{"id":670,"date":"2023-08-18T06:39:57","date_gmt":"2023-08-18T06:39:57","guid":{"rendered":"https:\/\/arkis.com.tr\/?page_id=670"},"modified":"2023-08-18T06:39:59","modified_gmt":"2023-08-18T06:39:59","slug":"iot-internet-of-things-ve-lora-long-range","status":"publish","type":"page","link":"https:\/\/arkis.com.tr\/?page_id=670","title":{"rendered":"IoT (Internet of Things) ve LoRa (Long Range)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Nesnelerin \u0130nterneti (IoT) ve LoRa (Long Range)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Nesnelerin \u0130nterneti (IoT) Nedir?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">K\u0131saltmas\u0131 IoT olan , \u201cinternet of things\u201d yani nesnelerin interneti, geli\u015fen teknoloji ile g\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k\u00e7a duydu\u011fumuz bir konu haline geldi.Peki bu s\u0131k duydu\u011fumuz konunun tarihi nedir?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nesnelerin \u0130nterneti kavram\u0131 1999 y\u0131l\u0131nda, Kevin Ashton taraf\u0131ndan \u015firket i\u00e7i sunumda ilk defa kullan\u0131ld\u0131. Nesnelerin \u0130nterneti teknolojisi, g\u00fcnl\u00fck hayatta kulland\u0131\u011f\u0131m\u0131z elektronik cihazlar\u0131n, internet sayesinde di\u011fer cihazlar ve a\u011fla veri ileti\u015fimi yapabilmesine dayan\u0131r. IoT \u00f6zellikli cihazlar\u0131n birbirleriyle senkronizasyon i\u00e7inde olmas\u0131, bu teknolojinin en \u00f6nemli \u00f6zelli\u011fidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En basit \u015fekilde IoT, U\u00e7 cihazlar\u0131n olu\u015fturdu\u011fu a\u011f ve bu cihazlar\u0131n, aralar\u0131ndaki ba\u011flant\u0131 \u00fczerinden veri al\u0131\u015fveri\u015fi yapmas\u0131 \u015feklinde tan\u0131mlanabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Nesnelerin \u0130nterneti (IoT) Uygulamalar\u0131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Evimizde, i\u015fyerimizde, g\u00fcnl\u00fck hayatta bir \u00e7ok elektronik&nbsp; cihaz ve sens\u00f6r kullan\u0131yoruz. Bu sens\u00f6rlerin bizim i\u00e7in birbirleriyle ve a\u011fla haberle\u015fti\u011fini d\u00fc\u015f\u00fcn\u00fcn. \u00d6rne\u011fin bir buzdolab\u0131, i\u00e7erisine konulan \u00fcr\u00fcnlerin son kullanma tarihleri yakla\u015ft\u0131\u011f\u0131nda telefonunuza bir uyar\u0131 mesaj\u0131 g\u00f6nderebilir. Veya IoT ile, eviniz i\u00e7in anahtar ta\u015f\u0131ma derdini tamamen ortadan kald\u0131rabilirsiniz. Kap\u0131n\u0131z\u0131n \u00f6n\u00fcne geldi\u011finizde, kap\u0131n\u0131z sizin geldi\u011finizi anlayarak kilidi a\u00e7abilir. Bir di\u011fer \u00f6rne\u011fi de end\u00fcstriden verelim. Tedarik zinciri g\u00fc\u00e7l\u00fc olan bir fabrika, stoklar\u0131nda ne kadar \u00fcr\u00fcn oldu\u011funu sens\u00f6rlerden gelen veri sayesinde anl\u0131k olarak g\u00f6rebilmektedir. Bu tarz yenilik\u00e7i ve ak\u0131ll\u0131 uygulamalar, ev kullan\u0131c\u0131lar\u0131na ve i\u015fletmelere zaman, verimlilik, para vb. bir\u00e7ok katk\u0131 sa\u011flamaktad\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Nesnelerin \u0130nterneti (IoT) Mimarisi<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nesnelerimiz, yani cihazlar\u0131m\u0131z, kullan\u0131ld\u0131klar\u0131 ortamlardan, istenen verileri toplay\u0131p, sunucuya g\u00f6nderirler. Bu veri g\u00f6nderme i\u015flemi Wi-Fi, GSM, Bluetooth, Zigbee ve RF kart\u0131 y\u00f6ntemlerinden biriyle olabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sunucumuza gelen veri bizim anlayabilece\u011fimiz \u015fekilde i\u015flenir. Sunucudaki veri son kullan\u0131c\u0131ya yani bizlere, uygulama \u00fczerinden ula\u015ft\u0131r\u0131l\u0131r. Sunucu uygulamalar\u0131 ve protokoller, veri payla\u015f\u0131m\u0131, uzaktan kontrol, izleme ve di\u011fer i\u015flevleri ger\u00e7ekle\u015ftirmemize yard\u0131mc\u0131 olurlar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bluetooth, Wi-Fi ve kablolu ba\u011flant\u0131, alan geni\u015fli\u011fi olarak k\u0131s\u0131tl\u0131 bir mesafe sunar. H\u00fccresel Verinin ise maliyeti ve g\u00fc\u00e7 t\u00fcketiminin fazla olmas\u0131 dezavantajd\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Mesafe problemini daha az maliyetle \u00e7\u00f6zmek ve g\u00fc\u00e7 t\u00fcketimini azaltmak i\u00e7in LoRa ve LoRaWAN geli\u015ftirilmi\u015ftir.<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/arkis.com.tr\/wp-content\/uploads\/2023\/08\/Insanlar-cihazlar-ve-sistemler-arasindaki-etkilesimi-yonetir.-2-1-1024x576.png\" alt=\"\" class=\"wp-image-691\" style=\"width:782px;height:440px\" width=\"782\" height=\"440\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Nesnelerin \u0130nterneti (IoT) Katmanlar\u0131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Veri iletimini katmansal olarak inceleyelim.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Perception Layer(Alg\u0131lama Katman\u0131)<\/strong>, fiziksel d\u00fcnyayla etkile\u015fime giren sens\u00f6rlerden olu\u015fur. \u00c7evresel verileri toplar ve bu verileri dijital sinyallere d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Transport Layer(Ta\u015f\u0131ma Katman\u0131)<\/strong>, alg\u0131lanan verilerin a\u011fa iletilmesini sa\u011flar.&nbsp;Wi-Fi, Bluetooth, Zigbee, RF kart\u0131 gibi ileti\u015fim teknolojileri kullan\u0131l\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Processing Layer(\u0130\u015fleme Katman\u0131)<\/strong>, ta\u015f\u0131nan verilerin analiz edilmesi ve saklanmas\u0131n\u0131 sa\u011flar. Veri analizi, veri tabanlar\u0131na kay\u0131t, veri filtreleme ve \u00f6zetleme i\u015flemleri ger\u00e7ekle\u015ftirilir. Verilerin anlaml\u0131 bilgilere d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi bu katmanda ger\u00e7ekle\u015fir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Application Layer(Uygulama Katman\u0131)<\/strong>, son kullan\u0131c\u0131n\u0131n cihazlar\u0131 ve verileri y\u00f6netmesini ve kullanmas\u0131n\u0131 sa\u011flar. \u0130nsanlar, cihazlar ve sistemler aras\u0131ndaki etkile\u015fimi y\u00f6netir.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/arkis.com.tr\/wp-content\/uploads\/2023\/08\/Insanlar-cihazlar-ve-sistemler-arasindaki-etkilesimi-yonetir.-3-1024x487.png\" alt=\"\" class=\"wp-image-692\" style=\"width:664px;height:316px\" width=\"664\" height=\"316\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Nesnelerin \u0130nterneti (IoT) Sistemlerinde Gizlilik ve G\u00fcvenlik<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nesnelerin \u0130nterneti (IoT) teknolojisinin h\u0131zla yayg\u0131nla\u015fmas\u0131yla birlikte, g\u00fcvenlik ve gizlilik konular\u0131 daha da \u00f6nem kazanm\u0131\u015ft\u0131r. IoT cihazlar\u0131, ki\u015fiye ve kurumlara ait \u00f6zel&nbsp; verileri toplar, ileti\u015fim kurar ve i\u015fler. Bu nedenle, cihazlar\u0131n g\u00fcvenli\u011fi ve veri gizlili\u011fi, hem kullan\u0131c\u0131lar hem de end\u00fcstriler i\u00e7in \u00f6nemlidir. Veri g\u00fcvenli\u011finin sa\u011flanmas\u0131 i\u00e7in yap\u0131labilecek birka\u00e7 maddeyi \u015f\u00f6yle s\u0131ralayabiliriz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Kimlik Do\u011frulama ve Yetkilendirme:<\/strong> IoT cihazlar\u0131n\u0131n g\u00fcvenli\u011fini sa\u011flamak i\u00e7in kimlik do\u011frulama (authentication) ve yetkilendirme (authorization) y\u00f6ntemleri kullan\u0131l\u0131r. Cihazlar\u0131n ve kullan\u0131c\u0131lar\u0131n kimlikleri do\u011frulanmal\u0131 ve sadece gerekli izinlere sahip olanlar, belirli i\u015flevleri ger\u00e7ekle\u015ftirebilmelidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fiziksel G\u00fcvenlik:<\/strong> IoT cihazlar\u0131 fiziksel olarak korunmal\u0131d\u0131r. Herhangi bir \u00e7al\u0131nma veya kas\u0131tl\u0131 hasar verme problemlerine, \u00f6nlemler al\u0131nmal\u0131d\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>G\u00fcncel Yaz\u0131l\u0131m ve Yama Y\u00f6netimi:<\/strong> IoT cihazlar\u0131n\u0131n g\u00fcvenli\u011fi, g\u00fcncel yaz\u0131l\u0131m\u0131n kullan\u0131lmas\u0131 ve g\u00fcvenlik a\u00e7\u0131klar\u0131n\u0131n zaman\u0131nda yamalanmas\u0131 ile sa\u011flan\u0131r. \u00dcreticilerin, cihazlar\u0131 g\u00fcvenli bir \u015fekilde g\u00fcncelleme mekanizmalar\u0131 sunmalar\u0131 \u00f6nemlidir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LoRa (Long Range) Nedir?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LoRa, uzun menzilli ve d\u00fc\u015f\u00fck g\u00fc\u00e7 t\u00fcketen bir kablosuz haberle\u015fme teknolojisidir. LoRa (Long Range: Uzun Menzilli) terimi, cihazlar\u0131n birbirleriyle ileti\u015fim kurabilmesi i\u00e7in kullan\u0131lan bir protokol\u00fc ve fiziksel haberle\u015fme katman\u0131n\u0131 ifade eder. Genellikle 1 GHz alt\u0131 ISM frekans bantlar\u0131nda (433Mhz, 868MHz, ,915MHz vb.) \u00e7al\u0131\u015f\u0131r. Tar\u0131m, end\u00fcstriyel otomasyon, ak\u0131ll\u0131 \u015fehirler ve ak\u0131ll\u0131 ev cihazlar\u0131 gibi bir\u00e7ok alanda kullan\u0131l\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LoRa Teknolojisinin Temel \u00d6zellikleri<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Uzun Menzil:<\/strong> LoRa teknolojisi, d\u00fc\u015f\u00fck frekansl\u0131 radyo dalgalar\u0131n\u0131 kullanarak ileti\u015fim sa\u011flar. Bu nedenle veriler uzun mesafeler boyunca iletilebilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u00fc\u015f\u00fck G\u00fc\u00e7 T\u00fcketimi:<\/strong> LoRa, \u00e7al\u0131\u015fmak i\u00e7in d\u00fc\u015f\u00fck g\u00fc\u00e7 t\u00fcketir. B\u00f6ylece maliyet azalm\u0131\u015f olur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u00fc\u015f\u00fck Veri H\u0131z\u0131: <\/strong>LoRa teknolojisi, d\u00fc\u015f\u00fck veri h\u0131zlar\u0131na sahiptir.&nbsp; Y\u00fcksek h\u0131zl\u0131 veri iletimi gerektiren uygulamalar i\u00e7in uygun de\u011fildir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Lisanss\u0131z Bantta \u00c7al\u0131\u015fma:<\/strong> LoRa lisans gerektirmeyen ISM band\u0131nda \u00e7al\u0131\u015f\u0131r. Bu durum kullan\u0131c\u0131ya esneklik sa\u011flar.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LoRaWAN:<\/strong> LoRa cihazlar\u0131n\u0131n y\u00f6netimini, a\u011f ba\u011flant\u0131s\u0131n\u0131 ve veri iletimini d\u00fczenler. Ba\u011flant\u0131 katman\u0131d\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bu sayd\u0131\u011f\u0131m\u0131z \u00f6zelliklerden \u015f\u00f6yle bir \u00e7\u0131kar\u0131m yapabiliriz. <strong>LoRa, IoT isterlerine g\u00f6re tasarlanm\u0131\u015ft\u0131r.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LoRaWAN Nedir?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LoRaWAN (Long Range Wide Area Network), IoT cihazlar\u0131 i\u00e7in geli\u015ftirilmi\u015f,&nbsp; uzaktaki sens\u00f6rlerin veya cihazlar\u0131n, verilerini toplamak ve y\u00f6netmek i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f bir a\u011f protokol\u00fcd\u00fcr.&nbsp;Bu protokol LoRa Alliance taraf\u0131ndan geli\u015ftirilmi\u015ftir. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LoRaWAN A\u011f Yap\u0131s\u0131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sens\u00f6rlerden al\u0131nan veriler radyo frekanslar\u0131 kullan\u0131larak, antenler \u00fczerinden Gatewaye iletilir. Sens\u00f6rlerden Gatewaye veri yollan\u0131rken LoraWAN protokol\u00fc kullan\u0131l\u0131r. Gateway a\u011f ge\u00e7idi anlam\u0131na gelmektedir. Gatewaye gelen veri burada IP paketine d\u00f6n\u00fc\u015ft\u00fcr\u00fclerek, TCP\/IP protokol\u00fcyle sunucuya g\u00f6nderilir. D\u00f6n\u00fc\u015ft\u00fcrme i\u015flemini Gateway yapar. G\u00f6nderme i\u015fleminde Wi-Fi veya h\u00fccresel veri kullan\u0131l\u0131r. Gateway sunucuya veriyi yollar. Cloud k\u0131sm\u0131nda 2 t\u00fcr sunucu vard\u0131r. Bunlardan biri a\u011f sunucusu di\u011feri de uygulama sunucusudur. A\u011f sunucusu veri iletimini y\u00f6netir, g\u00fcvenlik ve a\u011f y\u00f6netimi konular\u0131na odaklan\u0131r. Uygulama sunucusu verinin son kullan\u0131c\u0131ya nas\u0131l sunulaca\u011f\u0131, i\u015flenece\u011fi ve kullan\u0131laca\u011f\u0131 konular\u0131na odaklan\u0131r. Sunucudan \u00e7\u0131kan veri yine ayn\u0131 protokol ile son kullan\u0131c\u0131 olan bizlere mobil veya web uygulamalar \u00fczerinden ula\u015fm\u0131\u015f olur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00d6zetleyecek olursak LoRa bizim sens\u00f6rlerimizin bulundu\u011fu ve ileti\u015fimden sorumlu olan fiziksel katman\u0131m\u0131zd\u0131r. LoRaWAN ise sens\u00f6rlerden gelen verinin sunucuya g\u00fcvenli bir \u015fekilde iletilmesi i\u00e7in geli\u015ftirilmi\u015f bir protokold\u00fcr. Ba\u011flant\u0131 katman\u0131d\u0131r.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/arkis.com.tr\/wp-content\/uploads\/2023\/08\/Insanlar-cihazlar-ve-sistemler-arasindaki-etkilesimi-yonetir.-4-1024x576.png\" alt=\"\" class=\"wp-image-693\" style=\"width:780px;height:439px\" width=\"780\" height=\"439\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">LoRa ve LoRaWAN Katmanlar\u0131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RF katman\u0131nda<\/strong> ISM band\u0131nda kullan\u0131lacak frekans aral\u0131\u011f\u0131 tan\u0131mlan\u0131r. Bu aral\u0131k \u00fclkelere g\u00f6re de\u011fi\u015fkenlik g\u00f6sterir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fiziksel Katmanda<\/strong>, sens\u00f6rler bulunur. Verinin iletimi, ve al\u0131m\u0131 d\u00fczenlenir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>MAC Katman\u0131nda<\/strong>, ayn\u0131 ileti\u015fim kanal\u0131n\u0131 payla\u015fan cihazlar\u0131n, nas\u0131l eri\u015fim sa\u011flayaca\u011f\u0131 d\u00fczenlenir. Bu katman, veri paketlerinin do\u011fru bir \u015fekilde aktar\u0131lmas\u0131n\u0131 sa\u011flayan, \u00e7er\u00e7eveleme ve hata d\u00fczeltme i\u015flemlerini de i\u00e7erir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Uygulama Katman\u0131<\/strong>, son kullan\u0131c\u0131 uygulamalar\u0131n\u0131n ve servislerinin ileti\u015fimini y\u00f6neten katmand\u0131r. Bu katman, kullan\u0131c\u0131lar\u0131n e-posta, web taray\u0131c\u0131lar\u0131, dosya payla\u015f\u0131m\u0131 ve di\u011fer hizmetlere eri\u015fimini sa\u011flar.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/arkis.com.tr\/wp-content\/uploads\/2023\/08\/WhatsApp-Image-2023-08-17-at-10.51.19.jpeg\" alt=\"\" class=\"wp-image-694\" style=\"width:770px;height:294px\" width=\"770\" height=\"294\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">LoRaWAN S\u0131n\u0131flar\u0131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MAC katman\u0131nda g\u00f6rm\u00fc\u015f oldu\u011fumuz Class A, Class B ve Class C&#8217;yi&nbsp; daha detayl\u0131 anlamak i\u00e7in g\u00f6rseldeki tabloyu inceleyebiliriz. Class A&#8217;da gatewaye veri g\u00f6nderme, s\u00fcrekli yap\u0131labilir ancak veri alma, veri g\u00f6nderdikten sonra yap\u0131l\u0131r. Bu nedenle g\u00fc\u00e7 konusunda verimlilik sa\u011flanm\u0131\u015f olur.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Class B&#8217;de veri alma ve g\u00f6nderme i\u015flemleri Gateway ve u\u00e7 cihaz\u0131n senkronize oldu\u011fu, \u00f6nceden belirlenmi\u015f bir zamanda ger\u00e7ekle\u015fir. Yani u\u00e7 cihaz belli aral\u0131klarla uyku modundan \u00e7\u0131k\u0131p a\u011f\u0131 dinleyebilir. Class A ile Class B&#8217;nin fark\u0131 \u015fudur. Class B de kullan\u0131c\u0131, u\u00e7 cihaza periyodik aral\u0131klarla komut g\u00f6nderebiliyorken, Class A da komut g\u00f6ndermek i\u00e7in, \u00f6nce u\u00e7 cihaz\u0131n a\u011fa komut g\u00f6ndermesini beklemek zorundad\u0131r.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Class C de ise cihazlar s\u00fcrekli olarak, veri g\u00f6nderip alabilirler.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/arkis.com.tr\/wp-content\/uploads\/2023\/08\/image-1024x515.png\" alt=\"\" class=\"wp-image-695\" style=\"width:820px;height:412px\" width=\"820\" height=\"412\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">LoRaWAN Protokol\u00fc Veri \u0130letim Animasyonu<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Sens\u00f6rler, cihazlar veriyi toplar. LoRaWAN protokol\u00fc kullan\u0131larak, RF paketi \u015feklinde Gatewaye veri g\u00f6nderilir. Gateway, gelen veriyi IP paketine d\u00f6n\u00fc\u015ft\u00fcr\u00fcr ve clouda yollar. 2 t\u00fcr sunucumuz oldu\u011fundan bahsetmi\u015ftik. A\u011f ve uygulama sunucusu. A\u011f sunucusu ileti\u015fim verilerini analiz eder, cihazlar\u0131n hizmet durumunu izler ve hangi uygulama sunucusuna y\u00f6nlendirilmesi gerekti\u011fine karar verir. Uygulama sunucusu, a\u011f sunucusundan y\u00f6nlendirilen veriyi al\u0131r ve son kullan\u0131c\u0131n\u0131n gereksinimlerine uygun olarak i\u015fler. Al\u0131nan veriyi analiz eder, filtreler, d\u00f6n\u00fc\u015ft\u00fcr\u00fcr ve gerekti\u011finde veri taban\u0131na kaydeder. Son kullan\u0131c\u0131 olan bizlere mobil uygulama, web sitesi veya e posta \u00fczerinden ula\u015fmas\u0131n\u0131 sa\u011flar.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Nesnelerin \u0130nterneti (IoT) ve LoRa (Long Range) Nedir?\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/0c1qF2esSMs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Nesnelerin \u0130nterneti (IoT) ve LoRa (Long Range) Nesnelerin \u0130nterneti (IoT) Nedir? K\u0131saltmas\u0131 IoT olan , \u201cinternet of things\u201d yani nesnelerin interneti, geli\u015fen teknoloji ile g\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k\u00e7a duydu\u011fumuz bir konu haline geldi.Peki bu s\u0131k duydu\u011fumuz konunun tarihi nedir? Nesnelerin \u0130nterneti kavram\u0131 1999 y\u0131l\u0131nda, Kevin Ashton taraf\u0131ndan \u015firket i\u00e7i sunumda ilk defa kullan\u0131ld\u0131. Nesnelerin \u0130nterneti teknolojisi, [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_crdt_document":"","_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-670","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IoT (Internet of Things) ve LoRa (Long Range) - Ark\u0131\u015f M\u00fchendislik<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/arkis.com.tr\/?page_id=670\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IoT (Internet of Things) ve LoRa (Long Range) - Ark\u0131\u015f M\u00fchendislik\" \/>\n<meta property=\"og:description\" content=\"Nesnelerin \u0130nterneti (IoT) ve LoRa (Long Range) Nesnelerin \u0130nterneti (IoT) Nedir? K\u0131saltmas\u0131 IoT olan , \u201cinternet of things\u201d yani nesnelerin interneti, geli\u015fen teknoloji ile g\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k\u00e7a duydu\u011fumuz bir konu haline geldi.Peki bu s\u0131k duydu\u011fumuz konunun tarihi nedir? Nesnelerin \u0130nterneti kavram\u0131 1999 y\u0131l\u0131nda, Kevin Ashton taraf\u0131ndan \u015firket i\u00e7i sunumda ilk defa kullan\u0131ld\u0131. 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K\u0131saltmas\u0131 IoT olan , \u201cinternet of things\u201d yani nesnelerin interneti, geli\u015fen teknoloji ile g\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k\u00e7a duydu\u011fumuz bir konu haline geldi.Peki bu s\u0131k duydu\u011fumuz konunun tarihi nedir? Nesnelerin \u0130nterneti kavram\u0131 1999 y\u0131l\u0131nda, Kevin Ashton taraf\u0131ndan \u015firket i\u00e7i sunumda ilk defa kullan\u0131ld\u0131. 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K\u0131saltmas\u0131 IoT olan , \u201cinternet of things\u201d yani nesnelerin interneti, geli\u015fen teknoloji ile g\u00fcnl\u00fck hayat\u0131m\u0131zda s\u0131k\u00e7a duydu\u011fumuz bir konu haline geldi.Peki bu s\u0131k duydu\u011fumuz konunun tarihi nedir? Nesnelerin \u0130nterneti kavram\u0131 1999 y\u0131l\u0131nda, Kevin Ashton taraf\u0131ndan \u015firket i\u00e7i sunumda ilk defa kullan\u0131ld\u0131. Nesnelerin \u0130nterneti teknolojisi,&hellip;","_links":{"self":[{"href":"https:\/\/arkis.com.tr\/index.php?rest_route=\/wp\/v2\/pages\/670","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/arkis.com.tr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/arkis.com.tr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/arkis.com.tr\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/arkis.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=670"}],"version-history":[{"count":15,"href":"https:\/\/arkis.com.tr\/index.php?rest_route=\/wp\/v2\/pages\/670\/revisions"}],"predecessor-version":[{"id":711,"href":"https:\/\/arkis.com.tr\/index.php?rest_route=\/wp\/v2\/pages\/670\/revisions\/711"}],"wp:attachment":[{"href":"https:\/\/arkis.com.tr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=670"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}