{"title":"星际散射中的观测和Levy统计","authors":"C. Gwinn","doi":"10.1080/10556790701610506","DOIUrl":null,"url":null,"abstract":"Levy flights are similar to random walks, but are dominated by rare, large events rather than the accumulation of many steps. Levy flights are not subject to the Central Limit Theorem because the distribution of steps has no second moment; they converge to Levy-stable distributions, which have power-law tails and are stable in form under convolution with themselves. A variety of physical models can produce Levy flights. For such models, the distribution of differences in refractive index has no convergent moments, so that propagation of waves through such a medium is difficult to treat with traditional theoretical methods. Calculations show that Levy flights may help to understand some surprising aspects of radio-wave scattering in the interstellar plasma, including the scaling of broadening time τ with dispersion measure DM, the shape of scatter-broadened images, and the impulse-response function for temporal broadening of narrow pulses.","PeriodicalId":52135,"journal":{"name":"Astronomical and Astrophysical Transactions","volume":"20 1","pages":"525-533"},"PeriodicalIF":0.0000,"publicationDate":"2007-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Observations and Levy statistics in interstellar scattering\",\"authors\":\"C. Gwinn\",\"doi\":\"10.1080/10556790701610506\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Levy flights are similar to random walks, but are dominated by rare, large events rather than the accumulation of many steps. Levy flights are not subject to the Central Limit Theorem because the distribution of steps has no second moment; they converge to Levy-stable distributions, which have power-law tails and are stable in form under convolution with themselves. A variety of physical models can produce Levy flights. For such models, the distribution of differences in refractive index has no convergent moments, so that propagation of waves through such a medium is difficult to treat with traditional theoretical methods. Calculations show that Levy flights may help to understand some surprising aspects of radio-wave scattering in the interstellar plasma, including the scaling of broadening time τ with dispersion measure DM, the shape of scatter-broadened images, and the impulse-response function for temporal broadening of narrow pulses.\",\"PeriodicalId\":52135,\"journal\":{\"name\":\"Astronomical and Astrophysical Transactions\",\"volume\":\"20 1\",\"pages\":\"525-533\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2007-12-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Astronomical and Astrophysical Transactions\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/10556790701610506\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Physics and Astronomy\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Astronomical and Astrophysical Transactions","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/10556790701610506","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Physics and Astronomy","Score":null,"Total":0}
Observations and Levy statistics in interstellar scattering
Levy flights are similar to random walks, but are dominated by rare, large events rather than the accumulation of many steps. Levy flights are not subject to the Central Limit Theorem because the distribution of steps has no second moment; they converge to Levy-stable distributions, which have power-law tails and are stable in form under convolution with themselves. A variety of physical models can produce Levy flights. For such models, the distribution of differences in refractive index has no convergent moments, so that propagation of waves through such a medium is difficult to treat with traditional theoretical methods. Calculations show that Levy flights may help to understand some surprising aspects of radio-wave scattering in the interstellar plasma, including the scaling of broadening time τ with dispersion measure DM, the shape of scatter-broadened images, and the impulse-response function for temporal broadening of narrow pulses.
期刊介绍:
Astronomical and Astrophysical Transactions (AApTr) journal is being published jointly by the Euro-Asian Astronomical Society and Cambridge Scientific Publishers, The journal provides a forum for the rapid publication of material from all modern and classical fields of astronomy and astrophysics, as well as material concerned with astronomical instrumentation and related fundamental sciences. It includes both theoretical and experimental original research papers, short communications, review papers and conference reports.