• Near Infrared Analysis
• /
• 제1권2호
• /
• pp.1-8
• /
• 2000

Using the net analyte signal, hybrid linear analysis was proposed to predict chemical concentration. In this paper, we select a sample from training set and apply orthogonal signal correction to obtain an improved pseudo unit spectrum for hybrid least analysis. using the mean spectrum of a calibration training set, we first show the calibration by hybrid least analysis is effective to the prediction of not only chemical concentrations but also physical property variables. Then, a pseudo unit spectrum from a training set is also tested with and without orthogonal signal correction. We use two data sets, one including five chemical concentrations and the other including ten physical property variables, to compare the performance of partial least squares and modified hybrid least analysis calibration methods. The results show that the hybrid least analysis with a selected training spectrum instead of well-measured pure spectrum still gives good performances, which is a little better than partial least squares.

• 대한산업공학회지
• /
• 제37권4호
• /
• pp.400-407
• /
• 2011

Modeling and analysis of high-dimensional spectral data provide an opportunity to uncover inherent patterns in various information-rich data. Orthogonal signal correction (OSC) a preprocessing technique has been widely used to remove unwanted variations of spectral data that do not contribute to prediction or classification. In the present study we propose a novel OSC algorithm called adjusted direct OSC to improve visualization and the ability of classification. Experimental results with real mass spectral data from condom lubricants demonstrate the effectiveness of the proposed approach.

• ETRI Journal
• /
• 제29권1호
• /
• pp.27-35
• /
• 2007

Energy savings in orthogonal frequency division multiplexing (OFDM) systems is an active research area. In order to achieve a solution, we propose a new cooperative relaying scheme operated on a per subcarrier basis. This scheme improves the bit error rate (BER) performance of the conventional signal-to-noise ratio (SNR)-based selection relaying scheme by substituting SNR with symbol error probability (SEP) to evaluate the received signal quality at the relay more reliably. Since the cooperative relaying provides spatial diversity gain for each subcarrier, thus statistically enhancing the reliability of subcarriers at the destination, the total number of lost subcarriers due to deep fading is reduced. In other words, cooperative relaying can alleviate error symbols in a codeword so that the error correction capability of forward error correction codes can be fully exploited to improve the BER performance (or save transmission energy at a target BER). Monte-Carlo simulations validate the proposed approach.

• 방송공학회논문지
• /
• 제24권7호
• /
• pp.1221-1227
• /
• 2019

This paper describes a low-density parity-check (LDPC) coded index modulated orthogonal frequency division multiplexing with quasi-orthogonal sequence (IM-OFDM-QOS) and provides performance evaluations of the proposed system. By using QOS as the spreading code, IM-OFDM-QOS scheme can improve the reception performance than IM-OFDM-SS scheme for a given data rate. On the other hand, LDPC code is widely used to the latest wireless communication systems as forward error correction (FEC) scheme and has Shannon-limit approaching performance. Therefore, by applying LDPC code to IM-OFDM-QOS system as FEC scheme, the reception performance can be further improved. Simulation results show that significant signal-to-noise ratio (SNR) gains can be obtained for LDPC coded IM-OFDM-QOS system compared to the LDPC coded IM-OFDM-SS system and the SNR gain increases with the higher code rate.

• 한국음향학회지
• /
• 제32권5호
• /
• pp.377-384
• /
• 2013

수중 음향 통신 채널에서 주파수 선택적 페이딩에 강한 OFDM(Orthogonal Frequency Division Multiplexing)에 전방오류정정 기법을 적용한 COFDM(Coded OFDM)의 성능을 평가하였다. OFDM은 광대역신호를 협대역 신호로 나누어 전송하는 기법으로 다중경로에 의한 성능저하를 해결하는데 효과적인 전송기법이지만, 특정 부 채널에 깊은 페이딩이 있는 경우에 오류가 증가하여 성능이 저하된다. 이러한 페이딩에 대한 오류를 감소시키기 위해 컨벌루션 코드를 적용한 COFDM을 제안한다. 다중 경로 채널에서 COFDM이 OFDM에 비해 상대적으로 우수한 전송성능을 보였다.

• 디지털콘텐츠학회 논문지
• /
• 제5권1호
• /
• pp.28-34
• /
• 2004

본 논문은 주파수 선택성 라이시안 페이딩 환경에서 직교 다중반송파 16 QAM 신호의 블록 오류율 성능을 알아보았다. 블록 오류율을 느린 페이딩과 빠른 페이딩의 경우로 나누어서 구하였는데 파라미터로서는 정규화 된 시간 지연 $(\gamma/T_S),$ 비트 에너지 대 잡음 전력비 $(E_b/N_0),$ 희망 신호 전력대 지연된 비희망 신호 전력비 (DUR)를 고려하였다. 오류정정개수가 t = 1, 2인 블록 부호를 사용하면 느린 페이딩보다 빠른 페이딩에서 성능 개선이 있음을 알 수 있었다.

• 한국근적외분광분석학회:학술대회논문집
• /
• 한국근적외분광분석학회 2001년도 NIR-2001
• /
• pp.1127-1127
• /
• 2001

The transfer of predictive models using various chemometric techniques has been reported for FTNIR and scanning-grating based NIR instruments with respect relatively dry samples (<10% water). Some of the currently used transfer techniques include slope and bias correction (SBC), direct standardization (DS), piecewise direct standardization (PDS), orthogonal signal correction (OSC), finite impulse transform (FIR) and wavelet transform (WT) and application of neural networks. In a previous study (Greensill et at., 2001) on calibration transfer for wet samples (intact melons) across silicon diode array instrumentation, we reported on the performance of various techniques (SBC, DS, PDS, double window PDS (DWPDS), OSC, FIR, WT, a simple photometric response correction and wavelength interpolative method and a model updating method) in terms of RMSEP and Fearns criterion for comparison of RMSEP. In the current study, we compare these melon transfer results to a similar study employing pairs of spectrometers for non-invasive prediction of soluble solid content of peaches.

• ETRI Journal
• /
• 제45권2호
• /
• pp.213-225
• /
• 2023

Physical layer security (PLS) can improve the security of both terrestrial and nonterrestrial wireless communication networks. This study proposes a simplified framework for nonterrestrial cyclic prefixed orthogonal variable spreading factor (OVSF)-encoded multiple-input and multiple-output nonorthogonal multiple access (NOMA) systems to ensure complete network security. Various useful methods are implemented, where both improved sine map and multiple parameter-weighted-type fractional Fourier transform encryption schemes are combined to investigate the effects of hybrid PLS. In addition, OVSF coding with power domain NOMA for multi-user interference reduction and peak-toaverage power ratio (PAPR) reduction is introduced. The performance of $\frac{1}{2}$-rated convolutional, turbo, and repeat and accumulate channel coding with regularized zero-forcing signal detection for forward error correction and improved bit error rate (BER) are also investigated. Simulation results ratify the pertinence of the proposed system in terms of PLS and BER performance improvement with reasonable PAPR.

• 한국전자통신학회논문지
• /
• 제11권3호
• /
• pp.253-262
• /
• 2016

최근에 UWAC에 대한 연구가 많은 연구자와 학자들에 의해 연구되고 있다. DS-CDMA, OFDM, MIMO, 변조와 오류 보정 기법, 기타 기법들이 UWAC에서 고속으로 전송하기 위한 방법으로 사용할 수 있다. 본 논문에서는 배경이 없는 영역에서 도착시간을 추정하기 위한 이론을 검토하고 시간 차이를 계산한다, 또한 도착 시간 추정에 대한 기초적인 실험 결과를 제시한다.

• ETRI Journal
• /
• 제36권2호
• /
• pp.206-213
• /
• 2014

This paper presents a novel 90 GHz band 16-quadrature amplitude modulation (16-QAM) orthogonal frequency-division multiplexing (OFDM) communication system. The system can deliver 6 Gbps through six channels with a bandwidth of 3 GHz. Each channel occupies 500 MHz and delivers 1 Gbps using 16-QAM OFDM. To implement the system, a low-noise amplifier and an RF up/down conversion fourth-harmonically pumped mixer are implemented using a $0.1-{\mu}m$ gallium arsenide pseudomorphic high-electron-mobility transistor process. A polarization-division duplex architecture is used for full-duplex communication. In a digital modem, OFDM with 256-point fast Fourier transform and (255, 239) Reed-Solomon forward error correction codecs are used. The modem can compensate for a carrier-frequency offset of up to 50 ppm and a symbol rate offset of up to 1 ppm. Experiment results show that the system can achieve a bit error rate of $10^{-5}$ at a signal-to-noise ratio of about 19.8 dB.