{"id":558,"date":"2012-01-25T12:05:24","date_gmt":"2012-01-25T17:05:24","guid":{"rendered":"http:\/\/www.lallyacoustics.com\/blog\/?p=558"},"modified":"2012-01-25T13:57:17","modified_gmt":"2012-01-25T18:57:17","slug":"fffft-the-fast-fast-fast-fourier-transform","status":"publish","type":"post","link":"https:\/\/www.lallyacoustics.com\/blog\/archives\/558","title":{"rendered":"FFFFT (the fast fast fast Fourier transform)"},"content":{"rendered":"<p style=\"text-align: left;\">No, it&#8217;s not the sound of the air being let out of your tires!<\/p>\n<p><a title=\"&quot;The faster-than-fast Fourier transform&quot;\" href=\"http:\/\/web.mit.edu\/newsoffice\/2012\/faster-fourier-transforms-0118.html\" target=\"_blank\">Researchers at the Massachusetts Institute of Technology have just published a ground-breaking computational method<\/a> for analyzing digital signals, including sounds and images.<\/p>\n<p>The <a title=\"&quot;Explained: The Discrete Fourier Transform&quot;\" href=\"http:\/\/web.mit.edu\/newsoffice\/2009\/explained-fourier.html\" target=\"_blank\">Fourier Transform<\/a> is a way to break a complicated signal down into its most basic components, and it&#8217;s how computers manipulate things like acoustic and visual information\u2014everything from your jpeg and mp3 files up to complicated acoustic measurement and analysis gear that consultants like ourselves use daily.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft\" style=\"margin-left: 0px; margin-right: 8px; margin-bottom: 8px; margin-top: 0px;\" title=\"Complex signals can be broken down into simple components\" src=\"http:\/\/img.mit.edu\/newsoffice\/images\/article_images\/20120117111418-1.jpg\" alt=\"Fourier Transform\" width=\"142\" height=\"118\" \/><\/p>\n<p>The last major improvement in the efficiency of the Fourier Transform came in the 1960s, with the advent of the &#8220;Fast&#8221; Fourier Transform (often denoted FFT). \u00a0That was a long time ago, but the FFT is still the method of choice for on-the-fly number crunching in everything from cellphones to video games to high-end audio and graphics workstations.<\/p>\n<p>The new algorithm that MIT has devised (a <a title=\"&quot;Nearly Optimal Sparse Fourier Transform&quot;\" href=\"http:\/\/arxiv.org\/abs\/1201.2501v1\" target=\"_blank\">&#8220;nearly optimal sparse Fourier transform&#8221;<\/a>) is substantially faster than the FFT for a large range of realistic and useful cases\u2014up to 10 times faster. \u00a0It isn&#8217;t hard to imagine that such a major leap in efficiency will lead to smaller, cheaper, and more powerful electronics, since the work they do under the hood just got a whole lot easier!<\/p>\n<p>[<em>via <a title=\"MIT News\" href=\"http:\/\/web.mit.edu\/newsoffice\/2012\/faster-fourier-transforms-0118.html\" target=\"_blank\">MIT News<\/a>. Graphic:\u00a0Christine Daniloff<\/em>]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>No, it&#8217;s not the sound of the air being let out of your tires! Researchers at the Massachusetts Institute of Technology have just published a ground-breaking computational method for analyzing digital signals, including sounds and images. The Fourier Transform is a way to break a complicated signal down into its most basic components, and it&#8217;s [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,5],"tags":[49,52],"class_list":["post-558","post","type-post","status-publish","format-standard","hentry","category-news","category-technical","tag-audio","tag-frequency"],"_links":{"self":[{"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/posts\/558","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/comments?post=558"}],"version-history":[{"count":11,"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/posts\/558\/revisions"}],"predecessor-version":[{"id":569,"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/posts\/558\/revisions\/569"}],"wp:attachment":[{"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/media?parent=558"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/categories?post=558"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lallyacoustics.com\/blog\/wp-json\/wp\/v2\/tags?post=558"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}