{"id":3642,"date":"2024-05-19T11:15:44","date_gmt":"2024-05-19T11:15:44","guid":{"rendered":"https:\/\/unescoalfozanprize.org\/?p=3642"},"modified":"2024-05-19T11:15:44","modified_gmt":"2024-05-19T11:15:44","slug":"new-approach-uses-neural-networks-for-low-power-digital-pre-distortion-in-mmwave-systems","status":"publish","type":"post","link":"https:\/\/unescoalfozanprize.org\/ar\/new-approach-uses-neural-networks-for-low-power-digital-pre-distortion-in-mmwave-systems\/","title":{"rendered":"New Approach Uses Neural Networks for Low-Power Digital Pre-Distortion in mmWave Systems"},"content":{"rendered":"<p>In a recent study published in IEICE Electronics Express, researchers from the Tokyo Institute of Technology propose a novel method for digital pre-distortion (DPD) in mmWave RF-PAs using neural networks. This approach addresses the challenges of linearity and power efficiency in telecommunication systems by leveraging high-speed digital signal processing and neural network algorithms. The researchers demonstrate the effectiveness of their technique on leading-edge hardware, opening up possibilities for its application in emerging 5G and beyond-5G networks.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In a recent study published in IEICE Electronics Express, researchers from the Tokyo Institute of Technology propose a novel method for digital pre-distortion (DPD) in mmWave RF-PAs using neural networks. This approach addresses the challenges of linearity and power efficiency in telecommunication systems by leveraging high-speed digital signal processing and neural network algorithms. The researchers [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":3638,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40,23],"tags":[],"class_list":["post-3642","post","type-post","status-publish","format-standard","hentry","category-physics-ar","category-research-data-ar"],"_links":{"self":[{"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/posts\/3642","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/comments?post=3642"}],"version-history":[{"count":1,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/posts\/3642\/revisions"}],"predecessor-version":[{"id":3643,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/posts\/3642\/revisions\/3643"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/media\/3638"}],"wp:attachment":[{"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/media?parent=3642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/categories?post=3642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/unescoalfozanprize.org\/ar\/wp-json\/wp\/v2\/tags?post=3642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}