{"id":15883,"date":"2023-02-11T22:32:48","date_gmt":"2023-02-11T20:32:48","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=15883"},"modified":"2023-03-24T13:41:06","modified_gmt":"2023-03-24T11:41:06","slug":"intelektualna-optymizacziya-infokomunikaczijnyh-merezh-mnozhynnogo-dostupu","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=15883","title":{"rendered":"\u0406\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0430 \u043e\u043f\u0442\u0438\u043c\u0456\u0437\u0430\u0446\u0456\u044f \u0456\u043d\u0444\u043e\u043a\u043e\u043c\u0443\u043d\u0456\u043a\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u043c\u0435\u0440\u0435\u0436 \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443"},"content":{"rendered":"

<\/p>\n

\u0406\u041d\u0422\u0415\u041b\u0415\u041a\u0422\u0423\u0410\u041b\u042c\u041d\u0410 \u041e\u041f\u0422\u0418\u041c\u0406\u0417\u0410\u0426\u0406\u042f \u0406\u041d\u0424\u041e\u041a\u041e\u041c\u0423\u041d\u0406\u041a\u0410\u0426\u0406\u0419\u041d\u0418\u0425 \u041c\u0415\u0420\u0415\u0416 \u041c\u041d\u041e\u0416\u0418\u041d\u041d\u041e\u0413\u041e \u0414\u041e\u0421\u0422\u0423\u041f\u0423<\/p>\n

INTELLIGENT OPTIMIZATION OF MULTIPLE ACCESS INFOCOMMUNICATION NETWORKS<\/p>\n

\u00a0<\/em>\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438:\u00a09-13. \u041d\u043e\u043c\u0435\u0440: \u2116<\/strong>6<\/strong>.\u0442.2, 2022 (315)\u00a0\u00a0<\/strong> \"\"<\/a>
\nDOI:<\/strong> https:\/\/www.doi.org\/10.31891\/2307-5732-2022-315-6(2)-32-39<\/a>
\n\u0410<\/strong>\u0432\u0442\u043e\u0440\u0438<\/strong>: <\/strong>
\n\u041c\u0438\u043a\u043e\u043b\u0430 \u0412\u0410\u0421\u0418\u041b\u042c\u041a\u0406\u0412\u0421\u042c\u041a\u0418\u0419
\n\u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442
\nhttps:\/\/orcid.org\/0000-0002-6586-2563<\/a>
\ne-mail: mvasylkivskyi@gmail.com<\/a>
\n\u0413\u0430\u043d\u043d\u0430 \u0412\u0410\u0420\u0413\u0410\u0422\u042e\u041a
\n\u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442
\ne-mail: annaantonuik@gmail.com
\n\u041e\u043b\u044c\u0433\u0430 \u0411\u041e\u041b\u0414\u0418\u0420\u0415\u0412\u0410
\n\u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442
\ne-mail: rtt13bpoludenko@gmail.com
\nMykola VASYLKIVSKYI, Ganna VARGATYUK, Olha BOLDYREVA
\nVinnytsia National Technical University<\/p>\n

\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n

\u0414\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043e \u043c\u0435\u0442\u043e\u0434\u0438 \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0456\u0437 \u043c\u0443\u043b\u044c\u0442\u0438\u043f\u043b\u0435\u043a\u0441\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u0440\u0435\u0441\u0443\u0440\u0441\u0456\u0432 \u0442\u0430 \u0440\u043e\u0437\u0433\u043b\u044f\u043d\u0443\u0442\u043e \u043f\u0435\u0440\u0435\u0432\u0430\u0433\u0438 \u0456 \u043d\u0435\u0434\u043e\u043b\u0456\u043a\u0438 \u043e\u0440\u0442\u043e\u0433\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443 (OMA) \u0456 \u043d\u0435\u043e\u0440\u0442\u043e\u0433\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443 (NOMA). \u0422\u0430\u043a\u043e\u0436 \u0432\u0438\u043a\u043e\u043d\u0430\u043d\u043e \u043f\u043e\u0440\u0456\u0432\u043d\u044f\u043b\u044c\u043d\u0438\u0439 \u0430\u043d\u0430\u043b\u0456\u0437 \u0441\u0445\u0435\u043c \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0456 \u0434\u0430\u043d\u0438\u0445 \u0432 \u0440\u0430\u0434\u0456\u043e\u043c\u0435\u0440\u0435\u0436\u0456 \u0456\u0437 \u0432\u0440\u0430\u0445\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u043f\u043b\u0430\u043d\u0443\u0432\u0430\u043d\u043d\u044f \u0440\u0435\u0441\u0443\u0440\u0441\u0456\u0432, \u0437\u043e\u043a\u0440\u0435\u043c\u0430: \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0456 \u0437\u0456 \u0441\u043b\u0443\u0436\u0431\u043e\u0432\u043e\u044e \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0454\u044e \u0442\u0430 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0456 \u0431\u0435\u0437 \u0441\u043b\u0443\u0436\u0431\u043e\u0432\u043e\u0457 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457. \u0417\u0430\u043f\u0440\u043e\u043f\u043e\u043d\u043e\u0432\u0430\u043d\u043e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043f\u0440\u0438\u0439\u043c\u0430\u0447\u0430 \u0432\u0438\u0441\u0445\u0456\u0434\u043d\u043e\u0433\u043e \u043a\u0430\u043d\u0430\u043b\u0443 NOMA \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 \u0441\u0438\u0433\u043d\u0430\u043b\u0456\u0432 OFDM.
\n\u0414\u043e\u0441\u043b\u0456\u0434\u0436\u0435\u043d\u043e \u043e\u0441\u043e\u0431\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0437\u0430\u0431\u0435\u0437\u043f\u0435\u0447\u0435\u043d\u043d\u044f \u043d\u0430\u0434\u043c\u0430\u0441\u0438\u0432\u043d\u043e\u0433\u043e \u043f\u0456\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044f \u0432 \u043c\u0435\u0436\u0430\u0445 \u043e\u0431\u043c\u0435\u0436\u0435\u043d\u0438\u0445 \u0440\u0430\u0434\u0456\u043e\u0440\u0435\u0441\u0443\u0440\u0441\u0456\u0432 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 \u0431\u0435\u0437\u0433\u0440\u0430\u043d\u0442\u043e\u0432\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e NOMA. \u041f\u0440\u0438 \u0446\u044c\u043e\u043c\u0443, \u0431\u0443\u043b\u043e \u0440\u043e\u0437\u0433\u043b\u044f\u043d\u0443\u0442\u043e \u0441\u043f\u043e\u0441\u043e\u0431\u0438 \u0432\u0438\u0440\u0456\u0448\u0435\u043d\u043d\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u0449\u043e \u0432\u043b\u0430\u0441\u0442\u0438\u0432\u0456 \u043f\u043e\u0442\u043e\u0447\u043d\u0438\u043c \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f\u043c GF-\u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0456 \u0442\u0430 NOMA \u043f\u0440\u0438 \u0440\u0435\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u043d\u0430\u0434\u043c\u0430\u0441\u0438\u0432\u043d\u043e\u0433\u043e \u043f\u0456\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044f \u0434\u043e \u043c\u0435\u0440\u0435\u0436\u0456 \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457 6G.
\n\u0412\u0438\u0437\u043d\u0430\u0447\u0435\u043d\u043e \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u0438 \u0432\u043f\u0440\u043e\u0432\u0430\u0434\u0436\u0435\u043d\u043d\u044f \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u0447\u0430 \u0456\u0437 \u0448\u0442\u0443\u0447\u043d\u0438\u043c \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u043e\u043c \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 \u0441\u0445\u0435\u043c\u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0456 \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u043e\u0433\u043e \u0434\u043e\u0441\u0442\u0443\u043f\u0443 \u0437 \u043d\u0438\u0437\u044c\u043a\u043e\u044e \u0432\u0430\u0440\u0442\u0456\u0441\u0442\u044e, \u043d\u0438\u0437\u044c\u043a\u0438\u043c PAPR, \u043c\u0430\u043b\u043e\u044e \u0437\u0430\u0442\u0440\u0438\u043c\u043a\u043e\u044e, \u0432\u0438\u0441\u043e\u043a\u043e\u044e \u043d\u0430\u0434\u0456\u0439\u043d\u0456\u0441\u0442\u044e \u0442\u0430 \u0448\u0438\u0440\u043e\u043a\u0438\u043c\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u043f\u0456\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u043d\u044f. \u0410 \u0442\u0430\u043a\u043e\u0436 \u0440\u043e\u0437\u0433\u043b\u044f\u043d\u0443\u0442\u043e \u043e\u0441\u043e\u0431\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u043f\u0440\u043e\u0435\u043a\u0442\u0443\u0432\u0430\u043d\u043d\u044f \u043f\u0440\u0438\u0439\u043c\u0430\u0447\u0430 \u0437\u0456 \u0448\u0442\u0443\u0447\u043d\u0438\u043c \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u043e\u043c \u043f\u0440\u0438\u00a0 \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u0456 \u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0448\u0442\u0443\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442\u0443 \/ \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f, \u044f\u043a\u0456 \u043c\u043e\u0436\u0443\u0442\u044c \u0432\u0456\u0434\u0456\u0433\u0440\u0430\u0442\u0438 \u0440\u043e\u043b\u044c \u0443 \u043f\u043e\u043b\u0435\u0433\u0448\u0435\u043d\u043d\u0456 \u043f\u0440\u043e\u0435\u043a\u0442\u0443\u0432\u0430\u043d\u043d\u044f MUD \u0434\u043b\u044f NOMA.
\n\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430: \u043c\u043d\u043e\u0436\u0438\u043d\u043d\u0438\u0439 \u0434\u043e\u0441\u0442\u0443\u043f, \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u044f 6G, \u0448\u0442\u0443\u0447\u043d\u0438\u0439 \u0456\u043d\u0442\u0435\u043b\u0435\u043a\u0442, \u043c\u0456\u0436\u043a\u0430\u043d\u0430\u043b\u044c\u043d\u0430 \u0437\u0430\u0432\u0430\u0434\u0430, \u043c\u0456\u0436\u0441\u0438\u043c\u0432\u043e\u043b\u044c\u043d\u0430 \u0437\u0430\u0432\u0430\u0434\u0430, \u043e\u0431\u043b\u0430\u0434\u043d\u0430\u043d\u043d\u044f \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430, \u043a\u0430\u043d\u0430\u043b \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u043d\u043d\u044f \u0434\u0430\u043d\u0438\u0445.<\/p>\n

\u00a0<\/strong>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u00a0\u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n

The methods of multiple access with multiplexing of resources are studied and the advantages and disadvantages of orthogonal multiple access (OMA) and non-orthogonal multiple access (NOMA) are considered. A comparative analysis of data transmission schemes in the radio network was also performed, taking into account resource planning, in particular: transmission with service information and transmission without service information. The structure of the NOMA uplink receiver based on OFDM signals is proposed.
\nThe peculiarities of providing supermassive connection within limited radio resources on the basis of grantless access using NOMA have been studied. At the same time, methods of solving the problems inherent in the current application of GF-transmission and NOMA in the implementation of supermassive connection to the access network based on 6G technology were considered.
\nProspects for the introduction of an artificial intelligence transmitter based on a multiple access transmission scheme with low cost, low PAPR, low delay, high reliability and wide connectivity are determined. And features of artificial intelligence receiver design using artificial intelligence \/ machine learning techniques that can play a role in facilitating MUD design for NOMA are also considered.
\nKeywords:\u00a0<\/strong> multiple access, 6G technology, artificial intelligence, inter-channel interference, inter-symbol interference, user equipment, data transmission channel.<\/p>\n

\u041b\u0456\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u0430<\/strong><\/p>\n

    \n
  1. Liu, Z. Qin, and Z. Ding, Non-orthogonal multiple access for massive connectivity. Springer, 2020.<\/li>\n
  2. Meng, L. Zhang, C.Wang, L.Wang, Y.Wu, Y. Chen, andW.Wang, Advanced NOMA receivers from a unified variational inference perspective, IEEE Journal on Selected Areas in Communications, 2020.<\/li>\n
  3. Calderbank and A. Thompson, Chirrup: A practical algorithm for unsourced multiple access, Information and Inference: A Journal of the IMA, vol. 9, no. 4, pp. 875\u2013897, Dec. 2020.<\/li>\n
  4. Decurninge, I. Land, and M. Guillaud, Tensor-based modulation for unsourced massive random access, IEEE Wireless Communications Letters, 2021.<\/li>\n
  5. \u0411\u043e\u0440\u0442\u043d\u0438\u043a \u0413.\u0413., \u0412\u0430\u0441\u0438\u043b\u044c\u043a\u0456\u0432\u0441\u044c\u043a\u0438\u0439 \u041c.\u0412., \u0427\u0435\u043b\u043e\u044f\u043d \u0412.\u0410. \u0421\u043f\u0435\u043a\u0442\u0440\u0430\u043b\u044c\u043d\u0438\u0439 \u043c\u0435\u0442\u043e\u0434 \u043e\u0446\u0456\u043d\u044e\u0432\u0430\u043d\u043d\u044f \u0434\u0436\u0438\u0442\u0435\u0440\u0443 \u0432 \u0442\u0435\u043b\u0435\u043a\u043e\u043c\u0443\u043d\u0456\u043a\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445. – \u0412\u0456\u0441\u043d\u0438\u043a \u0412\u0456\u043d\u043d\u0438\u0446\u044c\u043a\u043e\u0433\u043e \u043f\u043e\u043b\u0456\u0442\u0435\u0445\u043d\u0456\u0447\u043d\u043e\u0433\u043e \u0456\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0443, 2010, \u2116 2, \u0421. 109-114.<\/li>\n
  6. \u0411\u043e\u0440\u0442\u043d\u0438\u043a \u0413.\u0413., \u0412\u0430\u0441\u0438\u043b\u044c\u043a\u0456\u0432\u0441\u044c\u043a\u0438\u0439 \u041c.\u0412., \u041a\u0438\u0447\u0430\u043a \u0412.\u041c. \u041c\u0435\u0442\u043e\u0434\u0438 \u0442\u0430 \u0437\u0430\u0441\u043e\u0431\u0438 \u043f\u0456\u0434\u0432\u0438\u0449\u0435\u043d\u043d\u044f \u0435\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0456 \u043e\u0446\u0456\u043d\u044e\u0432\u0430\u043d\u043d\u044f \u0444\u0430\u0437\u043e\u0432\u043e\u0433\u043e \u0434\u0440\u0438\u0436\u0430\u043d\u043d\u044f \u0441\u0438\u0433\u043d\u0430\u043b\u0456\u0432 \u0443 \u0442\u0435\u043b\u0435\u043a\u043e\u043c\u0443\u043d\u0456\u043a\u0430\u0446\u0456\u0439\u043d\u0438\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445: \u041c\u043e\u043d\u043e\u0433\u0440\u0430\u0444\u0456\u044f. – \u0412\u0456\u043d\u043d\u0438\u0446\u044f: \u0412\u041d\u0422\u0423, 2015. – 140 \u0441.<\/li>\n
  7. \u0411\u043e\u0440\u0442\u043d\u0438\u043a \u0413.\u0413., \u0412\u0430\u0441\u0438\u043b\u044c\u043a\u0456\u0432\u0441\u044c\u043a\u0438\u0439 \u041c.\u0412., \u0421\u0442\u0430\u043b\u044c\u0447\u0435\u043d\u043a\u043e \u041e.\u0412. \u041f\u0440\u0438\u0441\u0442\u0440\u0456\u0439 \u0430\u043d\u0430\u043b\u043e\u0433\u043e-\u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0433\u043e \u043f\u0435\u0440\u0435\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0432\u0438\u0441\u043e\u043a\u043e\u0447\u0430\u0441\u0442\u043e\u0442\u043d\u0438\u0445 \u0441\u0438\u0433\u043d\u0430\u043b\u0456\u0432. – \u0412\u0438\u043c\u0456\u0440\u044e\u0432\u0430\u043b\u044c\u043d\u0430 \u0442\u0430 \u043e\u0431\u0447\u0438\u0441\u043b\u044e\u0432\u0430\u043b\u044c\u043d\u0430 \u0442\u0435\u0445\u043d\u0456\u043a\u0430 \u0432 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0447\u043d\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0430\u0445.\u20132013, \u2116 2.\u2013 \u0421.82-85.<\/li>\n
  8. Vaezi, Z. Ding, and H. V. Poor, Multiple access techniques for 5G wireless networks and beyond. Springer, 2019.<\/li>\n<\/ol>\n

    References<\/strong><\/p>\n

      \n
    1. Liu, Z. Qin, and Z. Ding, Non-orthogonal multiple access for massive connectivity. Springer, 2020.<\/li>\n
    2. Meng, L. Zhang, C.Wang, L.Wang, Y.Wu, Y. Chen, andW.Wang, Advanced NOMA receivers from a unified variational inference perspective, IEEE Journal on Selected Areas in Communications, 2020.<\/li>\n
    3. Calderbank and A. Thompson, Chirrup: A practical algorithm for unsourced multiple access, Information and Inference: A Journal of the IMA, vol. 9, no. 4, pp. 875\u2013897, Dec. 2020.<\/li>\n
    4. Decurninge, I. Land, and M. Guillaud, Tensor-based modulation for unsourced massive random access, IEEE Wireless Communications Letters, 2021.<\/li>\n
    5. Bortnyk G.G., Vasylkivskyi M.V., Cheloyan V.A. Spektral\u02b9nyy metod otsinyuvannya dzhyteru v telekomunikatsiynykh systemakh. – Visnyk Vinnyts\u02b9koho politekhnichnoho instytutu, 2010, \u2116 2, S. 109-114.<\/li>\n
    6. Bortnyk G.G., Vasylkivskyi M.V., Kychak V.M. Metody ta zasoby pidvyshchennya efektyvnosti otsinyuvannya fazovoho dryzhannya syhnaliv u telekomunikatsiynykh systemakh: Monohrafiya. – Vinnytsya: VNTU, 2015. – 140 s.<\/li>\n
    7. Bortnyk G.G., Vasylkivskyi M.V., Stalchenko O.V. Device for analog-digital conversion of high-frequency signals. – Measuring and computing equipment in technological processes.\u20132013, No. 2.\u2013 P.82-85.<\/li>\n
    8. Vaezi, Z. Ding, and H. V. Poor, Multiple access techniques for 5G wireless networks and beyond. Springer, 2019.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[75],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/15883"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15883"}],"version-history":[{"count":4,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/15883\/revisions"}],"predecessor-version":[{"id":16416,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/15883\/revisions\/16416"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15883"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15883"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15883"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}