{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:09:05Z","timestamp":1772118545467,"version":"3.50.1"},"reference-count":9,"publisher":"Wiley","issue":"5","license":[{"start":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T00:00:00Z","timestamp":1752537600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Internet Technology Letters"],"published-print":{"date-parts":[[2025,9]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>Edge intelligence in IoT and IIoT demands lightweight algorithms for data processing on resource\u2010constrained devices. This paper introduces a novel adaptive pulse shape filter based on TinyML for PAPR and SER optimization on edge devices used in uplink IoT communication. Implemented on IoT nodes such as sensors, our pruned neural network provides up to 2\u2009dB PAPR saving over root\u2010raised\u2010cosine (RRC) filters. Mass simulations validate its efficacy in DFT\u2010s\u2010OFDM systems and offer an energy\u2010efficient and scalable solution for IoT\/IIoT use cases such as smart factories and rural connectivity.<\/jats:p>","DOI":"10.1002\/itl2.70060","type":"journal-article","created":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T16:24:41Z","timestamp":1752596681000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["<scp>TinyML<\/scp>\n                    \u2010Based Adaptive Pulse Shaping for Edge Intelligence in\n                    <scp>IoT<\/scp>\n                    \/\n                    <scp>IIoT<\/scp>"],"prefix":"10.1002","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-1215-6579","authenticated-orcid":false,"given":"Afan","family":"Ali","sequence":"first","affiliation":[{"name":"Department of Electrical and Electronics Engineering Istanbul Medipol University  Istanbul Turkey"}]}],"member":"311","published-online":{"date-parts":[[2025,7,15]]},"reference":[{"key":"e_1_2_7_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3045115"},{"key":"e_1_2_7_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"key":"e_1_2_7_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/4234.951379"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3482353"},{"key":"e_1_2_7_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/4234.673657"},{"key":"e_1_2_7_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/VETECF.2002.1040586"},{"key":"e_1_2_7_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/LWC.2022.3232631"},{"key":"e_1_2_7_9_1","first-page":"1","volume-title":"Proc. IEEE Globecom Workshops","author":"Ye H.","year":"2018"},{"key":"e_1_2_7_10_1","first-page":"1","volume-title":"Proc. ICLR","author":"Loshchilov I.","year":"2019"}],"container-title":["Internet Technology Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/itl2.70060","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T18:24:59Z","timestamp":1761071099000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/itl2.70060"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,15]]},"references-count":9,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2025,9]]}},"alternative-id":["10.1002\/itl2.70060"],"URL":"https:\/\/doi.org\/10.1002\/itl2.70060","archive":["Portico"],"relation":{"has-review":[{"id-type":"doi","id":"10.1002\/ITL2.70060\/v1\/review1","asserted-by":"object"},{"id-type":"doi","id":"10.1002\/ITL2.70060\/v1\/review2","asserted-by":"object"},{"id-type":"doi","id":"10.1002\/ITL2.70060\/v2\/review1","asserted-by":"object"},{"id-type":"doi","id":"10.1002\/ITL2.70060\/v2\/review2","asserted-by":"object"},{"id-type":"doi","id":"10.1002\/ITL2.70060\/v2\/response1","asserted-by":"object"},{"id-type":"doi","id":"10.1002\/ITL2.70060\/v1\/decision1","asserted-by":"object"},{"id-type":"doi","id":"10.1002\/ITL2.70060\/v2\/decision1","asserted-by":"object"}]},"ISSN":["2476-1508","2476-1508"],"issn-type":[{"value":"2476-1508","type":"print"},{"value":"2476-1508","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7,15]]},"assertion":[{"value":"2025-04-04","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-06-04","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-07-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70060"}}