• Title/Summary/Keyword: fractional degradation in performance

Search Result 11, Processing Time 0.022 seconds

Analysis of Reduced-Width Truncated Mitchell Multiplication for Inferences Using CNNs

  • Kim, HyunJin
    • IEMEK Journal of Embedded Systems and Applications
    • /
    • v.15 no.5
    • /
    • pp.235-242
    • /
    • 2020
  • This paper analyzes the effect of reduced output width of the truncated logarithmic multiplication and application to inferences using convolutional neural networks (CNNs). For small hardware overhead, output width is reduced in the truncated Mitchell multiplier, so that fractional bits in multiplication output are minimized in error-resilient applications. This analysis shows that when reducing output width in the truncated Mitchell multiplier, even though worst-case relative error increases, average relative error can be kept small. When adopting 8 fractional bits in multiplication output in the evaluations, there is no significant performance degradation in target CNNs compared to existing exact and original Mitchell multipliers.

Integer Frequency Offset Estimation of OFDM Systems

  • Yoon, Dae-Gung;Han, Dong-Seog
    • Proceedings of the Korea Society of Information Technology Applications Conference
    • /
    • 2005.11a
    • /
    • pp.255-258
    • /
    • 2005
  • A blind-mode integer frequency offset estimation algorithm is proposed for an OFDM system. Imperfect integer frequency offset estimation causes ambiguity in the data sub-carrier position. Morelli's blind integer frequency offiet estimation algorithm exploits the likelihood function by comparing the power in sub-carriers. It, however, shows performance degradation when there is the fractional frequency offset. The proposed algorithm solves this by using interpolation in the frequency domain. In this algorithm, it is exploited that the effect of the frequency offset is shown as a shift of power spectrum. By calculating the covariance of over-sampled samples, most approximate samples to integer point are obtained. It enables integer frequency offset estimation less affected by fractional frequency offset.

  • PDF

Aging: Degradation of Permeability in Microporous Polymeric Membranes (물리적 노화로 인한 미세 다공성 중합체의 투과성 저하)

  • Kim, Kyunam;Koh, Dong-Yeun
    • Membrane Journal
    • /
    • v.29 no.4
    • /
    • pp.191-201
    • /
    • 2019
  • Before the commercialization of polymeric membranes applicable for industrial application, the homework remains for the high-performance polymers to overcome the practical challenge: long-term stability for prolonged service time. Polymers of intrinsic microporosity (PIMs), exhibiting exceptionally high fractional free volume and high permeability, are susceptible to physical aging where the extra volume created by the inefficient ladder-type packing will lead them from the volumetric equilibrium and reduce the free volume/permeability over time. Here, we will re-examine the physical aging of polymers of intrinsic microporosity, and discuss some of the most prominent attempts to mitigate physical aging in PIMs.

A New Methodology for Estimating the Impact of Co-Channel Interference from High-Altitude Platforms to Terrestrial Systems

  • Milas Vasilis F.;Constantinou Philip
    • Journal of Communications and Networks
    • /
    • v.8 no.2
    • /
    • pp.175-181
    • /
    • 2006
  • This paper addresses an in-depth analysis of the stratosphere-to-Earth co-channel interference produced by high-altitude platforms (HAPs) and proposes a new methodology for the evaluation of its impact to terrestrial systems in terms of fractional degradation in performance, taking into account parameters such as HAP's mobility, realistic distribution of azimuth and elevation angles of the terrestrial microwave links (TMLs), and gradual high-altitude platform network (HAPN) loading. Simulations performed for different HAPN configurations, prove that the implementation of the methodology proposed, may lead to a more efficient use of the spectrum shared between the two services.

A Novel Frequency Offset Estimation Algorithm for Chirp Spread Spectrum Based on Matched Filter (정합필터 기반의 Chirp Spread Sprectrum을 위한 새로운 주파수 오프셋 추정 알고리즘)

  • Kim, Yeong-Sam;Chong, Jong-Wha
    • Journal of the Institute of Electronics Engineers of Korea TC
    • /
    • v.47 no.10
    • /
    • pp.1-7
    • /
    • 2010
  • A new frequency offset estimation algorithm for chirp spread spectrum based on matched filter is proposed. Generally, the differential phase between successive symbols is used for the conventional frequency offset estimation algorithm. However, if the conventional frequency offset estimation algorithm is used for CSS, phase ambiguity arises because of long symbol duration and guard time. The phase ambiguity causes performance degradation of matched filter since the received signal is corrupted by the integer frequency offset. In this paper, we propose a new frequency offset estimation algorithm which separates integer and fractional frequency offset estimation for removing the phase ambiguity. The proposed algorithm estimates the integer frequency offset by using differential phase between matched filtering results of sub-chirps and successive symbols. Then, the fractional frequency offset is estimated by using the differential phase between successive symbols Simulation results show that the proposed algorithm well removes the phase ambiguity, and have almost same estimation performance compared with conventional one when there is not the phase ambiguity.

A Full Digital Multipath Generator (완전 디지털 다중경로발생기)

  • 권성재
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.7 no.2
    • /
    • pp.74-81
    • /
    • 2002
  • In general, a multipath generator consists of a time delay generator, phase rotator, and amplitude attenuator, and is implemented mostly in an analog manner. Analog, or partially analog versions of a multipath generator is disadvantageous in that they may suffer from problems associated with component aging and adjustment, signal fidelity degradation stemming from repeated A/D and D/A conversion use of high frequency to achieve fine i.e., subsample fractional tin delays. This paper presents the design and implementation methodology of a full digital multipath generator which can be used in performance evaluations of digital terrestrial television as well as communications, receivers. In particular, an efficient practical method is proposed which can achieve both integer and fractional time delays simultaneously, without placing restrictions on the allowable system master clock frequency. The proposed algorithm lends itself to minimizing hardware implementation cost by relegating some fixed put of the computation involved to an IBM PC. The proposed multipath generator occupies only a single digital board space, and its experimental results are provided to corroborate the proposed implementation methodology.

  • PDF

Study on the Power Flux-Densities for HEO FSS in the 4 GHz and 11 GHz bands (4GHz 및 11GHz 대역에서 HEO FSS의 전력속밀도에 관한 연구)

  • 임상희;성향숙
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.28 no.10A
    • /
    • pp.830-837
    • /
    • 2003
  • The interests of HEO is growing due to the congestion of GSO. ITU-R is studying about the pfd for HEO FSS in the 4GHz and 11GHz bands that will adequately protect the FS and, at the same time, will better reflect HEO FSS satellite requirements. We simulated and analysed the interference effects from the USAKU-H2 type of HEO FSS system into the FS receive station in these bands. Based on our analysis, we evaluated if the pfd masks proposed in ITU-R provided the appropriate protection to the FS located at near latitude 40$^{\circ}$N.

A Study on Radiator of VHF-Band Active Electronically Scanned Array with the Trapezoidal Dipole Structure Using Meander-Line (미엔더 라인을 이용한 사다리꼴 다이폴 구조의 VHF 대역 능동 위상 배열안테나 복사소자 연구)

  • Park, Dae-Sung;Ko, Young-Kwan;Choi, Jae-Hoon
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
    • /
    • v.27 no.12
    • /
    • pp.1027-1035
    • /
    • 2016
  • In this paper, the method to miniaturize the radiating element of a VHF-band active electronically scanned array is proposed. The length of the proposed dipole having trapezoidal shape structure is miniaturized using meander line while the performance degradation is minimized. The grid reflector is used to improve the antenna directivity and insensitivity due to the outer environment. In addition, the antenna is designed to take into account for array application. The fabricated antenna has a 9.1 % fractional bandwidth for the voltage standing wave ratio(VSWR) 2:1 and the maximum gain of 4.24 dBi. The front-to-back ratio(FBR) is larger than 15 dB.

Estimation of Fractional Frequency Offset for the Next-Generation Digital Broadcasting System (차세대 디지털 방송시스템을 위한 소수배 주파수 오프셋 추정)

  • Kim, Ho Jae;Kang, In-Woong;Seo, Jae Hyun;Kim, Heung Mook;Kim, Hyoung-Nam
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.41 no.11
    • /
    • pp.1364-1373
    • /
    • 2016
  • Ultra High Definition Television (UHDTV) has attracted much attention as one of next generation broadcasting services. For the commercialization of UHD broadcasting service, standardization groups including the DVB (Digital Video Broadcasting) and the ATSC (Advanced Television Systems Committee) have decided to adopt the Orthogonal Frequency Division Multiplexing (OFDM) for signal transmission. However, when the carrier frequency is not properly synchronized at the receiver, inter-symbol interference (ISI) and inter-carrier interference (ICI) may occur. In order to avoid performance degradation resulting from ISI or ICI, receivers should synchronize the carrier frequency by using preambles and pilot symbols. However, there only few published literature dealing with the frequency offset estimation methods regarding the next generation terrestrial broadcasting. In this respect, this paper proposes a method to estimate timing and fractional frequency offset for the ATSC 3.0 system by using a preamble bootstrap symbol. The proposed detector can detect the fractional frequency offset by adding a complex conjugate product on the conventional estimator where only timing offset can be estimated.

Algorithm for the Improvement of Time and Frequency Synchronization Performance in OFDMA System (OFDMA 시스템의 시간 및 주파수 동기 성능 향상을 위한 동기화 알고리즘)

  • Noh Jung-Ho;Sun Tae-Hyoung;Chang Kyung-Hi
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.31 no.4A
    • /
    • pp.402-411
    • /
    • 2006
  • In OFDMA system, multiple users transmit signal through the subcarriers assigned to the user. Capabilities of high data-rate transmission in OFDMA system come from the ability to compensate the ICI (Inter Carrier Interference) using a single-tap equalizer and to implement transmitter and receiver by employing high speed FFT circuitry. Issues of time and frequency synchronization in OFDM system is quite essential to preserve the orthogonality among subcarriers not to produce ICI. In this paper, we Int analyze the preamble used in 802.16 d/e and WiBro system. Then we propose an effective timing synchronization algorithm, which is more accurate than the conventional one in the sense of timing position, and integral frequency offset estimation scheme for the simultaneouse estimation of the fractional and integral frequency offset. Through the simulation utilizing the proposed synchronization algorithm and structure, we show that the performance degradation due to the adjacent channel interference can be mitigated for the than conventional ones.