• Title/Summary/Keyword: complementary cumulative distribution function

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Cramér-Rao Lower Bound (CRLB) Analysis for Unmanned Aerial Vehicle (UAV) Tracking with Randomly Distributed Ground Stations Using FDOA Measurements (다수의 지상국(GS)을 이용한 무인 항공기(UAV) 추적 FDOA 기반의 CRLB 성능 분석 연구)

  • Min, Byoung-Yoon;An, Chan-Ho;Hong, Seok-Jun;Jang, Jeen-Sang;Kim, Dong-Ku
    • Journal of Advanced Navigation Technology
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    • v.15 no.2
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    • pp.234-240
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    • 2011
  • In this paper, the performances of Cram$\acute{e}$r-Rao Lower Bound (CRLB) with Frequency Difference of Arrival (FDOA) measurements for Unmanned Aerial Vehicle (UAV) tracking are investigated. We focus on two cases: the influence on CRLB with FDOA measurements collected by time, and random distribution of Ground Stations (GSs). We derived the performance by gauging the size of CRLB through Complementary Cumulative Distribution Function (CCDF). From the simulation results, broader distribution of GSs and FDOA measurements by longer time bring about better performance.

Characteristics of AM and PM Signals in Multi-Carrier Polar Transmitter

  • Kang, Sanggee
    • International journal of advanced smart convergence
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    • v.10 no.4
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    • pp.45-51
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    • 2021
  • Polar transmitter can support multi-band and multi-mode operation. The efficiency of frequency usage can be increased if polar transmitters can transmit multi-carrier signals. In this paper the configuration of polar transmitters is investigated to generate multi-carrier signals. Spectrum and CCDF Simulation results of two-carrier signals generated by the polar transmitter can be used to design of PM and AM path in a polar transmitter.

Selected Mapping Technique Based on Erasure Decoding for PAPR Reduction of OFDM Signals (OFDM 신호의 PAPR 감소를 위한 소실 복호 기반의 SLM 기법)

  • Kong, Min-Han;Song, Moon-Kyou
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.44 no.2
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    • pp.22-28
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    • 2007
  • High PAPR (peak-to-average power ratio) is a major drawback of OFDM (orthogonal frequency division multiplexing) signals. In this paper, a modified SLM (selective mapping) technique that uses erasure decoding of RS (Reed-Solomon) codes is presented. At the transmitter a set of phase sequences are multiplied such that some portions of check symbols in RS-coded OFDM data blocks are phase-rotated. At the receiver, RS decoding is performed with the phase-rotated check symbols being treated as erasures. Hence, there is no need to send side information about the phase sequence selected to transmit for the lowest PAPR. In addition, the estimation process for the selected phase sequence is no longer needed at the receiver, leading to improvement in terms of complexity and performance. To evaluate the performance of this technique, the CCDF (complementary cumulative distribution function) of PAPR, the BER (bit error rate) and the decoding failure probability are compared with those of the previous SLM techniques.

PTS Technique with Low Computational Complexity for PAPR Reduction of OFDM Signals (OFDM 신호의 PAPR 감소를 위한 낮은 계산 복잡도를 갖는 PTS 기법)

  • Kong, Min-Han;Song, Moon-Kyou
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.45 no.1
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    • pp.8-13
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    • 2008
  • The high peak-to-average power ratio(PAPR) of the transmitted signals is one of the major drawbacks of the orthogonal frequency division multiplexing(OFDM). The partial transmit sequences(PTS) technique can improve the PAPR statistics of the OFDM signals. However, in the PTS technique, the computational complexity to select phase weighting factors increases exponentially with the number of sub-blocks. In this paper, a search algorithm that has no limit on the values of phase weighting factors and requires no additional operations for the search is presented. To evaluate the performance, the proposed search algorithm is compared with the full search algorithm in terms of the complementary cumulative distribution function(CCDF) of the PAPR and the computational complexity. It is shown through simulations that the proposed technique can achieve significant reductions in the computational complexity with little performance degradation compared with the full search algorithm.

Reducing PAPR of OFDM Signals Using Modified Partial Transmit Sequences Technique Based on Erasure Decoding (소실 복호 기반의 수정된 PTS 기법을 이용한 OFDM 신호의 PAPR 감소)

  • Kong, Min-Han;Song, Moon-Kyou
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.8C
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    • pp.775-781
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    • 2007
  • In this paper, a modified PTS(Partial Transmit Sequences) technique that uses erasure decoding of RS (Reed-Solomon) codes is presented. At the transmitter, some check symbols in a RS codeword partitioned into subblocks are phase-rotated by phase factors. The receiver decodes received codewords by regarding the phase-rotated check symbols as erasures. Hence, this technique does not need to transmit the side information about the phase factors chosen at the transmitter. The complexity of the receiver is also reduced since the estimation process for the phase factors is not required in the receiver. There is no performance degradation due to the transmission error of the side information or the estimation error of the phase factors. To evaluate the performance of the proposed PTS technique, the CCDF(Complementary Cumulative Distribution Function) of PAPR and the BER(Bit Error Rate) are compared with those of the conventional PTS techniques.

Effects of the Method of FTSs on the Performance of HPAs (FTS 방식이 전력증폭기의 성능에 미치는 영향)

  • Kang, Sanggee
    • Journal of Satellite, Information and Communications
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    • v.8 no.1
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    • pp.8-13
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    • 2013
  • It is necessary to develop the next generation FTS which is suitable for our environment and effectively operates many launch vehicles. Standard tone, Secure tone, MHA, EFTS and DSSS are studied for the next generation FTS. FTS requires a high quality of performance and reliability because of their specific mission. And few FTSs are needed but the price is very expensive. Therefore we must investigate a part of the FTS whether the part can be reused for a part of the next FTS. In this paper, we use CCDF of the transmitted signal from FTS as the method to study a possibility of reusing HPA used in the present system. The simulation results show that PEP of Standard tone is 0.21dB and Secure tone and MHA has the same PEP. CPFSK's PEP is 1.81dB and PEP of DSSS using BPSK modulation is 2.6dB.

PTS Technique Based on Micro-Genetic Algorithm with Low Computational Complexity (낮은 계산 복잡도를 갖는 마이크로 유전자 알고리즘 기반의 PTS 기법)

  • Kong, Min-Han;Song, Moon-Kyou
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.6C
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    • pp.480-486
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    • 2008
  • The high peak-to-average power ratio (PAPR) of the transmitted signals is one of major drawbacks of the orthogonal frequency division multiplexing (OFDM). A partial transmit sequences (PTS) technique can improve the PAPR statistics of OFDM signals. However, in a PTS technique, the search complexity to select phase weighting factors increases exponentially with the number of sub-blocks. In this paper, a PTS technique with low computational complexity is presented, which adopts micro-genetic algorithm(${\mu}$-GA) as a search algorithm. A search on the phase weighting factors starts with a population of five randomly generated individuals. An elite having the largest fitness value and the other four individuals selected through the tournament selection strategy are determined, and then the next generation members are generated through the crossover operations among those. If the new generation converges, all the four individuals except the elite are randomly generated again. The search terminates when there has been no improvements on the PAPR during the predefined number of generations, or the maximum number of generations has been reached. To evaluate the performance of the proposed PTS technique, the complementary cumulative distribution functions (CCDF) of the PAPR are compared with those of the conventional PTS techniques.

A Wireless Channel model for Sensor Network (센서 네트워크에서의 채널 모델링)

  • 한상섭;안종석
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10c
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    • pp.484-486
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    • 2003
  • 무선 통신 채널에서 오류 패턴은 유선에 비해 다른 오류 특징을 가지고 오류가 빈번하게 발생한다. 특히 오류가 오랫동안 없는 상태가 지속되기도 한다. 그러나 시뮬레이션에서 이용되는 균일 분포(Uniform distribution)와 같은 간단한 오류 모델에 의해 발생된 오류는 실제적인 오류 패턴과는 많은 차이가 있다. 이러한 차이점을 없애기 위해 측정된 오류를 기반으로 해서 실제적인 오류 패턴과 비슷한 chaotic map 모델을 시뮬레이션에서 사용할 수 있다. Chaotic map 모델은 다른 오류모델에 비해서 실제적인 오류 패턴과 비슷한 오류 패턴을 가지고, 비교적 간단하게 필요한 파라미터를 구할 수 있다. 본 논문에서는 chaotic map 모델을 무선 센서 네트워크에 적용 했다. 센서 네트워크에서 수집된 데이터와 이 데이터를 통한 Chaotic Map 모델을 CCDF(complementary cumulative distribution function)를 통해 비교했다. 무선랜 환경에서 실험된 chaotic map model은 2/3이상의 결과에서 일치하였지만. 센서 네트워크를 적용하면 무선랜과는 다른 특성을 가지기 때문에 30%의 트레이스에서 chaotic map 모델과 일치한다.

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Performance Analysis of an AF Dual-hop FSO Communication System with RF Backup Link

  • Alhamawi, Khaled A.;Altubaishi, Essam S.
    • Current Optics and Photonics
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    • v.3 no.4
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    • pp.311-319
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    • 2019
  • A hybrid free-space-optical/radio-frequency (FSO/RF) communication system is considered, with the help of amplify-and-forward (AF) relaying. We consider various weather conditions to investigate their effects on the system's performance. We begin by obtaining the cumulative distribution function and probability density function of the end-to-end signal-to-noise ratio for the AF dual-hop FSO communication system with RF backup link. Then, these results are used to derive closed-form expressions for the outage probability, average bit-error rate, and average ergodic capacity. The results show that the considered system efficiently employs the complementary nature of FSO and RF links, resulting in impressive performance improvements compared to non-hybrid systems.

A New Signal Processing Technique for Improving PAPR performance (PAPR 성능 개선을 위한 새로운 신호 처리 기법)

  • Eom, Seung-Sik;Ko, Young-Chai
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2010.11a
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    • pp.211-213
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    • 2010
  • 본 논문에서는 직교 주파수 다중화 (OFDM) 신호의 새로운 peak to average power ratio (PAPR) 감쇄 기법을 제안한다. 제안 기법은 시간영역에서 OFDM 심볼의 동상 (in-phase) 성분 및 직교 (quadrature) 성분을 회전시키고 재조합한다. 제안 기법은 기존의 partial transmit sequence (PTS) 기법과 비교하여 계산량을 현저히 줄일 수 있는 장점이 있었음에도 모의 실험을 통해 얻어진 PAPR의 complementary cumulative distribution function (CCDF)는 PTS와 비교할 때 거의 같은 성능을 보였다. 더욱이 제안된 기법은 additive white Gaussian (AWGN) 채널 및 다중 경로 페이딩 채널 (multi-path fading channel)에서 일반적인 OFDM 신호를 전송할 때와 거의 같은 BER (bit error rate) 성능을 보였다.

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