• Title/Summary/Keyword: missing-detection probability

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Symbol Timing & Carrier Frequency Offset Estimation Method for UWB MB-OFDM System (UWB MB-OFDM 시스템을 위한 심볼 타이밍 및 반송파 주파수 오프셋 추정 기법)

  • Kim Jung-Ju;Wang Yu-Peng;Chang Kyung-Hi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.3A
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    • pp.232-239
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    • 2006
  • In this paper, we analyze the preamble model for Wireless PAN(WPAN) in proposed Ultra WideBand(UWB) Multi-Band OFDM(MB-OFDM) system of IEEE 802.15.3a standard. Besides, we propose effective Carrier Frequency Offset and Symbol Timing Offset Estimation algorithm which offers enhanced performance, and analyze its performance using Detection Probability, False Alarm Probability, Missing Probability, Mean Acquisition Time and MSE(Mean Square Error) through simulation in AWGN and UWB channel environments.

An Efficient Synchronization and Cell Searching Method for OFDMA/TDD System (OFDMA/TDD 시스템을 위한 효율적인 동기 추정 및 셀 탐색 기법)

  • Kim, Jung-Ju;Noh, Jung-Ho;Chang, Kyung-Hi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.9A
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    • pp.714-721
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    • 2005
  • In this parer, we analyze the preamble model in the OFDMA/TDD(OFDM-FDMA/Time Division Duplexing). Besides, under AWGN, ITU-R M.1225 Ped-B and Veh-A channel environments, we analyze capabilities of symbol timing & carrier frequency offset and performance of cell searching capabilities applied to OFDM/TDD system through computer simulation. The performance using Detection Probability, False Alarm Probability, Missing Probability, Mean Acquisition Time and MSE(Mean Square Error) is analyzed. Especially, in the case of symbol timing offset estimation, the preamble structure and its algorithm with enhanced performance are proposed and then compared with existing ones.

Design of Receiver Algorithms for VDL Mode-2 Systems (VDL Mode-2 시스템을 위한 수신 알고리듬 설계)

  • Lee, Hui-Soo;Lee, Ji-Yeon;Park, Hyo-Bae;Oh, Wang-Rok
    • Proceedings of the IEEK Conference
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    • 2009.05a
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    • pp.6-8
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    • 2009
  • In this paper. we propose receiver algorithms for VHF(Very High Frequency) digital link mode-2(VDL Mode-2) systems. Unlike conventional digital communication systems using the root raised cosine filter as a transmit and receive filter, raised cosine filter is used as a transmit filter in VDL Mode-2 systems. Hence, it is crucial to design and implement the optimum lowpass receive filter by considering the amount of inter-symbol interference and noise performance. On the other hand, due to the short preamble pattern, it is crucial to develop an efficient packet detection algorithm for reliable communication link. In this paper, we design the optimum receive filter and packet detection algorithm and evaluate the performance of receiver adopting the proposed receive filter and packet detection algorithm.

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Architecture of Signal Processing Module for Multi-Target Detection in Automotive FMCW Radar (차량용 FMCW 레이더의 다중 타겟 검출을 위한 신호처리부 구조 제안)

  • Hyun, EuGin;Oh, WooJin;Lee, Jong-Hun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.5 no.2
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    • pp.93-102
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    • 2010
  • The FMCW(Frequency Modulation Continuous Wave) radar possesses range-velocity ambiguity to identify the correct combination of beat frequencies for each target in the multi-target situation. It can lead to ghost targets and missing targets, and it can reduce the detection probability. In this pap er, we propose an effective identification algorithm for the correct pairs of beat frequencies and the signal processing hardware architecture to effectively support the algorithm. First, using the correlation of the detected up- and down-beat frequencies and Doppler frequencies, the possible combinations are determined. Then, final pairing algorithm is completed with the power spectrum density of the correlated up- and down-beat frequencies. The proposed hardware processor has the basic architecture consisting of beat-frequency registers, pairing table memory, and decision unit. This method will be useful to improve the radar detection probability and reduce the false alarm rate.

Anomaly detection in particulate matter sensor using hypothesis pruning generative adversarial network

  • Park, YeongHyeon;Park, Won Seok;Kim, Yeong Beom
    • ETRI Journal
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    • v.43 no.3
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    • pp.511-523
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    • 2021
  • The World Health Organization provides guidelines for managing the particulate matter (PM) level because a higher PM level represents a threat to human health. To manage the PM level, a procedure for measuring the PM value is first needed. We use a PM sensor that collects the PM level by laser-based light scattering (LLS) method because it is more cost effective than a beta attenuation monitor-based sensor or tapered element oscillating microbalance-based sensor. However, an LLS-based sensor has a higher probability of malfunctioning than the higher cost sensors. In this paper, we regard the overall malfunctioning, including strange value collection or missing collection data as anomalies, and we aim to detect anomalies for the maintenance of PM measuring sensors. We propose a novel architecture for solving the above aim that we call the hypothesis pruning generative adversarial network (HP-GAN). Through comparative experiments, we achieve AUROC and AUPRC values of 0.948 and 0.967, respectively, in the detection of anomalies in LLS-based PM measuring sensors. We conclude that our HP-GAN is a cutting-edge model for anomaly detection.

Improving the SFD Detection Performance of IEEE802.15.4a IR-UWB System (IEEE 802.15.4a IR-UWB 시스템의 SFD 검출 성능 개선 방안)

  • Lee, Ji-Yeon;Kang, Dong-Hoon;Park, Hyo-Bae;Oh, Wang-Rok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.4C
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    • pp.358-363
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    • 2010
  • In IEEE 802.15.4a IR-UWB (Impulse Radio Ultra Wideband) systems, it is crucial to acquire initial carrier/timing synchronization and estimate channel response by exploiting the SYNC symbols embedded in each packet. On the other hand, it is also crucial to detect the SFD pattern followed by the header and data symbols to reliably extract the information contained in the packet. In this paper, we propose a reliable SFD detection scheme utilizing some surplus SYNC symbols in addition to SFD symbols to improve the SFD detection performance.

A study of fiber optic intrusion sensor system using the speckle patterns (스페클 패턴을 이용한 광섬유 침입자 센서 시스템에 대한 연구)

  • 김인수;박재희
    • Korean Journal of Optics and Photonics
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    • v.14 no.3
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    • pp.230-235
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    • 2003
  • A fiber optic intrusion sensor system using the variations of speckle patterns was developed. The intrusion sensor system consisted of an analog unit, a digital control unit, and a DSP unit. Some experiments were carried out using a 500 m length optical fiber sensor. The system detected intruders without missing, and distinguished between cars and persons. When the intruders were cars, the discrimination probability was 100% and when the intruders were persons, the discrimination probability was 90%.

Self-weighted Decentralized Cooperative Spectrum Sensing Based On Notification for Hidden Primary User Detection in SANET-CR Network

  • Huang, Yan;Hui, Bing;Su, Xin;Chang, KyungHi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.11
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    • pp.2561-2576
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    • 2013
  • The ship ad-hoc network (SANET) extends the coverage of the high data-rate terrestrial communications to the ships with the reduced cost in maritime communications. Cognitive radio (CR) has the ability of sensing the radio environment and dynamically reconfiguring the operating parameters, which can make SANET utilize the spectrum efficiently. However, due to the dynamic topology nature and no central entity for data fusion in SANET, the interference brought into the primary network caused by the hidden primary user requires to be carefully managed by a sort of decentralized cooperative spectrum sensing schemes. In this paper, we propose a self-weighted decentralized cooperative spectrum sensing (SWDCSS) scheme to solve such a problem. The analytical and simulation results show that the proposed SWDCSS scheme is reliable to detect the primary user in SANET. As a result, secondary network can efficiently utilize the spectrum band of primary network with little interference to primary network. Referring the complementary receiver operating characteristic (ROC) curves, we observe that with a given false alarm probability, our proposed algorithm reduces the missing probability by 27% than the traditional embedded spectrally agile radio protocol for evacuation (ESCAPE) algorithm in the best condition.

Log-Average-SNR Ratio and Cooperative Spectrum Sensing

  • Yue, Dian-Wu;Lau, Francis C.M.;Wang, Qian
    • Journal of Communications and Networks
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    • v.18 no.3
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    • pp.311-319
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    • 2016
  • In this paper, we analyze the spectrum-sensing performance of a cooperative cognitive radio (CR) network consisting of a number of CR nodes and a fusion center (FC). We introduce the "log-average-SNR ratio" that relates the average SNR of the CR-node-FC link and that of the primary-user-CR-node link. Assuming that the FC utilizes the K-out-of-N rule as its decision rule, we derive exact expressions for the sensing gain and the coding gain - parameters used to characterize the CR network performance at the high SNR region. Based on these results, we determine ways to optimize the performance of the CR network.

Optimization of Link-level Performance and Complexity for the Floating-point and Fixed-point Designs of IEEE 802.16e OFDMA/TDD Mobile Modem (IEEE 802.16e OFDMA/TDD 이동국 모뎀의 링크 성능과 복잡도 최적화를 위한 부동 및 고정 소수점 설계)

  • Sun, Tae-Hyoung;Kang, Seung-Won;Kim, Kyu-Hyun;Chang, Kyung-Hi
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.11 s.353
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    • pp.95-117
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    • 2006
  • In this paper, we describe the optimization of the link-level performance and the complexity of floating-point and fixed-point methods in IEEE 802.16e OFDMA/TDD mobile modem. In floating-point design, we propose the channel estimation methods for downlink traffic channel and select the optimized method using computer simulation. So we also propose efficent algorithms for time and frequency synchronization, Digital Front End and CINR estimation scheme to optimize the system performance. Furthermore, we describe fixed-point method of uplink traffic and control channels. The superiority of the proposed algorithm is validated using the performances of Detection, False Alarm, Missing Probability and Mean Acquisition Time, PER Curve, etc. For fixed-point design, we propose an efficient methodology for optimized fixed-point design from floating-point At last, we design fixed-point of traffic channel, time and frequency synchronization, DFE block in uplink and downlink. The tradeoff between performance and complexity are optimized through computer simulations.