• 한국통신학회논문지
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• 제16권11호
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• pp.1084-1094
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• 1991

우리나라가 위성통신 시스템을 도입함에 있어 고려해야할 것중의 하나는 있을 수도 있는 방해전파(jamming)의 영향이다. 따라서 본 논문은 현재 세계적으로 이용되고 있는 Mary PSK(MPSK)신호를 채택하고 비선형 중계기로 하드리미터(Hard limiter)을 포함하는 소프트 리미터 (Soft limiter)를 도입하여 업링크(Uplink)상에 본 재명 (Tone Jamming)과 가우스 잡음이 존재하고 다운링크 상에는 가우스 잡음만이 존재하는 환경하에서 비선형 위성중계기를 거쳐 수신되는 MPSK신호의 오육식을 유도하였다 유도된 오율식으로부터 업링크반송파 대 접은전력과 업링크반송파 내 Tone jamming파의 전련비 다운링크반송과 잡음전력비 및 정규적 리미팅 레벨을 파라메터영향을 검토하였다 검토결과 업링크 반송파네 잡음 전력비를 증가시키거나 리미팅레벨을 감소시키므로서 BPSK와 QPSK시스템의 오율특성에 대한 재명의 영향이 감소함을 할 수 있었고 재명이 존재할 때에는 리미팅 레벨의 영향이 거의 없음을 알 수 있었다. 또한 리미팅 레벨이 0인 하드리미터의 경우에 오율특성이 가장 양호함을 알 수 있었다.

• Journal of Positioning, Navigation, and Timing
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• 제8권3호
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• pp.95-105
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• 2019

A method that applies space-time adaptive signal processing (STAP) algorithm based on an array antenna consisting of multiple antenna elements has been known to be effective to remove wide-band jamming signals in GPS receivers. However, the occurrence of phase distortion in navigation signals has been a problem when navigation signals, from which jamming signals are removed using STAP, are supplied to global positioning system (GPS) receivers. This paper verified the navigation performance degradation as a result of phase distortion. To mitigate this phenomenon, this paper proposes a mode switching scheme, in which a bypass mode is adopted to make the best use of the tracking performance of receivers without performing signal processing when jamming signals are not present or weak, and a STAP mode is employed when jamming signals exceed the threshold value. In this paper, the mode switching scheme is proposed for two environments: when receivers are stationary, and when receivers are moving. This paper confirmed that the performance of position error improved because phase distortion could be excluded due to STAP if the bypass mode was adopted under a condition where the jamming signal power level was below the threshold value in an environment where receivers were stationary. However, this paper also observed that the navigation failed due to the instability of tracking performance of receivers due to phase distortion that occurred at the switching time, although the number of switching could be reduced dramatically by proposing a dual threshold scheme of on- and off-thresholds that switched a mode due to the array antenna characteristics of varying gains according to the jamming signal incident direction in an environment where receivers were moving. The analysis results verified that running the STAP algorithm at all times is more efficient than the mode switching, in terms of maintaining stable navigation and ensuring position error performance, to remove jamming signals in an environment where receivers were moving.

• 한국통신학회논문지
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• 제16권5호
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• pp.424-433
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• 1991

In the noncoherent FH/FSK system presence of the multitione jamming and noise, in the case random and 송 structures jamming model, the performance analyzed that random and struetured jamming derived error proability. It is found that error probability and performance when error corecting code used Hamming. BCH, Convolutional code under the worst case partial band jamming interference.

• 한국군사과학기술학회지
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• 제16권3호
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• pp.382-389
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• 2013

In anti-jamming GPS receiver, adaptive signal processing techniques in which the radiation pattern of adaptive array antenna of elements may be adaptively changed used to reject interference, clutter, and jamming signals. In this paper, I describes adaptive signal processing technique using the sample matrix inversion(SMI) algorithm. This adaptive signal processing technique can be applied effectively to wideband/narrowband anti-jamming GPS receiver because it does not consider the satellite signal directions and GPS signal power level exists below the thermal noise. I also analyzed the effects of covariance matrix sample size and diagonal loading technique on the system performance of five-element circular array antenna. To attain near optimum performance, more samples required for calculation covariance matrix. Diagonal loading technique reduces the system nulling capability against low-power jamming signals, but this technique improves robustness of adaptive array antenna.

• Journal of Positioning, Navigation, and Timing
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• 제11권3호
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• pp.163-172
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• 2022

Typical anti-jamming technologies based on array antennas, Space Time Adaptive Process (STAP) & Space Frequency Adaptive Process (SFAP), are very effective algorithms to perform nulling and beamforming. However, it does not perform equally well for all types of jamming signals. If the anti-jamming algorithm is not optimized for each signal type, anti-jamming performance deteriorates and the operation stability of the system become worse by unnecessary computation. Therefore, jamming classification technique is required to obtain optimal anti-jamming performance. Machine learning, which has recently been in the spotlight, can be considered to classify jamming signal. In general, performing supervised learning for classification requires a huge amount of data and new learning for unfamiliar signal. In the case of jamming signal classification, it is difficult to obtain large amount of data because outdoor jamming signal reception environment is difficult to configure and the signal type of attacker is unknown. Therefore, this paper proposes few-shot jamming signal classification technique using meta-learning and transfer-learning to train the model using a small amount of data. A training dataset is constructed by anti-jamming algorithm input data within the GNSS receiver when jamming signals are applied. For meta-learning, Model-Agnostic Meta-Learning (MAML) algorithm with a general Convolution Neural Networks (CNN) model is used, and the same CNN model is used for transfer-learning. They are trained through episodic training using training datasets on developed our Python-based simulator. The results show both algorithms can be trained with less data and immediately respond to new signal types. Also, the performances of two algorithms are compared to determine which algorithm is more suitable for classifying jamming signals.

• Journal of Positioning, Navigation, and Timing
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• 제9권2호
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• pp.59-63
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• 2020

The antenna arrays are known to be effective for GPS anti-jamming and the performance can be improved further if a dual-polarized antenna array is used. However, when the Minimum Variance Distortionless Response (MVDR) beamformer is used as a signal processing algorithm for the dual-polarized antenna array, the anti-jamming performance can degrade in the presence of errors in the steering vector that is a key factor of the MVDR beamformer. Therefore, in this paper, the effect of the steering vector error on the anti-jamming performance of the dual-polarized antenna array is analyzed by simulations and the result is compared to that of the single-polarized antenna array.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권10호
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• pp.2883-2902
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• 2023

Since the existing anti-jamming methods, including intelligent methods, have difficulty against high-speed reactive jamming, we studied a new methodology for jamming utilization instead of avoiding jamming. Different from the existing jamming utilization techniques that harvest energy from the jamming signal as a power supply, our proposed method can take the jamming signal as a favorable factor for frequency detection. Specifically, we design an intelligent differential frequency hopping communication framework (IDFH), which contains two stages of training and communication. We first adopt supervised learning to get the jamming rule during the training stage when the synchronizing sequence is sent. And then, we utilize the jamming rule to improve the frequency detection during the communication stage when the real payload is sent. Simulation results show that the proposed method successfully combated high-speed reactive jamming with different parameters. And the communication performance increases as the power of the jamming signal increase, hence the jamming signal can help users communicate in a low signal-to-noise ratio (SNR) environment.

• 한국통신학회논문지
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• 제34권4C호
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• pp.453-459
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• 2009

처프 확산 대역 (chirp spread spectrum: CSS) 기술은 방해전파 신호에 강인한 특성으로 인하여 무선 통신 분야에서 크게 주목받고 있다 하지만 방해전파 신호에 따른 CSS 시스템의 성능에 대한 구체적인 연구는 아직 부족한 실정이다. 따라서 본 논문에서는 광대역 및 톤 (tone) 방해전파 신호에 따른 CSS 시스템의 성능을 분석한다. 구체적으로는 CSS 기반 M진 위상 편이 방식 (M-ary phase shift keying: MPSK) 시스템의 심볼 오류율 수식을 유도하고 Monte Carlo 방법에 기반한 모의실험 결과와 비교한다. 이를 통하여, 본 논문에서 유도한 심볼 오류율 수식이 모의실험 결과와 일치함을 확인한다.

• 한국전자파학회논문지
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• 제14권11호
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• pp.1149-1155
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• 2003

OFDM/SFH 시스템은 OFDM통신시스템이 재밍에 잘 견디게 하기 위하여 주파수 도약(FH) 방식과 결합한 시스템이고, OFDM/DS 시스템은 PN(pseudo noise) 시퀀스에 의한 대역 확산(DS) 방식과 결합한 시스템이다. 본 연구에서는 OFDM/SFH 시스템과 OFDM/DS 시스템을 동일한 정보량을 기준으로 부분대역 재밍과 톤 재밍이 있는 채널 환경 에서 성능을 분석한다. 부분대역 재밍 에서는 JFR(jamming functional ratio)과 JSR(jamming to signal power ratio) 변화에 따른 BER성능을 분석하며, 단일 톤 또는 다중 톤 재밍에서의 JSR에 따른 BER성능을 분석한다. 그 결과 부분대역 재밍에서는 OFDM/DS 시스템이 OFDM/SFH 시스템보다 우수한 성능을 보인다. JFR=4/16이고, JSR=0 ㏈일 때 BER=$10^{-3}$을 기준으로 OFDM/DS 시스템 이 OFDM/SFH 시스템보다 약 2,5 ㏈ 정도의 SNR(signal to noise power ratio) 이득이 있다. 그러나 단일 톤이고, JSR=5 ㏈일 때 BER=$10^{-3}$을 기준으로 OFDM/SFH 시스템이 OFDM/DS 시스템보다 3 ㏈ 정도의 SNR 이득이 있다. 한편 다중 톤인 경우 OFDM/SFH 시스템의 성능 저하가 OFDM/DS 시스템에 비해 크게 나타난다.

• 산업기술연구
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• 제17권
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• pp.153-160
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• 1997

This paper has analyzed the performance against a single tone jamming for the CPM DS-SS system with a Binary FSK Modulation. The CPM DS-SS system designed with the different phase shift of the same pseude-noise code has the advantage of reducing the jamming and interference effects on multi-users communication environment. Analytical results show that the system preformance improves by increasing parrallel users in the presence of the coherent single-tone, which is the worst interference since the jamming signal has the same frequency as a carrier.