Araştırma Makalesi
BibTex RIS Kaynak Göster

Yıl 2026, Cilt: 10 Sayı: 1 , 225 - 233 , 30.04.2026
https://doi.org/10.46519/ij3dptdi.1910532
https://izlik.org/JA85LT28WY

Öz

Kaynakça

  • 1. Karaman, B., Basturk, I., Kara, F., Ozturk, M., Taskin, S. ve Yanikomeroglu, H., “On the Trade-Off Between Sum-Rate and Energy Efficiency through the Convergence of HAPS and Active RIS Technologies”, 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sayfa 1–6, 2025.
  • 2. Shoukat, H., Khurshid, A.A., Daha, M.Y., Shahid, K. ve Hadi, M.U., “A comparative analysis of DNN and conventional signal detection techniques in SISO and MIMO communication systems”, Telecom, Cilt 5, Sayı 2, Sayfa 487–507, 2024.
  • 3. Ahmad, A. ve Agarwal, S., “Adaptive ML MISO receiver: Conditional fine-tuning without CSI”, IEEE Transactions on Green Communications and Networking, 2025.
  • 4. Cui, M., Zeng, Q. ve Huang, K., “Multi-user SIMO wireless communications based on atomic receivers”, IEEE Global Communications Conference (GLOBECOM), Sayfa 4101–4106, 2024.
  • 5. Khoshafa, M. H., Ngatched, T. M., Ahmed, M. H., Gadallah, Y. ve Niyato, D., “RIS-empowered rate-splitting multiple access towards 6G and beyond wireless communications networks: A comprehensive survey”, IEEE Internet of Things Journal, 2025.
  • 6. Xie, H. ve Li, D., “Number configuration for RIS-aided systems: Opportunities and challenges”, IEEE Internet of Things Journal, Cilt 12, Sayı 6, Sayfa 6396–6417, 2025.
  • 7. Khoshafa, M. H., Bueno, F., Ngatched, T. M. ve Di Renzo, M., “RIS-empowered secured space-air-ground integrated networks: Opportunities and challenges”, IEEE Communications Magazine, 2025.
  • 8. Lu, Y., Zhang, J., Shi, E., Zhang, P., Ng, D. W. K., Niyato, D. ve Ai, B., “Energy-efficient RIS-aided cell-free massive MIMO systems: Application, opportunities, and challenges”, IEEE Wireless Communications, 2025. 9. Zhi, K., Pan, C., Ren, H. ve Wang, K., “Statistical CSI-based design for reconfigurable intelligent surface-aided massive MIMO systems with direct links”, IEEE Wireless Communications Letters, Cilt 10, Sayı 5, Sayfa 1128–1132, 2021.
  • 10. Marinello Filho, J. C., Abrão, T., Hossain, E. ve Mezghani, A., “Reconfigurable intelligent surfaces-enabled intra-cell pilot reuse in massive MIMO systems”, IEEE Transactions on Wireless Communications, Cilt 23, Sayı 8, Sayfa 9446–9459, 2024.
  • 11. Zhang, J., Qi, C., Li, P. ve Lu, P., “Channel estimation for reconfigurable intelligent surface aided massive MIMO system”, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sayfa 1–5, 2020.
  • 12. He, J., Yu, K., Shi, Y., Zhou, Y., Chen, W. ve Letaief, K. B., “Reconfigurable intelligent surface assisted massive MIMO with antenna selection”, IEEE Transactions on Wireless Communications, Cilt 21, Sayı 7, Sayfa 4769–4783, 2022.
  • 13. Zhang, Y., Zhao, H., Xia, W., Xu, W., Tang, C. ve Zhu, H., “How much does reconfigurable intelligent surface improve cell-free massive MIMO uplink with hardware impairments?”, IEEE Transactions on Communications, Cilt 71, Sayı 11, Sayfa 6677–6694, 2023.
  • 14. Liu, T., Yang, X., Jiang, H., Zhang, H. ve Chen, Z., “Reconfigurable intelligent surface enhanced massive connectivity with massive MIMO”, IEEE Transactions on Communications, Cilt 71, Sayı 12, Sayfa 7441–7454, 2023.
  • 15. Larsson, E. G., Edfors, O., Tufvesson, F. ve Marzetta, T. L., “Massive MIMO for Next Generation Wireless Systems”, IEEE Communications Magazine, Cilt 52, Sayı 2, Sayfa 186–195, 2013.
  • 16. Marzetta, T. L., “Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas”, IEEE Transactions on Wireless Communications, Cilt 9, Sayı 11, Sayfa 3590–3600, 2010.
  • 17. Ashraf, A., Gunawan, T.S., Kartiwi, M., Nur, L.O., Nugroho, B.S. ve Astuti, R.P., “Advancements and challenges in scalable modular antenna arrays for 5G massive MIMO networks”, IEEE Access, Cilt 12, Sayfa 57895–57916, 2024.
  • 18. Sambhwani, S., Chae, H., Chiu, S.E., Fan, B., Sarkas, I., Sun, W. ve Zhu, X., “Extending mmWave deployment in the next-generation network: Coverage and reliability enhancements”, IEEE Wireless Communications, Cilt 32, Sayı 1, Sayfa 83–89, 2025.
  • 19. Wang, M., He, D., Duan, H., Liu, T., Liu, J., Zhang, Y. ve Guan, K., “Measurement and Modeling of Rain Attenuation for Short-Range Millimeter-Wave Channels”, 2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), Sayfa 1–5, 2025.

CHANNEL CAPACITY ANALYSIS OF INTELLIGENT REFLECTING SURFACE ASSISTED MIMO SYSTEMS

Yıl 2026, Cilt: 10 Sayı: 1 , 225 - 233 , 30.04.2026
https://doi.org/10.46519/ij3dptdi.1910532
https://izlik.org/JA85LT28WY

Öz

In this study, the fundamental parameters affecting channel capacity in Intelligent Reflecting Surface (IRS)-assisted Multiple-Input Multiple-Output (MIMO) systems are investigated. In line with the increasing data rate requirements, the role of millimeter-wave (mmWave) frequency bands in wireless communication systems is examined, and the propagation losses and atmospheric effects occurring in these frequency bands are evaluated. In particular, the impact of environmental factors such as rainfall on mmWave communication is analyzed, and the effect of rain attenuation on system performance is investigated. In addition, an-assisted communication system is considered in scenarios where the direct line-of-sight between the transmitter and receiver is weak. Through numerical simulations, the effects of parameters such as the number of IRS elements, the number of transmit antennas, IRS location, and rainfall intensity on the achievable capacity are evaluated. The obtained results show that IRS-assisted systems can significantly improve system performance by increasing the channel capacity, particularly in mmWave communication environments.

Kaynakça

  • 1. Karaman, B., Basturk, I., Kara, F., Ozturk, M., Taskin, S. ve Yanikomeroglu, H., “On the Trade-Off Between Sum-Rate and Energy Efficiency through the Convergence of HAPS and Active RIS Technologies”, 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sayfa 1–6, 2025.
  • 2. Shoukat, H., Khurshid, A.A., Daha, M.Y., Shahid, K. ve Hadi, M.U., “A comparative analysis of DNN and conventional signal detection techniques in SISO and MIMO communication systems”, Telecom, Cilt 5, Sayı 2, Sayfa 487–507, 2024.
  • 3. Ahmad, A. ve Agarwal, S., “Adaptive ML MISO receiver: Conditional fine-tuning without CSI”, IEEE Transactions on Green Communications and Networking, 2025.
  • 4. Cui, M., Zeng, Q. ve Huang, K., “Multi-user SIMO wireless communications based on atomic receivers”, IEEE Global Communications Conference (GLOBECOM), Sayfa 4101–4106, 2024.
  • 5. Khoshafa, M. H., Ngatched, T. M., Ahmed, M. H., Gadallah, Y. ve Niyato, D., “RIS-empowered rate-splitting multiple access towards 6G and beyond wireless communications networks: A comprehensive survey”, IEEE Internet of Things Journal, 2025.
  • 6. Xie, H. ve Li, D., “Number configuration for RIS-aided systems: Opportunities and challenges”, IEEE Internet of Things Journal, Cilt 12, Sayı 6, Sayfa 6396–6417, 2025.
  • 7. Khoshafa, M. H., Bueno, F., Ngatched, T. M. ve Di Renzo, M., “RIS-empowered secured space-air-ground integrated networks: Opportunities and challenges”, IEEE Communications Magazine, 2025.
  • 8. Lu, Y., Zhang, J., Shi, E., Zhang, P., Ng, D. W. K., Niyato, D. ve Ai, B., “Energy-efficient RIS-aided cell-free massive MIMO systems: Application, opportunities, and challenges”, IEEE Wireless Communications, 2025. 9. Zhi, K., Pan, C., Ren, H. ve Wang, K., “Statistical CSI-based design for reconfigurable intelligent surface-aided massive MIMO systems with direct links”, IEEE Wireless Communications Letters, Cilt 10, Sayı 5, Sayfa 1128–1132, 2021.
  • 10. Marinello Filho, J. C., Abrão, T., Hossain, E. ve Mezghani, A., “Reconfigurable intelligent surfaces-enabled intra-cell pilot reuse in massive MIMO systems”, IEEE Transactions on Wireless Communications, Cilt 23, Sayı 8, Sayfa 9446–9459, 2024.
  • 11. Zhang, J., Qi, C., Li, P. ve Lu, P., “Channel estimation for reconfigurable intelligent surface aided massive MIMO system”, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sayfa 1–5, 2020.
  • 12. He, J., Yu, K., Shi, Y., Zhou, Y., Chen, W. ve Letaief, K. B., “Reconfigurable intelligent surface assisted massive MIMO with antenna selection”, IEEE Transactions on Wireless Communications, Cilt 21, Sayı 7, Sayfa 4769–4783, 2022.
  • 13. Zhang, Y., Zhao, H., Xia, W., Xu, W., Tang, C. ve Zhu, H., “How much does reconfigurable intelligent surface improve cell-free massive MIMO uplink with hardware impairments?”, IEEE Transactions on Communications, Cilt 71, Sayı 11, Sayfa 6677–6694, 2023.
  • 14. Liu, T., Yang, X., Jiang, H., Zhang, H. ve Chen, Z., “Reconfigurable intelligent surface enhanced massive connectivity with massive MIMO”, IEEE Transactions on Communications, Cilt 71, Sayı 12, Sayfa 7441–7454, 2023.
  • 15. Larsson, E. G., Edfors, O., Tufvesson, F. ve Marzetta, T. L., “Massive MIMO for Next Generation Wireless Systems”, IEEE Communications Magazine, Cilt 52, Sayı 2, Sayfa 186–195, 2013.
  • 16. Marzetta, T. L., “Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas”, IEEE Transactions on Wireless Communications, Cilt 9, Sayı 11, Sayfa 3590–3600, 2010.
  • 17. Ashraf, A., Gunawan, T.S., Kartiwi, M., Nur, L.O., Nugroho, B.S. ve Astuti, R.P., “Advancements and challenges in scalable modular antenna arrays for 5G massive MIMO networks”, IEEE Access, Cilt 12, Sayfa 57895–57916, 2024.
  • 18. Sambhwani, S., Chae, H., Chiu, S.E., Fan, B., Sarkas, I., Sun, W. ve Zhu, X., “Extending mmWave deployment in the next-generation network: Coverage and reliability enhancements”, IEEE Wireless Communications, Cilt 32, Sayı 1, Sayfa 83–89, 2025.
  • 19. Wang, M., He, D., Duan, H., Liu, T., Liu, J., Zhang, Y. ve Guan, K., “Measurement and Modeling of Rain Attenuation for Short-Range Millimeter-Wave Channels”, 2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), Sayfa 1–5, 2025.

AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ

Yıl 2026, Cilt: 10 Sayı: 1 , 225 - 233 , 30.04.2026
https://doi.org/10.46519/ij3dptdi.1910532
https://izlik.org/JA85LT28WY

Öz

Bu çalışmada Akıllı Yansıtıcı Yüzey (AYY) destekli Çok Girdili Çok Çıktılı (Multiple-Input Multiple-Output, MIMO) sistemlerinde kanal kapasitesini etkileyen temel parametreler incelenmiştir. Artan veri hızı gereksinimleri doğrultusunda milimetre dalga (mmWave) frekans bantlarının kablosuz haberleşme sistemlerindeki rolü ele alınmış ve bu frekans bantlarında ortaya çıkan yayılım kayıpları ile atmosferik etkiler değerlendirilmiştir. Özellikle yağış gibi çevresel faktörlerin mmWave haberleşme üzerindeki etkileri incelenmiş ve yağmur zayıflamasının sistem performansı üzerindeki etkisi analiz edilmiştir. Ayrıca, doğrudan görüş hattının zayıf olduğu senaryolarda kanal koşullarını iyileştirmek amacıyla AYY destekli haberleşme sistemi ele alınmıştır. Gerçekleştirilen sayısal simülasyonlar ile AYY eleman sayısı, iletim yapan anten sayısı, AYY konumu ve yağış şiddeti gibi parametrelerin erişilebilir kapasite üzerindeki etkileri değerlendirilmiştir. Elde edilen sonuçlar, AYY destekli sistemlerin özellikle mmWave haberleşme ortamında kanal kapasitesini artırarak sistem performansını önemli ölçüde iyileştirdiğini göstermektedir.

Kaynakça

  • 1. Karaman, B., Basturk, I., Kara, F., Ozturk, M., Taskin, S. ve Yanikomeroglu, H., “On the Trade-Off Between Sum-Rate and Energy Efficiency through the Convergence of HAPS and Active RIS Technologies”, 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sayfa 1–6, 2025.
  • 2. Shoukat, H., Khurshid, A.A., Daha, M.Y., Shahid, K. ve Hadi, M.U., “A comparative analysis of DNN and conventional signal detection techniques in SISO and MIMO communication systems”, Telecom, Cilt 5, Sayı 2, Sayfa 487–507, 2024.
  • 3. Ahmad, A. ve Agarwal, S., “Adaptive ML MISO receiver: Conditional fine-tuning without CSI”, IEEE Transactions on Green Communications and Networking, 2025.
  • 4. Cui, M., Zeng, Q. ve Huang, K., “Multi-user SIMO wireless communications based on atomic receivers”, IEEE Global Communications Conference (GLOBECOM), Sayfa 4101–4106, 2024.
  • 5. Khoshafa, M. H., Ngatched, T. M., Ahmed, M. H., Gadallah, Y. ve Niyato, D., “RIS-empowered rate-splitting multiple access towards 6G and beyond wireless communications networks: A comprehensive survey”, IEEE Internet of Things Journal, 2025.
  • 6. Xie, H. ve Li, D., “Number configuration for RIS-aided systems: Opportunities and challenges”, IEEE Internet of Things Journal, Cilt 12, Sayı 6, Sayfa 6396–6417, 2025.
  • 7. Khoshafa, M. H., Bueno, F., Ngatched, T. M. ve Di Renzo, M., “RIS-empowered secured space-air-ground integrated networks: Opportunities and challenges”, IEEE Communications Magazine, 2025.
  • 8. Lu, Y., Zhang, J., Shi, E., Zhang, P., Ng, D. W. K., Niyato, D. ve Ai, B., “Energy-efficient RIS-aided cell-free massive MIMO systems: Application, opportunities, and challenges”, IEEE Wireless Communications, 2025. 9. Zhi, K., Pan, C., Ren, H. ve Wang, K., “Statistical CSI-based design for reconfigurable intelligent surface-aided massive MIMO systems with direct links”, IEEE Wireless Communications Letters, Cilt 10, Sayı 5, Sayfa 1128–1132, 2021.
  • 10. Marinello Filho, J. C., Abrão, T., Hossain, E. ve Mezghani, A., “Reconfigurable intelligent surfaces-enabled intra-cell pilot reuse in massive MIMO systems”, IEEE Transactions on Wireless Communications, Cilt 23, Sayı 8, Sayfa 9446–9459, 2024.
  • 11. Zhang, J., Qi, C., Li, P. ve Lu, P., “Channel estimation for reconfigurable intelligent surface aided massive MIMO system”, 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sayfa 1–5, 2020.
  • 12. He, J., Yu, K., Shi, Y., Zhou, Y., Chen, W. ve Letaief, K. B., “Reconfigurable intelligent surface assisted massive MIMO with antenna selection”, IEEE Transactions on Wireless Communications, Cilt 21, Sayı 7, Sayfa 4769–4783, 2022.
  • 13. Zhang, Y., Zhao, H., Xia, W., Xu, W., Tang, C. ve Zhu, H., “How much does reconfigurable intelligent surface improve cell-free massive MIMO uplink with hardware impairments?”, IEEE Transactions on Communications, Cilt 71, Sayı 11, Sayfa 6677–6694, 2023.
  • 14. Liu, T., Yang, X., Jiang, H., Zhang, H. ve Chen, Z., “Reconfigurable intelligent surface enhanced massive connectivity with massive MIMO”, IEEE Transactions on Communications, Cilt 71, Sayı 12, Sayfa 7441–7454, 2023.
  • 15. Larsson, E. G., Edfors, O., Tufvesson, F. ve Marzetta, T. L., “Massive MIMO for Next Generation Wireless Systems”, IEEE Communications Magazine, Cilt 52, Sayı 2, Sayfa 186–195, 2013.
  • 16. Marzetta, T. L., “Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas”, IEEE Transactions on Wireless Communications, Cilt 9, Sayı 11, Sayfa 3590–3600, 2010.
  • 17. Ashraf, A., Gunawan, T.S., Kartiwi, M., Nur, L.O., Nugroho, B.S. ve Astuti, R.P., “Advancements and challenges in scalable modular antenna arrays for 5G massive MIMO networks”, IEEE Access, Cilt 12, Sayfa 57895–57916, 2024.
  • 18. Sambhwani, S., Chae, H., Chiu, S.E., Fan, B., Sarkas, I., Sun, W. ve Zhu, X., “Extending mmWave deployment in the next-generation network: Coverage and reliability enhancements”, IEEE Wireless Communications, Cilt 32, Sayı 1, Sayfa 83–89, 2025.
  • 19. Wang, M., He, D., Duan, H., Liu, T., Liu, J., Zhang, Y. ve Guan, K., “Measurement and Modeling of Rain Attenuation for Short-Range Millimeter-Wave Channels”, 2025 IEEE 102nd Vehicular Technology Conference (VTC2025-Fall), Sayfa 1–5, 2025.
Toplam 18 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Kontrol Mühendisliği, Mekatronik ve Robotik (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Havva Esra Bakbak 0000-0001-5432-6944

Osman Demirci 0000-0002-8471-1373

Bilal Karaman 0000-0003-2691-8736

İlhan Baştürk 0000-0003-1869-6010

Gönderilme Tarihi 15 Mart 2026
Kabul Tarihi 15 Nisan 2026
Yayımlanma Tarihi 30 Nisan 2026
DOI https://doi.org/10.46519/ij3dptdi.1910532
IZ https://izlik.org/JA85LT28WY
Yayımlandığı Sayı Yıl 2026 Cilt: 10 Sayı: 1

Kaynak Göster

APA Bakbak, H. E., Demirci, O., Karaman, B., & Baştürk, İ. (2026). AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ. International Journal of 3D Printing Technologies and Digital Industry, 10(1), 225-233. https://doi.org/10.46519/ij3dptdi.1910532
AMA 1.Bakbak HE, Demirci O, Karaman B, Baştürk İ. AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ. IJ3DPTDI. 2026;10(1):225-233. doi:10.46519/ij3dptdi.1910532
Chicago Bakbak, Havva Esra, Osman Demirci, Bilal Karaman, ve İlhan Baştürk. 2026. “AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ”. International Journal of 3D Printing Technologies and Digital Industry 10 (1): 225-33. https://doi.org/10.46519/ij3dptdi.1910532.
EndNote Bakbak HE, Demirci O, Karaman B, Baştürk İ (01 Nisan 2026) AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ. International Journal of 3D Printing Technologies and Digital Industry 10 1 225–233.
IEEE [1]H. E. Bakbak, O. Demirci, B. Karaman, ve İ. Baştürk, “AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ”, IJ3DPTDI, c. 10, sy 1, ss. 225–233, Nis. 2026, doi: 10.46519/ij3dptdi.1910532.
ISNAD Bakbak, Havva Esra - Demirci, Osman - Karaman, Bilal - Baştürk, İlhan. “AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ”. International Journal of 3D Printing Technologies and Digital Industry 10/1 (01 Nisan 2026): 225-233. https://doi.org/10.46519/ij3dptdi.1910532.
JAMA 1.Bakbak HE, Demirci O, Karaman B, Baştürk İ. AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ. IJ3DPTDI. 2026;10:225–233.
MLA Bakbak, Havva Esra, vd. “AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ”. International Journal of 3D Printing Technologies and Digital Industry, c. 10, sy 1, Nisan 2026, ss. 225-33, doi:10.46519/ij3dptdi.1910532.
Vancouver 1.Havva Esra Bakbak, Osman Demirci, Bilal Karaman, İlhan Baştürk. AKILLI YANSITICI YÜZEY DESTEKLİ MIMO SİSTEMLERİNDE KANAL KAPASİTESİ ANALİZİ. IJ3DPTDI. 01 Nisan 2026;10(1):225-33. doi:10.46519/ij3dptdi.1910532

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