Algorithms and hardware architectures for matrix inversion in massive MIMO uplink data detection

• Main Author: Θάνος, Αλέξιος
• Other Authors: Παλιουράς, Βασίλης
• Format: Thesis
• Language: English
• Published: 2017
• Subjects: Massive MIMO; Data detection; Signal processing; Matrix inversion; FPGA; ΜΙΜΟ μεγάλης κλίμακας; Ανίχνευση δεδομένων; Επεξεργασία σημάτων; Αντιστροφή μητρώων; Συστοιχία επιτόπια προγραμματιζόμενων πυλών; 621.384 1

This thesis focuses on uplink data detection of a massive MIMO scheme. Two known algorithms for matrix inversion are evaluated considering precision and BER performance for the uplink detection system through MATLAB simulations. Furthermore, exploration of trade-offs in uplink data detection at hard...