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一种Myriad滤波器中线性度参数的计算方法 被引量:1

A linearity parameter computation method of myriad filter
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摘要 以最小渐进方差准则为基础,分析了SαS分布模型参数对Myriad滤波器线性度参数的影响,推导了SαS分布模型参数α与Myriad滤波器的线性度参数K之间的关系曲线,提出了一种线性度参数K的计算表达式,并与传统的经验公式和实际数据进行了比较。结果表明:相对于传统计算方法而言,所提出的公式对实际数据的逼近效果更好、形式更为简洁,具有较强的实用性。 With the asymptotic variance as the criterion, this paper analyzes the influence of the pa- rameter of SaS distribution on the linearity parameter of Myriad filter and derives the optimal a^K curve. A new expression for the optimal linearity parameter K is proposed and compared with the con- ventional emprirical equation and actual data. The results show that as far as the traditional calcula- tion method is concerned, the formula presented is better for actual data fitting due to its simpler form and greater practicability.
出处 《海军工程大学学报》 CAS 北大核心 2014年第2期91-94,共4页 Journal of Naval University of Engineering
关键词 Myriad滤波器 线性度参数 ScrS分布 非高斯噪声 Myriad filter linearity parameter symmetric a-stable distribution non-Gaussian noise
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参考文献13

  • 1Kay S M.统计信号处理基础-估计与检测理论[M].罗鹏飞,译.北京:电子工业出版社,2003.
  • 2NOLAN J P, tions of Heavy WAMI A. Proceedings of Applica Tailed Distributions in Economics Engineering and Statistics [M]. Washington DC American University, 1999.
  • 3张坚,林春生,邓鹏,龚沈光.非高斯背景噪声下的微弱磁异常信号检测算法[J].海军工程大学学报,2011,23(4):22-26. 被引量:16
  • 4TSIHRINTZIS G A, NIKIAS C L. Performance of optimum and suboptimum receivers in the pre- sence of impulsive noise modeled as an alpha-stable process[J]. IEEE Transactions on Communica- tions, 1993,43(2) :658-662.
  • 5付天晖,周穗华,叶慧娟.超低频大气噪声幅度概率的SαS分布法[J].海军工程大学学报,2010,22(6):91-95. 被引量:1
  • 6GONZALEZ J G, ARCE G R. Optimality of the Myriad filter in practical impulsive-noise environ- ments [J]. IEEE Transactions on Signal Proces sing, 1998,49(2) :438-441.
  • 7ZOZOR S, BROSSIER J M, AMBLARD P O. A parametric approach to suboptimal signal detection in alpha-stable noise [J]. IEEE Transactions on Signal Processing, 2006,54(12) :4497-4509.
  • 8ARCE G R. Nonlinear Signal Processing: A Sta- tistical Approach [M]. Hoboken, New Jersey: John Wiley & Sons, 2005.
  • 9GONZALEZ J G. Robust Techniques for Wireless Communications in Non-Gaussian Environments [D]. Delaware: University of Delaware, 1997.
  • 10LIMH S, CHUAHTC, CHUAH H T. Onthe optimal alpha-k curve of the sample Myriad [J]. IEEE Signal Processing Letters, 2007,14 (8) : 545- 548.

二级参考文献15

  • 1EVANS J E,GRIFFITHS A S.Design of a Sanguine noise processor based upon world-wide extremely low frequency (ELF) recordings[J].IEEE Trans.on Communications,1974,22(4):528-539.
  • 2INGRAM R F.Performance of the locally optimum threshold receiver and several suboptimum nonlinear receivers for ELF noise[J].IEEE Journal of Oceanic Engineering,1984,9(3):202-208.
  • 3FIELD E C,LEWINSTEIN M.Amplitude probability distribution model for VLF/ELF atmospheric noise[J].IEEE Trans.on Communications,1978,26(1):83-87.
  • 4CHRISSAN D A.Statistical analysis and modeling of low frequency radio noise and improvement of low frequency communications[D].California:Stanford University,1998.
  • 5NOLAN J P,WAMI A.Proceedings of applications of heavy tailed distributions in economics,engineering and statistics[M].Washington D.C.:American University,1999.
  • 6MA X,NIKIAS C L.Parameter estimation and blind channel identification in impulsive signal environments[J].IEEE Trans.on Signal Processing,1995,43(12):2884-2897.
  • 7NIKIAS C L,SHAO M.Signal Processing with Alpha-Stable Distributions and Applications[M].New York:Wiley & Sons Publication,1995.
  • 8WERON R.On the chambers-mallows-stuck method for simulating skewed stable random variables[J].Statistics & Probability Letters,1996,28:165-171.
  • 9ITU.Recommendation P.372-10[R].Geneva Switzerland:International Telecommunication Union,2003.
  • 10张曙霞,徐大勇,蒋宇中,毕文斌.超低频大气噪声幅度概率分布模式的辨识[J].应用科学学报,2008,26(4):336-341. 被引量:5

共引文献22

同被引文献5

  • 1张安清,邱天爽,章新华.α稳定分布的水声信号处理新方法[J].电子与信息学报,2005,27(8):1201-1204. 被引量:13
  • 2程琳.基于环境激励振动的水工混凝土结构损伤诊断方法研究[D].南京:河海大学,2013.
  • 3Shao M, Nikias C L. Signal Processing with Fractional Lower Order Moments: Stable Processes and Their Ap- plications[J]. Proceeding of the IEEE, 1993,81 (7) ; 986- 1010.
  • 4Jia W,Kuruoglu E E,Zhou T. Alpha-stable channel ca- pacity[J]. IEEE Communication Letters, 2011,15 (10) : 1107-1109.
  • 5岳碧波,彭真明.基于快速Myriad滤波方法的地震数据去噪[J].石油物探,2014,53(5):516-522. 被引量:4

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