可得二者間的拍頻信號,而該類比至數位轉換器將此拍頻信號取樣並轉換為數位信號後,由數位訊號處理模組運算得出目標物相對於連續波雷達感測系統之信號處理裝置的距離、移動速度等資訊。 The present invention provides a signal processing device for a continuous wave radar sensing system, comprising: a transmitting unit comprising: a frequency sweep controller and a local oscillator, wherein the frequency sweep controller controls the local oscillator to generate a first frequency conversion signal and a a second frequency conversion signal; and a transmitting antenna electrically connected to the local oscillator, and sequentially interleaving and transmitting the first frequency conversion signal and the second frequency conversion signal; and a receiving device comprising: a receiving antenna, a a mixing and low-pass filter module, a analog-to-digital converter and a digital signal processing module, the receiving antenna receiving an echo signal of the first frequency conversion signal and the second frequency conversion signal, the mixing and low pass The filter module mixes the echo signal with the first frequency conversion signal and the second frequency conversion signal generated by the local oscillator to obtain a beat signal between the two, and the analog to digital converter After the beat signal is sampled and converted into a digital signal, the distance and movement of the target object relative to the signal processing device of the continuous wave radar sensing system are calculated by the digital signal processing module. Degree information.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,其中該第一變頻訊號為高脈沖重複頻率訊號,該第二變頻訊號為低脈沖重複頻率訊號。 In an embodiment of the signal processing device of the continuous wave radar sensing system of the present invention, the first frequency conversion signal is a high pulse repetition frequency signal, and the second frequency conversion signal is a low pulse repetition frequency signal.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,在一天線駐留時間內,產生複數個第一變頻訊號及複數個一第二變頻訊號。 In an embodiment of the signal processing device of the continuous wave radar sensing system of the present invention, a plurality of first frequency conversion signals and a plurality of second frequency conversion signals are generated during an antenna residence time.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,該第一變頻訊號及該第二變頻訊號總共佔該駐波停留時間的80%。 In an embodiment of the signal processing device of the continuous wave radar sensing system of the present invention, the first frequency conversion signal and the second frequency conversion signal together account for 80% of the standing wave residence time.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,該第一變頻訊號及該第二變頻訊號分別佔據相等的時間。 In an embodiment of the signal processing device of the continuous wave radar sensing system of the present invention, the first frequency conversion signal and the second frequency conversion signal respectively occupy an equal time.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,高脈沖重複頻率訊號的頻率介於2kHz至4kHz。 In an embodiment of the signal processing apparatus of the continuous wave radar sensing system of the present invention, the frequency of the high pulse repetition frequency signal is between 2 kHz and 4 kHz.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,低脈沖重複頻率訊號的頻率小於200Hz。 In an embodiment of the signal processing apparatus of the continuous wave radar sensing system of the present invention, the frequency of the low pulse repetition frequency signal is less than 200 Hz.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,進一步還包括有一移動目標指示濾波器,一都卜勒訊號處理模組以及一目標判斷單元,該移動目標指示濾波器包括有一第一轉置記憶體,可以先暫存經由該數位訊號處理模組透過快速傅立葉轉換運算得出距離資訊,當累積至預先設定好的資訊量後,再經由該都卜勒訊號處理模組將在該第一轉置記憶體內的距離資訊取出並再進行快速傅立葉轉換運算,輪出二維度的資訊至該目標判斷單元,目標判斷單元運用目標偵測邏輯,可以進行目標偵測與追蹤。 An embodiment of the signal processing apparatus of the continuous wave radar sensing system of the present invention further includes a moving target indicating filter, a Doppler signal processing module, and a target determining unit, wherein the moving target indicating filter includes a first A transposed memory can be temporarily stored through the digital signal processing module to obtain distance information through a fast Fourier transform operation, and after accumulating to a predetermined amount of information, the processing module via the Doppler signal will be The distance information in the first transposed memory is taken out and then subjected to a fast Fourier transform operation, and the two-dimensional information is rotated to the target judging unit, and the target judging unit uses the target detection logic to perform target detection and tracking.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,還包括一第二轉置記憶體,當該第一轉置記憶體累積至預先設定好的資 訊量後,會開始進行資料處理,在資料處理的同時,經由該數位訊號處理模組透過快速傅立葉轉換運算得出距離資訊可以暫存在該第二轉置記憶體,透過該第一轉置記憶體和第二轉置記憶體的交互運用,可以節省資料處理的等待時間。 In an embodiment of the signal processing device of the continuous wave radar sensing system of the present invention, the method further includes a second transposed memory, and the first transposed memory is accumulated to a predetermined amount of resources. After the data is processed, the data processing is started. At the same time as the data processing, the distance information can be temporarily stored in the second transposed memory through the fast Fourier transform operation through the digital signal processing module, and the first transposed memory is transmitted through the first transposed memory. The interactive use of the body and the second transposed memory can save the waiting time of data processing.

本發明連續波雷達感測系統之信號處理裝置一實施方式中,該第一變頻訊號及該第二變頻訊號為鋸齒波。 In an embodiment of the signal processing device of the continuous wave radar sensing system of the present invention, the first frequency conversion signal and the second frequency conversion signal are sawtooth waves.

10‧‧‧連續波雷達感測系統之信號處理裝置 10‧‧‧Signal processing device for continuous wave radar sensing system

11‧‧‧發射單元 11‧‧‧ Launch unit

111‧‧‧發射天線 111‧‧‧transmitting antenna

113‧‧‧本地振盪器 113‧‧‧Local oscillator

115‧‧‧掃頻控制器 115‧‧‧Sweep frequency controller

13‧‧‧接收單元 13‧‧‧ Receiving unit

131‧‧‧接收天線 131‧‧‧Receiving antenna

133‧‧‧混頻及低通濾波模組 133‧‧‧ Mixing and low-pass filter modules

135‧‧‧類比至數位轉換器 135‧‧‧ analog to digital converter

137‧‧‧數位訊號處理模組 137‧‧‧Digital Signal Processing Module

141‧‧‧第一轉置記憶體 141‧‧‧First transposed memory

142‧‧‧第二轉置記憶體 142‧‧‧Second transposed memory

143‧‧‧都卜勒訊號處理模組 143‧‧‧Doppler Signal Processing Module

145‧‧‧目標判斷單元 145‧‧‧Target Judgment Unit

圖1所示為本發明一實施例之連續波雷達感測系統之信號處理裝置示意圖;圖2所示為本發明一實施例之連續波雷達感測系統之信號處理裝置都卜勒運算示意圖;圖3所示為本發明另一實施例之連續波雷達感測系統之信號處理裝置具有第二轉置記憶體示意圖。 1 is a schematic diagram of a signal processing apparatus of a continuous wave radar sensing system according to an embodiment of the present invention; and FIG. 2 is a schematic diagram of a signal processing apparatus of a continuous wave radar sensing system according to an embodiment of the present invention; FIG. 3 is a schematic diagram showing a signal processing apparatus of a continuous wave radar sensing system according to another embodiment of the present invention having a second transposed memory.

本創作主要提供一種連續波雷達感測系統之信號處理裝置,利用產生交錯式輸出的連續波,以解決被感測目標速度變化範圍寬廣之問題。以下將詳述本案的各實施例,並配合附圖作為例示。除了這些詳細描述之外,本創作還可以廣泛地施行在其他的實施例中,任何所述實施例的輕易替代、修改、等效變化都包含在本案的範圍內,並以之後的專利範圍為准。 在說明書的描述中,為了使讀者對本創作有較完整的瞭解,提供了許多特定細節;然而,本創作可能在省略部分或全部這些特定細節的前提下,仍可實施。此外,眾所周知的步驟或元件並未描述於細節中,以避免造成本創作不必要的限制。附圖中相同或類似的元件將以相同或類似符號來表示。特別注意的是,附圖僅為示意之用,並非代表元件實際的尺寸或數量,不相關的細節未完全繪出,以求附圖的簡潔。 The present invention mainly provides a signal processing device for a continuous wave radar sensing system, which utilizes a continuous wave that produces an interleaved output to solve the problem of a wide range of changes in the speed of the sensed target. The embodiments of the present invention will be described in detail below with reference to the accompanying drawings. In addition to the detailed description, the present invention can be widely practiced in other embodiments, and any alternatives, modifications, and equivalent changes of any of the embodiments are included in the scope of the present invention, and the scope of the following patents is quasi. In the description of the specification, a number of specific details are provided for the reader to have a more complete understanding of the present invention; however, the present invention may be implemented without omitting some or all of these specific details. In addition, well-known steps or elements are not described in detail to avoid unnecessarily limiting the present invention. The same or similar elements in the drawings will be denoted by the same or similar symbols. It is specifically noted that the drawings are for illustrative purposes only and are not representative of actual size or number of elements, and that irrelevant details are not fully depicted in order to facilitate the drawing.

本創作主要提供一種連續波雷達感測系統之信號處理裝置,使用低PRF與高PRF雙模式方法,交錯使用FMCW傳統模式與都卜勒處理模式,利用FMCW都卜勒處理(Doppler processing)之方式,消除雜波之效果獲得改善,並且可以直接取得目標速度,處理移動目標之速度範圍較寬,都卜勒處理之FFT點數愈多,其速度範圍愈寬,解決當目標移動速度範圍變異大時之問題。 This creation mainly provides a signal processing device for continuous wave radar sensing system. It uses low PRF and high PRF dual mode method, interleaving FMCW traditional mode and Doppler processing mode, and adopts FMCW Doppler processing. The effect of eliminating clutter is improved, and the target speed can be directly obtained. The speed range of the moving target is wide, and the more FFT points are processed by the Buhler, the wider the speed range is, and the range is large when the target moving speed range is large. The problem at the time.

對於目標移動速度範圍變異大之情況,如須處理快速之空中目標(如無人機)與慢速目標(如地面行人)。單獨使用FMCW傳統模式,或都卜勒處理模式均有不足,無法兼顧。雙模式方法是解決前述問題之良策。FMCW傳統模式時,FMCW雷達採用極低掃描頻率,可以涵蓋低速度之目標,使其不致於被MTI濾波器所濾除。都卜勒處理模式時,其掃描頻率最高達2kHz以上,可以處理都卜勒頻率達2kHz之目標,而沒有速度混淆之情形。 For situations where the range of target moving speed varies greatly, such as dealing with fast air targets (such as drones) and slow targets (such as ground pedestrians). The FMCW traditional mode alone or the Doppler processing mode is insufficient and cannot be considered. The dual mode approach is a good solution to the aforementioned problems. In the FMCW legacy mode, the FMCW radar uses a very low sweep frequency that can cover low speed targets so that it is not filtered by the MTI filter. In the Doppler processing mode, the scanning frequency is up to 2 kHz and can handle the Doppler frequency up to 2 kHz without the speed confusion.

如圖1所示,為本創作連續波雷達感測系統之信號處理裝置10之示意圖,依其運作可分為一發射單元11及一接收單元13;發射單元11包含有一發射天線111、一本地振盪器(Local Oscillator)113及一掃頻 控制器(Sweep Controller)115;而接收單元13包含有一接收天線131、一混頻及低通濾波模組133、一類比至數位轉換器135及一數位訊號處理模組137。連續波雷達感測系統之信號處理裝置10之偵測運作簡述如下,掃頻控制器115控制本地振盪器113產生調頻連續波訊號或其他延伸類型之調頻連續波訊號,經由發射天線111向外輻射;對應地,接收天線131收到目標物反射之回波信號後,混頻及低通濾波模組133將回波信號與本地振盪器113產生之弦波信號進行混頻及低通處理,可得二者間的拍頻(Beat Frequency)信號,而類比至數位轉換器135可將此拍頻信號取樣並轉換為數位信號後,由數位訊號處理模組137運算得出目標物相對於連續波雷達感測系統之信號處理裝置10的距離、移動速度等資訊。 As shown in FIG. 1 , a schematic diagram of a signal processing device 10 for a continuous wave radar sensing system according to the present invention can be divided into a transmitting unit 11 and a receiving unit 13 according to the operation thereof; the transmitting unit 11 includes a transmitting antenna 111 and a local device. Local Oscillator 113 and a sweep The Sweep Controller 115 includes a receiving antenna 131, a mixing and low-pass filtering module 133, an analog-to-digital converter 135, and a digital signal processing module 137. The detection operation of the signal processing device 10 of the continuous wave radar sensing system is as follows. The frequency sweep controller 115 controls the local oscillator 113 to generate a frequency modulated continuous wave signal or other extended type of frequency modulated continuous wave signals, which are outwardly transmitted via the transmitting antenna 111. Radiation; correspondingly, after the receiving antenna 131 receives the echo signal reflected by the target, the mixing and low-pass filtering module 133 performs mixing and low-pass processing on the echo signal and the sine wave signal generated by the local oscillator 113. The beat frequency signal between the two can be obtained, and the analog to digital converter 135 can sample and convert the beat signal into a digital signal, and then the digital signal processing module 137 calculates the target relative to the continuous Information such as the distance and moving speed of the signal processing device 10 of the wave radar sensing system.

為了運算出目標物的距離、移動速度等資訊,數位訊號處理模組137需將時域的拍頻數位信號轉換至頻域,常見的方式係使用快速傅立葉轉換(Fast Fourier Transtorm,FFT),但不限於此。然而,為了降低頻譜的洩漏(Spectral Leakage),在進行快速傅立葉轉換前,數位訊號處理模組137可對取樣後之拍頻信號先在時域與一窗函數(Window function)相乘,避免目標回波在頻譜上相互幹擾,造成訊號雜訊比下降,影響連續波雷達感測系統之信號處理裝置10的性能。經由窗函數及快速傅立葉轉換後,數位訊號處理模組137再以一固定或動態閘限值(Threshold)偵測出目標物的拍頻率,例如可根據調變圖樣(Pattern)的不同,利用兩個或多個鳥鳴時間(chirp time)的拍頻率,或是一個拍頻率及其相位資訊,即可得到目標物的距離及相對速度等資訊。 In order to calculate the distance, movement speed and the like of the target, the digital signal processing module 137 needs to convert the beat frequency signal of the time domain to the frequency domain. The common method is to use Fast Fourier Transtorm (FFT), but Not limited to this. However, in order to reduce the spectrum leakage, the digital signal processing module 137 can multiply the sampled beat signal in the time domain by a window function before the fast Fourier transform to avoid the target. The echoes interfere with each other in the spectrum, causing the signal to noise ratio to drop, affecting the performance of the signal processing device 10 of the continuous wave radar sensing system. After the window function and the fast Fourier transform, the digital signal processing module 137 detects the beat frequency of the target with a fixed or dynamic threshold (Threshold), for example, according to the difference of the modulation pattern (Pattern), Information such as the beat frequency of the chirp time or a beat frequency and its phase information can obtain the distance and relative speed of the target.

由上述可知,利用窗函數、快速傅立葉轉換及拍頻率偵測, 數位訊號處理模組137可得到目標物的距離及相對速度等資訊。然而,數位訊號處理模組137係在有限時間進行頻譜分析,其物體分辨能力將會被拍頻率fb在頻域上的頻寬限制。其中,連續波雷達感測系統之信號處理裝置10之距離解析度(Range Resolution),由掃頻控制器115的頻寬決定。連續波雷達感測系統之信號處理裝置10之速度解析度(Velocity Resolution),由掃頻控制器115的起始頻率f0和調變時間Tm決定。 As can be seen from the above, using window function, fast Fourier transform and beat frequency detection, The digital signal processing module 137 can obtain information such as the distance and relative speed of the target. However, the digital signal processing module 137 performs spectrum analysis for a limited time, and the object resolution capability is limited by the bandwidth of the beat frequency fb in the frequency domain. The range resolution of the signal processing device 10 of the continuous wave radar sensing system is determined by the bandwidth of the frequency sweep controller 115. The Velocity Resolution of the signal processing device 10 of the continuous wave radar sensing system is determined by the starting frequency f0 and the modulation time Tm of the frequency sweep controller 115.

本創作連續波雷達感測系統之信號處理裝置10為達成移動小目標最佳的偵測性能,進一步還包括有移動目標指示濾波器14(Moving Target Indication Filter,MTIF),移動目標指示濾波器14包括有第一轉置記憶體141(Corner Turn Memory,CTM),可以先暫存經由數位訊號處理模組137透過快速傅立葉轉換運算得出距離資訊,當累積至預先設定好的資訊量後,再經由都卜勒訊號處理模組143將在第一轉置記憶體141內的距離資訊取出並再進行快速傅立葉轉換運算,輪出二維度的資訊至目標判斷單元145,目標判斷單元141運用目標偵測邏輯,可以進行目標偵測與追蹤。 The signal processing device 10 of the present continuous wave radar sensing system is configured to achieve the best detection performance of the mobile small target, and further includes a Moving Target Indication Filter (MTIF) and a moving target indication filter 14 The first transposed memory 141 (CTM) can be temporarily stored in the digital signal processing module 137 through the fast Fourier transform operation to obtain the distance information, and after accumulating to a preset amount of information, The distance information in the first transposition memory 141 is taken out by the Doppler signal processing module 143 and subjected to a fast Fourier transform operation, and the two-dimensional information is rotated to the target judging unit 145, and the target judging unit 141 uses the target Detector. Measure logic for target detection and tracking.

偵測慢速小目標(RCS約0.1~1m2,速度0.3~30m/sec)之雷達,必須具有優越之靈敏度。在峰值發射功率固定之條件下,將目標駐留時間Tot(time on target,or dwell time)拉長,有助於訊雜比之提高,偵測距離因而提高。傳統FMCW雷達,是採一維FFT處理,進行距離壓縮以獲得距離資訊,但是無法獲得目標之速度。當掃描時間Ts越長,雷達脈衝重複間隔(Pulse Repetition Intervals,PRI)也同樣變大,則取樣點越多,FFT點數越多增益也就越大,在訊雜比之提高下,因此增進偵測距離。如果將 Ts與PRI縮短,則在Tot不變下,可以累積多個掃描波型,可以做二維之都卜勒處理(Doppler process),可以獲得目標之速度資料,而由於二維之都卜勒處理具有同調積分增益,偵測距離可以維持不變甚或改善。由於雷達操作於強而複雜之雜波環境下,雜波強度通常是目標之百倍~萬倍(100~10000m2),因此藉由提高發射頻寬距離提高解析度,因距離元變小可以使距離元內雜波功率比例變小,以達到改善信號雜波比(S/C),提高雜波能見度(subclutter visibility,SCV),因此提高對慢速小目標之偵測率。 Radars that detect slow small targets (RCS about 0.1~1m 2 , speed 0.3~30m/sec) must have superior sensitivity. Under the condition that the peak transmit power is fixed, the target on target (or dwell time) is elongated, which helps the signal-to-noise ratio to be increased, and the detection distance is thus increased. The traditional FMCW radar adopts one-dimensional FFT processing to perform distance compression to obtain distance information, but the speed of the target cannot be obtained. When the scan time Ts is longer, the Pulse Repetition Intervals (PRI) is also larger. The more sampling points, the more the FFT points are, and the greater the gain, the higher the signal-to-noise ratio. Detect distance. If Ts and PRI are shortened, multiple scan waveforms can be accumulated under the constant Tot, and a two-dimensional Doppler process can be performed to obtain the velocity data of the target, and since the two-dimensional The processing has a coherent integration gain, and the detection distance can be maintained constant or even improved. Since the radar operates in a strong and complicated clutter environment, the clutter intensity is usually 100 times to 10,000 times (100~10000 m 2 ) of the target. Therefore, by increasing the transmission bandwidth distance, the resolution is improved, and the distance element becomes smaller. The ratio of the power of the intra-band clutter becomes smaller, so as to improve the signal clutter ratio (S/C) and improve the subclutter visibility (SCV), thereby improving the detection rate of the slow small target.

本創作連續波雷達感測系統之信號處理裝置10在天線駐留時間(dwell time)內連續掃發射數個FMCW之鋸齒波(Sawtooth Wave)。在第一個鋸齒波內,將接收單元13的振盪頻率(beat frequency)輸出轉成數位後,進行FFT處理運算,其輸出為距離資料存放在記憶體內。依上述方式,如圖2所示,將第二、三、四個鋸齒波之FFT輸出依序排列,存放在第一轉置記憶體141內,其中距離資料存入之方向是由下而上,將同一個距離閘之資料橫向取出進行FFT運算,因此將此一記憶體稱為轉置記憶體(Corner turn memory),每一距離閘之資料均進行同樣之FFT運算,其輸出為2維距離資訊(Range-Doppler map)。 The signal processing device 10 of the present continuous wave radar sensing system continuously sweeps and emits several FMCW sawtooth waves within an antenna dwell time. In the first sawtooth wave, after the output of the beat frequency of the receiving unit 13 is converted into a digit, an FFT processing operation is performed, and the output is stored in the memory as the distance data. In the above manner, as shown in FIG. 2, the FFT outputs of the second, third, and fourth sawtooth waves are sequentially arranged and stored in the first transposed memory 141, wherein the direction in which the data is stored is from bottom to top. The data of the same distance gate is taken out laterally for FFT operation. Therefore, this memory is called a turn-turn memory (Corner turn memory), and the data of each distance gate is subjected to the same FFT operation, and the output is 2D. Range-Doppler map.

本創作連續波雷達感測系統之信號處理裝置10,透過掃頻控制器115控制本地振盪器113在一天線駐留時間內產生複數個變頻訊號,所述複數個變頻訊號包括一第一變頻訊號及一第二變頻訊號,其中該第一變頻訊號為高脈沖重複頻率訊號且該第二變頻訊號為低脈沖重複頻率訊號,在本實施方式中,包括複數個第一變頻訊號及複數個第二變頻訊號。在本實施方式中,第一變頻訊號及第二變頻訊號為鋸齒波。為了預留資料運算時間, 所述第一變頻訊號及該第二變頻訊號總佔天線駐留時間為60%至80%,最佳為80%。而在所佔的天線駐留時間內,其中第一變頻訊號及第二變頻訊號又分別佔據相等的時間。本實施例中,高脈沖重複頻率訊號的頻率介於2kHz至4kHz,低脈沖重複頻率訊號的頻率小於200Hz。如圖2所示,可以先產生複數個高脈沖重複頻率訊號再產生複數個低脈沖重複頻率訊號,但也可以先產生複數個低脈沖重複頻率訊號再產生複數個高脈沖重複頻率訊號。 The signal processing device 10 of the continuous wave radar sensing system of the present invention controls the local oscillator 113 to generate a plurality of frequency conversion signals during an antenna residence time by using a frequency sweep controller 115. The plurality of frequency conversion signals include a first frequency conversion signal and a second frequency conversion signal, wherein the first frequency conversion signal is a high pulse repetition frequency signal and the second frequency conversion signal is a low pulse repetition frequency signal. In this embodiment, the plurality of first frequency conversion signals and the plurality of second frequency conversion signals are included. Signal. In this embodiment, the first variable frequency signal and the second variable frequency signal are sawtooth waves. In order to reserve data calculation time, The first frequency conversion signal and the second frequency conversion signal always occupy an antenna residence time of 60% to 80%, preferably 80%. The first variable frequency signal and the second variable frequency signal respectively occupy an equal time in the occupied antenna staying time. In this embodiment, the frequency of the high pulse repetition frequency signal is between 2 kHz and 4 kHz, and the frequency of the low pulse repetition frequency signal is less than 200 Hz. As shown in FIG. 2, a plurality of high pulse repetition frequency signals may be generated to generate a plurality of low pulse repetition frequency signals, but a plurality of low pulse repetition frequency signals may be generated to generate a plurality of high pulse repetition frequency signals.

FMCW防撞雷達,通常使用低速掃描(PRF數10Hz,<100Hz),因其Ts長(~10ms)故filter BW窄,距離解析度高。配合上掃(up sweep)與下掃(down sweep),經計算可以獲得精確之目標距離與速度。當目標RCS小於同距離閘之雜波(clutter),目標會被雜波所遮蔽,故設計MTI以濾除clutter,但是速度太低之移動目標也可能同時被MTI所濾掉。為避免低速度之移動目標被濾除,通常是使用低PRF。速度低於0.1 PRF之移動目標被濾除。 FMCW anti-collision radar usually uses low-speed scanning (PRF number 10Hz, <100Hz). Because of its Ts length (~10ms), filter BW is narrow and the distance resolution is high. With the up sweep and down sweep, the exact target distance and speed can be calculated. When the target RCS is smaller than the clutter of the same distance gate, the target will be obscured by the clutter, so the MTI is designed to filter out the clutter, but the moving target with too low speed may also be filtered by the MTI. To avoid moving targets at low speeds, it is common to use low PRF. Moving targets with speeds below 0.1 PRF are filtered out.

如上所述,接收單元13包含:接收天線131、混頻及低通濾波模組133、類比至數位轉換器135及數位訊號處理模組137,接收天線131接收第一變頻訊號及該第二變頻訊號的一回波訊號,混頻及低通濾波模組133將回波信號與本地振盪器113產生之該第一變頻訊號和該第二變頻訊號進行混頻及低通處理,可得二者間的拍頻信號,而類比至數位轉換器135將此拍頻信號取樣並轉換為數位信號後,由數位訊號處理模組137運算得出目標物相對於連續波雷達感測系統之信號處理裝置10的距離、移動速度等資訊,再透過都卜勒訊號處理模組143作2維距離資訊運算,最 後透過目標判斷單元145進行目標偵測與追蹤。 As described above, the receiving unit 13 includes: a receiving antenna 131, a mixing and low-pass filtering module 133, an analog-to-digital converter 135, and a digital signal processing module 137. The receiving antenna 131 receives the first variable frequency signal and the second frequency conversion. An echo signal of the signal, the mixing and low-pass filter module 133 performs mixing and low-pass processing on the echo signal and the first frequency conversion signal and the second frequency conversion signal generated by the local oscillator 113. The beat signal, and the analog to digital converter 135 samples and converts the beat signal into a digital signal, and the digital signal processing module 137 calculates the signal processing device of the target relative to the continuous wave radar sensing system. 10 distance, movement speed and other information, and then through the Doppler signal processing module 143 for 2D distance information operation, the most The target detection unit 145 performs target detection and tracking.

在另一實施方式中,如圖3所示,移動目標指示濾波器14還包括有第二轉置記憶體142,當第一轉置記憶體141累積至預先設定好的資訊量後,會開始進行資料處理,在資料處理的同時,經由數位訊號處理模組137透過快速傅立葉轉換運算得出距離資訊可以暫存在第二轉置記憶體142,透過第一轉置記憶體141和第二轉置記憶體142的交互運用,可以節省資料處理的等待時間。 In another embodiment, as shown in FIG. 3, the moving target indication filter 14 further includes a second transposition memory 142. When the first transposition memory 141 accumulates to a preset amount of information, it will start. Data processing is performed, and at the same time as the data processing, the distance information can be temporarily stored in the second transposition memory 142 via the digital signal processing module 137 through the fast Fourier transform operation, and the first transposition memory 141 and the second transposition are transmitted. The interactive use of the memory 142 can save the waiting time of data processing.

傳統FMCW雷達,是採一維FFT處理,進行距離壓縮以獲得距離資訊,但是無法獲得目標之速度。當掃描時間Ts越長(PRI也同樣變大),則取樣點越多,FFT點數越多增益也就越大,在信雜比之提高下,因此增進偵測距離。如果將Ts(與PRI)縮短,則在Tot不變下,可以累積多個掃描波型,可以做二維之都卜勒處理(Doppler process),可以獲得目標之速度資料,而由於二維之都卜勒處理具有同調積分增益,偵測距離可以維持不變甚或改善。 The traditional FMCW radar adopts one-dimensional FFT processing to perform distance compression to obtain distance information, but the speed of the target cannot be obtained. When the scanning time Ts is longer (PRI is also larger), the more sampling points, the greater the FFT points, the greater the gain, and the higher the signal-to-noise ratio, thus increasing the detection distance. If Ts (and PRI) is shortened, multiple scan waveforms can be accumulated under the constant Tot, and the two-dimensional Doppler process can be used to obtain the target velocity data, and The Doppler process has a coherent integration gain, and the detection distance can be maintained constant or even improved.

本創作保有傳統FMCW雷達之優點,即具有低峰值功率,又有良好距離解析度。低峰值功率低能耗,降低操作人員電磁輻射之危險。FMCW都卜勒處理(Doppler processing)之方式,消除雜波之效果獲得改善,並且可以直接取得目標速度。可以處理移動目標之速度範圍較寬,都卜勒處理之FFT點數愈多其速度範圍愈寬。混合FMCW與Doppler processing之處理方式,達到消除地面雜波之效果,因此可以偵測移動速度非常低之目標。Doppler processing可以增加訊雜比(SNR)提高偵測距離,同時可以獲得目標速度。 This creation retains the advantages of the traditional FMCW radar, which has low peak power and good range resolution. Low peak power and low energy consumption reduce the risk of electromagnetic radiation from operators. The FMCW Doppler processing method improves the effect of eliminating clutter and can directly achieve the target speed. The range of speeds at which a moving target can be processed is wide, and the more the number of FFT points processed by the Doppler, the wider the speed range. Hybrid FMCW and Doppler processing are used to eliminate ground clutter, so you can detect very low moving speed targets. Doppler processing can increase the signal-to-noise ratio (SNR) to increase the detection distance while achieving the target speed.

本創作連續波雷達感測系統之信號處理裝置使用雙模式方法,交錯使用FMCW傳統模式與都卜勒處理模式,可以解決當自標速度範圍非常寬時之問題。交錯方式可以在天線駐留時間內進行交錯,或是於天線掃描(scan by scan)之間進行交錯。對於目標速度變化範圍非常寬之情況,如須處理快速之空中目標(如無人機)與慢速目標(如地面行人)。單獨使用FMCW傳統模式或都卜勒處理模式均有不足。FMCW傳統模式時,FMCW雷達採用極低掃描頻率,可以涵蓋低速度之目標,使其不致於被MTI濾波器所濾除。都卜勒處理模式時,其掃描頻率最高達2kHz以上,可以處理都卜勒頻率達2kHz之目標,而沒有速度混淆之情形。增加FMCW發射波型頻寬,可以改善距離解析度,同時改善信號與雜波比值(S/C),提高雷達在雜波下之目標偵測能力。 The signal processing device of the continuous wave radar sensing system of the present invention uses a dual mode method, and the FMCW traditional mode and the Doppler processing mode are interleaved to solve the problem when the self-standard speed range is very wide. Interleaving can be interleaved during antenna dwell time or interleaved between scan by scan. For situations where the target speed varies widely, such as dealing with fast air targets (such as drones) and slow targets (such as ground pedestrians). Insufficient use of the FMCW legacy mode or the Doppler processing mode alone. In the FMCW legacy mode, the FMCW radar uses a very low sweep frequency that can cover low speed targets so that it is not filtered by the MTI filter. In the Doppler processing mode, the scanning frequency is up to 2 kHz and can handle the Doppler frequency up to 2 kHz without the speed confusion. Increasing the FMCW transmit mode bandwidth can improve the range resolution, improve the signal-to-clutter ratio (S/C), and improve the target detection capability of the radar under clutter.

10‧‧‧連續波雷達感測系統之信號處理裝置 10‧‧‧Signal processing device for continuous wave radar sensing system

11‧‧‧發射單元 11‧‧‧ Launch unit

111‧‧‧發射天線 111‧‧‧transmitting antenna

113‧‧‧本地振盪器 113‧‧‧Local oscillator

115‧‧‧掃頻控制器 115‧‧‧Sweep frequency controller

13‧‧‧接收單元 13‧‧‧ Receiving unit

131‧‧‧接收天線 131‧‧‧Receiving antenna

133‧‧‧混頻及低通濾波模組 133‧‧‧ Mixing and low-pass filter modules

135‧‧‧類比至數位轉換器 135‧‧‧ analog to digital converter

137‧‧‧數位訊號處理模組 137‧‧‧Digital Signal Processing Module

141‧‧‧第一轉置記憶體 141‧‧‧First transposed memory

142‧‧‧第二轉置記憶體 142‧‧‧Second transposed memory

143‧‧‧都卜勒訊號處理模組 143‧‧‧Doppler Signal Processing Module

145‧‧‧目標判斷單元 145‧‧‧Target Judgment Unit

Claims (10)

一種連續波雷達感測系統之信號處理裝置,包含:一發射單元,具有一掃頻控制器和一本地振盪器,該掃頻控制器控制本地振盪器產生一第一變頻訊號及一第二變頻訊號;一發射天線,與該本地振盪器電性連接,且依序間隔交錯發射該第一變頻訊號及該第二變頻訊號;以及一接收裝置,具有一接收天線、一混頻及低通濾波模組、一類比至數位轉換器及一數位訊號處理模組,該接收天線接收該第一變頻訊號及該第二變頻訊號的一回波訊號,該混頻及低通濾波模組將回波信號與本地振盪器產生之該第一變頻訊號和該第二變頻訊號進行混頻及低通處理,可得二者間的拍頻信號,而該類比至數位轉換器將此拍頻信號取樣並轉換為數位信號後,由數位訊號處理模組運算得出目標物相對於連續波雷達感測系統之信號處理裝置的距離、移動速度等資訊。 A signal processing device for a continuous wave radar sensing system, comprising: a transmitting unit having a frequency sweep controller and a local oscillator, wherein the frequency sweep controller controls the local oscillator to generate a first frequency conversion signal and a second frequency conversion signal a transmitting antenna electrically connected to the local oscillator, and sequentially interleaving and transmitting the first variable frequency signal and the second variable frequency signal; and a receiving device having a receiving antenna, a mixing frequency and a low pass filtering mode a group, a analog-to-digital converter and a digital signal processing module, the receiving antenna receiving an echo signal of the first frequency conversion signal and the second frequency conversion signal, the mixing and low-pass filter module will be an echo signal Mixing and low-pass processing the first variable frequency signal and the second variable frequency signal generated by the local oscillator to obtain a beat signal between the two, and the analog to digital converter samples and converts the beat signal After the digital signal, the digital signal processing module calculates the distance and moving speed of the target relative to the signal processing device of the continuous wave radar sensing system. 如申請專利範圍第1項所述之連續波雷達感測系統之信號處理裝置,其中該第一變頻訊號為高脈沖重複頻率訊號,該第二變頻訊號為低脈沖重複頻率訊號。 The signal processing device of the continuous wave radar sensing system according to claim 1, wherein the first frequency conversion signal is a high pulse repetition frequency signal, and the second frequency conversion signal is a low pulse repetition frequency signal. 如申請專利範圍第1項所述之連續波雷達感測系統之信號處理裝置,在一天線駐留時間內,產生複數個第一變頻訊號及複數個一第二變頻訊號。 The signal processing device of the continuous wave radar sensing system according to claim 1, wherein the plurality of first frequency conversion signals and the plurality of second frequency conversion signals are generated during an antenna residence time. 如申請專利範圍第3項所述之連續波雷達感測系統之信號處理裝置,該第一變頻訊號及該第二變頻訊號總共佔該駐波停留時間的80%。 The signal processing device of the continuous wave radar sensing system of claim 3, wherein the first frequency conversion signal and the second frequency conversion signal together account for 80% of the standing wave residence time. 如申請專利範圍第3項所述之連續波雷達感測系統之信號處理裝置,該第一變頻訊號及該第二變頻訊號分別佔據相等的時間。 The signal processing device of the continuous wave radar sensing system of claim 3, wherein the first frequency conversion signal and the second frequency conversion signal respectively occupy an equal time. 如申請專利範圍第2項所述之連續波雷達感測系統之信號處理裝 置,高脈沖重複頻率訊號的頻率介於2kHz至4kHz。 Signal processing equipment for a continuous wave radar sensing system as described in claim 2 The high pulse repetition frequency signal has a frequency between 2 kHz and 4 kHz. 如申請專利範圍第2項所述之連續波雷達感測系統之信號處理裝置,低脈沖重複頻率訊號的頻率小於200Hz。 The signal processing device of the continuous wave radar sensing system according to claim 2, wherein the frequency of the low pulse repetition frequency signal is less than 200 Hz. 如申請專利範圍第1項所述之連續波雷達感測系統之信號處理裝置,進一步還包括有一移動目標指示濾波器,一都卜勒訊號處理模組以及一目標判斷單元,該移動目標指示濾波器包括有一第一轉置記憶體,可以先暫存經由該數位訊號處理模組透過快速傅立葉轉換運算得出距離資訊,當累積至預先設定好的資訊量後,再經由該都卜勒訊號處理模組將在該第一轉置記憶體內的距離資訊取出並再進行快速傅立葉轉換運算,輪出二維度的資訊至該目標判斷單元,目標判斷單元運用目標偵測邏輯,可以進行目標偵測與追蹤。 The signal processing device of the continuous wave radar sensing system according to claim 1, further comprising a moving target indicating filter, a Doppler signal processing module and a target determining unit, the moving target indicating filtering The device includes a first transposition memory, which can be temporarily stored through the digital signal processing module to obtain distance information through a fast Fourier transform operation, and after being accumulated to a preset amount of information, the device is processed by the Doppler signal. The module takes out the distance information in the first transposed memory and performs a fast Fourier transform operation, and rotates the two-dimensional information to the target judging unit. The target judging unit uses the target detection logic to perform target detection and track. 如申請專利範圍第8項所述之連續波雷達感測系統之信號處理裝置,還包括一第二轉置記憶體,當該第一轉置記憶體累積至預先設定好的資訊量後,會開始進行資料處理,在資料處理的同時,經由該數位訊號處理模組透過快速傅立葉轉換運算得出距離資訊可以暫存在該第二轉置記憶體,透過該第一轉置記憶體和第二轉置記憶體的交互運用,可以節省資料處理的等待時間。 The signal processing device of the continuous wave radar sensing system according to claim 8 , further comprising a second transposition memory, when the first transposed memory is accumulated to a preset amount of information, Data processing is started, and at the same time as the data processing, the distance information can be temporarily stored in the second transposed memory through the digital signal processing module through the fast Fourier transform operation, through the first transposed memory and the second trans The interactive use of memory can save the waiting time of data processing. 如申請專利範圍第1項所述之連續波雷達感測系統之信號處理裝置,該第一變頻訊號及該第二變頻訊號為鋸齒波。 The signal processing device of the continuous wave radar sensing system of claim 1, wherein the first frequency conversion signal and the second frequency conversion signal are sawtooth waves.
TW105142712A 2016-12-22 2016-12-22 Signal processing device for continuous wave radar sensing system TWI586987B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
TW105142712A TWI586987B (en) 2016-12-22 2016-12-22 Signal processing device for continuous wave radar sensing system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
TW105142712A TWI586987B (en) 2016-12-22 2016-12-22 Signal processing device for continuous wave radar sensing system

Publications (2)

Publication Number Publication Date
TWI586987B true TWI586987B (en) 2017-06-11
TW201823767A TW201823767A (en) 2018-07-01

Family

ID=59688066

Family Applications (1)

Application Number Title Priority Date Filing Date
TW105142712A TWI586987B (en) 2016-12-22 2016-12-22 Signal processing device for continuous wave radar sensing system

Country Status (1)

Country Link
TW (1) TWI586987B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI697688B (en) * 2019-08-23 2020-07-01 國立交通大學 Frequency modulated continuous wave processing device

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI756728B (en) * 2020-07-01 2022-03-01 立積電子股份有限公司 Object recognition method and object recognition device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW224516B (en) * 1992-02-25 1994-06-01 Hughes Aircraft Co
US5757311A (en) * 1995-09-20 1998-05-26 The Boeing Company Delayed frequency sweep for FMCW radar
US7592943B2 (en) * 2004-09-28 2009-09-22 Qinetiq Limited Frequency modulated continuous wave (FMCW) radar having improved frequency linearity
TWI333556B (en) * 2007-06-14 2010-11-21 Chung Shan Inst Of Science
CN102901954A (en) * 2012-09-04 2013-01-30 天津职业技术师范大学 Non-linear software correction method of linear frequency modulated continuous wave radar
CN203084190U (en) * 2012-12-25 2013-07-24 西安天伟电子系统工程有限公司 Continuous-wave target guiding radar

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TW224516B (en) * 1992-02-25 1994-06-01 Hughes Aircraft Co
US5757311A (en) * 1995-09-20 1998-05-26 The Boeing Company Delayed frequency sweep for FMCW radar
US7592943B2 (en) * 2004-09-28 2009-09-22 Qinetiq Limited Frequency modulated continuous wave (FMCW) radar having improved frequency linearity
TWI333556B (en) * 2007-06-14 2010-11-21 Chung Shan Inst Of Science
CN102901954A (en) * 2012-09-04 2013-01-30 天津职业技术师范大学 Non-linear software correction method of linear frequency modulated continuous wave radar
CN203084190U (en) * 2012-12-25 2013-07-24 西安天伟电子系统工程有限公司 Continuous-wave target guiding radar

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI697688B (en) * 2019-08-23 2020-07-01 國立交通大學 Frequency modulated continuous wave processing device

Also Published As

Publication number Publication date
TW201823767A (en) 2018-07-01

Similar Documents

Publication Publication Date Title
US10451723B2 (en) Signal processing apparatus of a continuous-wave (CW) radar sensing system
US10401486B2 (en) Method for locating an object using an FMCW radar
Rohling et al. Radar waveform for automotive radar systems and applications
US7679545B2 (en) Suppressing motion interference in a radar detection system
CN106405556B (en) Vehicle target information detection identifying system and its signal processing method
US7474255B2 (en) Target tracking method of radar with frequency modulated continuous wave
JP5595496B2 (en) Radar equipment
KR101598344B1 (en) Fmcw radar system usign adaptive scheduler
KR101092567B1 (en) Frequency modulated continuous wave rader and detecting method for distance and velocity of moving object using it
US10761205B2 (en) Systems for determining target direction and methods therefor
JP2017090143A (en) Radar device, signal processing device for radar device, and signal processing method
TW201539009A (en) Signal processing method and device for frequency-modulated continuous waveform radar system
CN109613506A (en) A kind of random frequency hopping repetition agile radar target echo signal detection method
JP2014182010A (en) Radar apparatus
JP5992574B1 (en) Object detection device
US8884814B2 (en) Processing method for FMCW radar signal with dual pulse repetition frequency
TWI586987B (en) Signal processing device for continuous wave radar sensing system
Hyun et al. Development of short-range ground surveillance radar for moving target detection
JP2009014405A (en) In-vehicle radar apparatus
EP3649478A1 (en) Radar systems and methods utilizing composite waveforms for customization of resolution requirements
DK2610634T3 (en) Method of Determining an Estimate of the Radial Velocity of Radar Echoes Using Doppler Information
JP7399706B2 (en) Radar device and its radar signal processing method
KR20140040422A (en) Clutter removal method and device for transportation system radar using data matrix bank filter
CN109085568A (en) A kind of CW with frequency modulation multi-target detection method based on secondary mixing
Yang et al. Anti-interference waveform design for automotive radar