Data Wipe-Off Technique for Tracking Weak GPS Signals

IF 2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Cmc-computers Materials & Continua Pub Date : 2022-01-01 DOI:10.32604/cmc.2022.020793
Dah-Jing Jwo, Sheng-Feng Chiu
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Abstract

: In this paper, the data wipe-off (DWO) algorithm is incorporated into the vector tracking loop of the Global Positioning System (GPS) receiver for improving signal tracking performance. The navigation data, which contains information that is necessary to perform navigation computations, are binary phase-shift keying (BPSK) modulated onto the GPS carrier phase with the bit duration of 20 ms ( i.e ., 50 bits per second). To continuously track the satellite’s signal in weak signal environment, the DWO algorithm on the basis of pre-detection method is adopted to detect data bit sign reversal every 20 ms. Tracking accuracy of a weak GPS signal is decreased by possible data bit sign reversal every 20 ms to the predetection integration time (PIT) or integration interval. To achieve better tracking performance in weak signal environment, the coherent integration interval can be extended. However, increase of the integration interval lead to decrease of the tracking accuracy by possible data bit sign reversal every 20 ms to the integration interval. When the integration interval of the correlator is extended over 20 ms in low C/No levels, the navigation DWO algorithm can be employed to avoid energy loss due to bit transitions. The method presented in this paper has an advantage to continuously estimate the navigation data bit and achieve improved tracking performance. Evaluation of the tracking performance based on the various integration intervals for the vector tracking loop of a GPS receiver will be presented.
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GPS弱信号跟踪的数据擦除技术
本文将数据擦除(DWO)算法引入到全球定位系统(GPS)接收机的矢量跟踪环路中,以提高信号跟踪性能。导航数据包含执行导航计算所需的信息,是二进制相移键控(BPSK)调制到GPS载波相位,比特持续时间为20 ms(即每秒50比特)。为了在微弱信号环境下对卫星信号进行连续跟踪,采用基于预检测方法的DWO算法,每20ms检测一次数据位符号反转。每隔20ms的预检测积分时间(PIT)或积分间隔可能出现的数据位符号反转会降低弱GPS信号的跟踪精度。为了在弱信号环境下获得更好的跟踪性能,可以延长相干积分间隔。但是,积分间隔的增大会导致跟踪精度的降低,因为积分间隔每隔20 ms就可能出现数据位符号反转。当相关器的积分间隔在低C/No水平下延长到20ms以上时,可以采用导航DWO算法来避免比特跃迁造成的能量损失。该方法具有连续估计导航数据位和提高跟踪性能的优点。提出了基于不同积分区间的GPS接收机矢量跟踪环路跟踪性能评价方法。
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来源期刊
Cmc-computers Materials & Continua
Cmc-computers Materials & Continua 工程技术-材料科学:综合
CiteScore
5.30
自引率
19.40%
发文量
345
审稿时长
1 months
期刊介绍: This journal publishes original research papers in the areas of computer networks, artificial intelligence, big data management, software engineering, multimedia, cyber security, internet of things, materials genome, integrated materials science, data analysis, modeling, and engineering of designing and manufacturing of modern functional and multifunctional materials. Novel high performance computing methods, big data analysis, and artificial intelligence that advance material technologies are especially welcome.
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