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صفحه اصلی
/
سی و دومین کنفرانس بین المللی مهندسی برق
{High performance detector for massive MIMO systems using an adaptive filering approach
نویسندگان :
Masoud Tahmasbi Fard
1
Mojtaba Amiri
2
Ali Olfat
3
1- دانشگاه تهران
2- دانشگاه تهران
3- دانشگاه تهران
کلمات کلیدی :
sparse error recovery،MMSE detector
چکیده :
Massive multiple-input multiple-output (MIMO) systems are critical technology in modern wireless communications, allowing increased data rates and link reliability. Owing to the increasing number of receivers and transmitters, finding a reliable with low-complexity and accurate algorithm for data detection is major issue. In this paper, an innovative method that melds the traditional minimum mean square error (MMSE) detector with an adaptive filter-based reconstruction algorithm is introduced. It is noteworthy that the MMSE detector error often exhibit sparsity, wherein only a few elements in the error vector are non-zero, representing incorrectly detected symbols. This inherent sparsity enables the utilization of efficient sparse recovery techniques for accurate error reconstruction. Numerical results demonstrate that the proposed method enhances performance without a substantial increase in computational overhead.
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بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
